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IRENA (International Renewable Energy Agency – Agência Internacional de Energia Renovável)

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Definição

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fornece anualmente um relatório que fornece dados mais atualmente populares e análises sobre tecnologia, inovação, política, financiamento e investimento em energia renovável.

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https://www.irena.org/Data

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Dados Disponíveis

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Fornece números totais de emprego no setor de energia renovável por tecnologia no mundo todo, mas só fornece esses gráficos no formato pdf e power point e os dados são de 2012 até o ano mais recente (2021 atualmente) na página https://www.irena.org/Data/View-data-by-topic/Benefits/Employment-Time-Series

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Fornece números totais de emprego no setor de energia renovável por tecnologia e por país, fornece esses gráficos no formato excel e os dados são do ano mais recente (2021 atualmente) na página https://www.irena.org/Data/View-data-by-topic/Benefits/Renewable-Energy-Employment-by-Country

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Também fornece o potencial de geração de energia por fontes renováveis e a geração de energia por fontes renováveis divididas por tipos de fontes renováveis e por país. Fornece os dados 2000 até ano mais recente (2022 atualmente) e no formato excel, a página é https://www.irena.org/Data/View-data-by-topic/Capacity-and-Generation/Country-Rankings

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Fornece a participação de fontes renováveis na matriz elétrica país dos anos de 2000 até o ano mais recente (atualmente 2021). Fornece os dados no formato excel ou csv, a página é https://www.irena.org/Data/View-data-by-topic/Capacity-and-Generation/Technologies.

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Fornece a quantidade emissões evitadas por país, por tecnologia e dos anos de 2000 até o ano mais recente (atualmente 2020). Não fornece opção de baixar os dados em algum formato, a página é https://www.irena.org/Data/View-data-by-topic/Climate-Change/Avoided-Emissions-Calculator.

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Fornece a média global dos custo totais, fatores de capacidade e LCOE (Levelized Cost of Energy – Custo Nivelado de Energia) por tecnologias além de também fornecer os valores anuais de 2010 até o ano mais atual (2020 atualmente). Fornece os dados no formato excel na página https://www.irena.org/Data/View-data-by-topic/Costs/Global-Trends.

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Fornece LCOE (Levelized Cost of Energy – Custo Nivelado de Energia) médio global com os valores de leilão por tecnologia de 2010 até o ano mais atual (2023 atualmente). Supostamente oferece a opção de baixar os dados em excel mas o ícone com a opção de baixar leva para uma página não relacionada https://www.irena.org/Data/View-data-by-topic/Costs/Global-LCOE-and-Auction-values.

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Fornece LCOE médio de projetos eólicos por país de 1984 até o ano mais recente (atualmente é 2019). Supostamente oferece a opção de baixar os dados em excel mas o ícone com a opção de baixar leva para uma página não relacionada https://www.irena.org/Data/View-data-by-topic/Costs/Wind-Costs.

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Fornece informações sobre os investimentos nas tecnologias do ano de 2013 até o ano mais recente (atualmente é 2022) globalmente. Oferece a opção de baixar os dados em formato excel na página +https://www.irena.org/Data/View-data-by-topic/Finance-and-Investment/Investment-trends.

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Fornece informações sobre os investimentos públicos em renováveis do ano de 2000 até o ano mais atual (atualmente é 2020) globalmente. Oferece a opção de baixar os dados no formato excel na página https://www.irena.org/Data/View-data-by-topic/Finance-and-Investment/Renewable-Energy-Finance-Flows.

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Fornece dados sobre consumo final de renovável por país e por tecnologia do ano de 2020 até o ano mais recente (2021). Supostamente oferece a opção de baixar os dados em formato excel mas quando clica no ícone não carrega na página https://www.irena.org/Data/View-data-by-topic/Renewable-Energy-Balances/Final-Renewable-Energy-Consumption.

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IEA

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Fornece dados sobre as tecnologias em determinado país e quando produziam nos anos de 2000 à 2021, tendo até 2027 uma projeção da produção de energia de determinada tecnologia. +Não tem dados disponíveis para baixar +https://www.iea.org/data-and-statistics/data-tools/renewables-data-explorer

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NREL

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Fornece diversos dados mais não relacionados ao tema de transição energética, mas voltado ao tema de energia relacionado ao tema de energia solar +https://www.nrel.gov/research/data-tools.html

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Plano Nacional de Energia 2050

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​Definição

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Primeiramente, o plano nacional de energia 2050 é um instrumento de suporte ao desenho da estratégia de longo prazo do planejador em relação à expansão do setor energético do Brasil. Ele é desenvolvido pela EPE de acordo com as diretrizes do Ministério de Minas e Energia

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"Ao lançar o PNE, o Governo Federal enuncia os termos de uma estratégia de longo prazo para o setor energético, e com isso chama à construção de grandes consensos com a sociedade e as empresas, em prol do desenvolvimento do País."

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​Introdução

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Associadas a tais mudanças, foram elaborados dois grandes cenários, formando um cone de incertezas para o desenho da estratégia de longo prazo: o primeiro, chamado de Desafio da Expansão , que reflete requisitos de expansão do setor de energia para atendimento a um crescimento da demanda de energia mais expressivo. No segundo, chamado de Estagnação , analisam as consequências de um cenário em que o consumo de energia per capita mantêm-se inalterado ao longo de todo o período. Neste caso, a questão da expansão da produção é menos premente, embora ainda reste a necessidade de se desenhar a politica energética mais adequada para atender ao crescimento vegetativo da demanda.

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O foco do relatório está voltado para o cenário Desafio da Expansão, uma vez que tal contexto impõe ao planejador, além da necessidade de reforçar e aperfeiçoar os mecanismos e as políticas vigentes, também buscar soluções inovadoras que permitam o estabelecimento de uma estratégia de expansão de longo prazo do setor energético de forma a garantir o fornecimento de energia à sociedade nesse horizonte, atendendo critérios de segurança energética, retorno adequado aos investimentos, disponibilidade de acesso à população e socioambientais.

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O cenário de Estagnação, embora tenha seus desafios intrínsecos relativos a um ambiente econômico e de desenvolvimento mais adverso, não constitui, do ponto de vista do planejador do setor de energia, uma preocupação iminente em termos de expansão da capacidade de atendimento da demanda de energia, visto o aumento da oferta de energia verificado nos últimos anos. Assim, sua atenção poderia estar mais concentrada, por exemplo, em discussões sobre o perfil mais adequado da matriz energética nacional, de acordo com algum critério de interesse ( ex. emissões de gases de efeito estufa)

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1. Estrutura do relatório do PNE 2050

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Uma parte importante também do relatório é a sua estrutura, que conforme disposto no inciso 1 do capítulo de introdução, é constituída de duas partes:

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  • Na primeira parte são apresentados os principais fatores que condicionam (e, em vários casos são condicionados por) a evolução do setor de energia e que foram, portanto, denominadas questões transversais. Vale ressaltar também que são descritos os resultados finais do exercício de análise a longo prazo e os principais direcionamentos para o desenho da estratégia de longo prazo.
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  • Na segunda parte, a análise é organizada por tipo de tecnologia, infraestrutura de transporte de energia e por segmentos de consumo.
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Na introdução do PNE 2050, é exibida uma tabela que contem o tipo de fatores condicionantes ( ou condicionados), suas palavras-chaves e uma breve sinopse. Fatores estes que são utilizados para o estudo de cenários que o PNE 2050 avalia.

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2. Contexto do PNE 2050

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Nesta parte do capítulo de introdução, é feita uma comparação entre o PNE 2050 e o PNE 2030. Nessa comparação podemos perceber o que motivou a criação de uma nova estratégia, trata-se de dois fatores que se fortalecerem com o início do século XXI: a busca por maior eficiência energética e o respeito a questões socioambientais. O capítulo também trata de questões que o PNE 2030 ajudou a contribuir e serviu como diretriz.

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"Três diferenças podem ser elencadas em relação ao PNE 2030: a abordagem do problema, o reconhecimento da imprevisibilidade inerente do futuro e a perspectiva de abundância de recursos no horizonte de longo prazo."

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"Assim, mais fundamental do que a discussão de quantos cenários serão avaliados e qual a matriz energética resultante em 2050 em cada um deles é estabelecer as orientações de longo prazo que permitam a todos os agentes do setor tomar suas decisões de modo a alcançar o melhor resultado para o desenvolvimento do setor de energia".

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Existem questões que o PNE 2050 tenta se pautar durante sua elaboração, estas questões são limitadas por dois cenários:

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  • cenário Desafio da Expansão, definido como aquele em que as autoridades do setor de energia precisam lidar com uma expansão significativa da demanda de energia ao desenhar sua estratégia para o setor.
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  • O cenário de Estagnação, em que a questão da expansão não é tão relevante, mas ainda assim há um espaço para avaliar a evolução da matriz de energia.
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3. Papel e Atuação do Governo: Princípios para o Setor de Energia +Papel e Atuação do Governo: Dez princípios para o Setor de Energia

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​Produção e Uso de Energia

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Nesta seção, são apresentados as principais considerações no tratamento do panorama em relação a produção e ao uso de energia no horizonte de 2050.

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Destaca-se nesta seção que o Brasil, em um futuro não tão remoto, deve se tornar, de um demandante líquido de energia para um ofertante líquido de energia, visto que o país atualmente produz mais do que demanda de energia. O grande desafio aparece quando se vislumbra um cenário de transição energética mundial, onde as incógnitas ficam para os pontos de tecnologia e fontes que suprirão estas novas demandas. Mas, é certo que o Brasil, devido a sua grande riqueza natural e de recursos, suprirá sua demanda energética atual e futura no horizonte de 2050.

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Administração da abundância (1): a disponibilidade total de recursos supera largamente a demanda de energia total no horizonte até 2050.

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Tendo em vista essa abundância, um dos pontos que o PNE 2050 aborda é a administração desta abundância energética. "Seguramente, tal tarefa leva em conta as implicações econômicas que surgirão de o País se tornar grande produtor de energia, com grande riqueza de fontes distintas de energia".

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Administração da abundância (2): só a parcela dos recursos mais facilmente acessíveis excede em 60% a demanda de energia total acumulada do período. " […] Caso não haja economicidade, o poder público pode avaliar a criação e a implementação de políticas no sentido de aproveitamento de determinadas fontes. Logo, a facilidade de aproveitamento dos recursos torna-se tão relevante quanto o seu potencial."

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Administração da abundância (3): o aproveitamento de boa parte dos recursos implicará desafios significativos.

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​Questões Transversais

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O texto discute os fatores que devem ser considerados no planejamento energético de longo prazo em meio a grandes transformações. Estas mudanças estão relacionadas à chamada transição energética, caracterizada pela descarbonização das matrizes energéticas para combater as mudanças climáticas, descentralização dos recursos energéticos e maior digitalização na produção e uso de energia. Além disso, o papel do consumidor também está mudando devido aos avanços tecnológicos e novos modelos de negócios.

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Esses fatores foram agrupados como questões transversais que influenciam a expansão da produção e uso de energia no Brasil. O texto aborda cada questão transversal, suas relações com as políticas energéticas vigentes e os principais desafios que podem afetar a estratégia de atuação no longo prazo do tomador de decisão no setor de energia. As recomendações sugeridas são apresentadas para cada questão, divididas ao longo das próximas décadas para atingir a maturidade na execução do plano de ação.

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Questões Transversais Abordadas

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Neste Relatório de Resumo só será abordado a área de interesse do TCU, ou seja o setor de transição energética.

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​ Transição Energética

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O texto aborda a temática da Transição Energética e suas implicações no contexto mundial. A transição energética envolve mudanças na matriz energética global, direcionando para uma economia de baixo carbono e maior eficiência energética. Isso implica na substituição gradual de fontes intensivas em emissão de carbono por fontes renováveis, eletrificação dos processos de conversão de energia e maior automação e digitalização. Além disso, a transição energética também impacta tecnologias, padrões de consumo, relações socioeconômicas e a geopolítica da energia.

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O processo de transição envolve diversas dimensões e é complexo, podendo levar um longo tempo para se concretizar. As principais fontes que desempenharão um papel relevante nesse processo são a eletrificação (com destaque para as energias renováveis), os biocombustíveis, a eficiência energética catalisada pela digitalização e o gás natural( como combustível de transição).

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Além disso, o hidrogênio é considerado uma alternativa relevante para atender setores de consumo que têm dificuldade em serem atendidos por eletricidade ou biocombustíveis, sendo que a rota verde de produção (eletrólise da água com fontes renováveis de eletricidade) é vista como a mais relevante internacionalmente para produção de hidrogênio dentro de outras alternativas.

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Para cumprir os objetivos do Acordo de Paris e descarbonizar o sistema energético mundial, é necessário investir cada vez mais em fontes renováveis e integrá-las aos setores que demandam energia. Porém, é importante garantir a competição entre diferentes soluções que atendam às necessidades do sistema, incluindo o gerenciamento da variabilidade das fontes renováveis.

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Políticas em vigor para o Setor de Energia:

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Não há políticas específicas para transição energética no Brasil, mas há uma série de políticas que afetam e favorecem a transição energética, são elas: Política Nacional sobre Mudança do Clima – PNMC, Lei 12.187 de 2009; Contribuição Nacionalmente Determinada – NDC; Política Nacional de Biocombustíveis – RenovaBio, Lei nº 13.576, de 26 de dezembro de 2017; Novo Mercado de Gás, Decreto nº 9.616/2018 (que altera o Decreto nº 7.382/2010), Resolução CNPE nº16/2019, Termo de Compromisso de Cessação – TCC Petrobras-CADE, Ajuste SINIEF/CONFAZ nº 03/2018, Decreto nº 9.934/2019; Modernização do Setor Elétrico, Consulta Pública nº 33/2017 , Portaria nº 187/2019, PLS 232/2016 e PL 1.917/2015.

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Existem também outras políticas, programas, iniciativas e ações que se relacionam indiretamente ao tema da transição energética.

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Mapa do Caminho: Transição Energética

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Desafios para o Tomador de Decisão no Setor de Energia

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O texto aborda os desafios que o tomador de decisão no setor de energia enfrenta durante a transição energética. Os principais pontos são:

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  1. Desenho de mercado e arcabouço regulatório: As barreiras não econômicas, como falta de informação, aversão ao risco tecnológico e normas associadas ao paradigma tecnológico anterior, dificultam a potencialização da transição energética.
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  3. Incertezas sobre a evolução do setor: A inovação em curso, incluindo eletrificação, automação, conectividade e descarbonização, traz desafios econômicos e competitivos. É fundamental monitorar as incertezas tecnológicas, econômicas e ambientais para evitar trajetórias rígidas que possam implicar em riscos futuros.
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  5. Multiplicidade de dimensões da transição: A transição energética oferece oportunidades de negócios associadas às vantagens competitivas do Brasil, mas também requer alinhamento estratégico para criar um ambiente de negócios atrativo e inovador. Desenvolver a capacitação em tecnologias como digitalização, automação e segurança cibernética é essencial. Além disso, coordenar políticas setoriais de energia com outras esferas, como econômica, científico-tecnológica e ambiental, é um desafio importante.
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Recomendações para o Tomador de Decisão no Setor de Energia

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As recomendações para o tomador de decisão no setor de energia se dividem em duas categorias: aquelas que reforçam as vantagens competitivas do Brasil e as que desenvolvem novas vantagens e gerenciam as incertezas da transição energética.

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  1. Promover a sinergia de políticas públicas e desenhos de mercado associados: É importante garantir que as políticas públicas e desenhos de mercado sejam coerentes e sinérgicos entre si. Devem ser incentivadas políticas que promovam a eficiência energética, o uso de biocombustíveis, a eletrificação de frotas e transportes não motorizados, além de investimentos em tecnologias de hidrogênio. Além disso, é necessário alinhar as políticas energéticas com as políticas ambientais e compromissos internacionais relacionados às mudanças climáticas e desenvolvimento sustentável.
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  3. Adequar arranjos institucionais, regulatórios e de desenho de mercado apropriados para potencializar a transição energética: A transição energética requer aprimoramentos nos arranjos institucionais e regulatórios para internalizar as externalidades ambientais nos preços de energia e tornar o mercado mais aberto, competitivo e ágil. As distribuidoras de energia têm um papel central nesse processo, especialmente por meio de iniciativas de digitalização e remuneração adequada aos serviços prestados. O fomento à inovação tecnológica e o desenvolvimento de nichos de inovação também são fundamentais.
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  5. Desenvolver estratégias flexíveis para lidar com incertezas e baseadas nas vantagens competitivas do País, priorizando políticas sem arrependimento que evitem trancamento tecnológico: O Brasil deve aproveitar suas vantagens competitivas na transição energética e usar isso como base para desenvolver ou migrar competências. Priorizar políticas sem arrependimento, ou seja, políticas que trazem benefícios independentemente do caminho tecnológico escolhido, é essencial para evitar riscos e trancamento tecnológico. Em vez de definir uma rota tecnológica específica, é mais adequado estabelecer políticas que promovam resultados e competição entre diferentes rotas tecnológicas, permitindo a inovação e a superação de tecnologias específicas.
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  7. Reforçar alianças e redes estratégicas internacionais para desenvolver maior flexibilidade nas escolhas estratégicas associadas a transição energética: O Brasil possui relações diplomáticas e econômicas amplas com diversos países, o que lhe confere margem para estabelecer parcerias e projetos em diferentes áreas e com países distintos. Essas alianças e redes estratégicas fortalecem o país em termos geopolíticos e proporcionam maior flexibilidade nas escolhas estratégicas relacionadas à transição energética, gerando diversidade de caminhos e graus de liberdade nas decisões. Essa pluralidade de ações é um ativo relevante para o processo de transição energética
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  9. Articular as políticas energéticas com políticas de CT&I e educação, desenvolvimento de novas capacitações e vantagens competitivas: É importante reforçar a ligação entre o planejamento energético nacional e o sistema nacional de inovação, políticas de ciência, tecnologia e inovação (CT&I) e educação. Isso permitirá criar um ambiente de negócios propício à inovação em mercados abertos e competitivos, possibilitando que as instituições de CT&I coloquem suas inovações no mercado e as disseminem de forma mais ampla.
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Conclusão

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O Plano Nacional de Energia 2050 é um importante instrumento de suporte para a estratégia de longo prazo do setor energético brasileiro. Elaborado pela EPE e seguindo as diretrizes do Ministério de Minas e Energia, o plano busca construir consensos com a sociedade e as empresas em prol do desenvolvimento do país.

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O relatório abordou dois grandes cenários: o Desafio da Expansão e a Estagnação. Dado o contexto de transição energética mundial, o foco concentrou-se no Desafio da Expansão, que demanda aprimoramentos nas políticas e mecanismos vigentes e busca de soluções inovadoras para garantir o fornecimento de energia à sociedade de forma segura e sustentável.

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A transição energética é um tema central no relatório, envolvendo a substituição gradual de fontes intensivas em emissão de carbono por renováveis, a eletrificação, a eficiência energética e o uso de gás natural como combustível de transição. O Brasil, com sua abundância de recursos naturais, tem o potencial de se tornar um ofertante líquido de energia, o que implica em administrar essa abundância de forma econômica e sustentável.

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O tomador de decisão no setor de energia enfrenta diversos desafios, como o desenho de mercado e arcabouço regulatório adequados, a gestão das incertezas sobre o futuro do setor e a coordenação entre diferentes políticas setoriais. Para superar esses desafios, o relatório apresenta recomendações que enfatizam a sinergia entre políticas públicas, o desenvolvimento de estratégias flexíveis baseadas nas vantagens competitivas do país, a busca por políticas sem arrependimento e a criação de alianças internacionais estratégicas.

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Por fim, é fundamental articular as políticas energéticas com as de ciência, tecnologia e inovação, bem como investir em novas capacitações e vantagens competitivas. Dessa forma, o Brasil poderá enfrentar os desafios da transição energética com sucesso, promovendo um futuro sustentável e próspero para o setor energético do país.

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Projetos Similares

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Nesta análise, apresentaremos uma compilação de projetos semelhantes ao nosso, buscando inspiração e aprimoramento das funcionalides. Através desta análise, exploraremos diferentes abordagens e soluções adotadas por outros projetos para enfrentar problemas semelhantes aos nossos.

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WRI - SINAPSE

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É um sistema capaz de simular os efeitos de emissão de gases de efeito estufa (GEE) diretos e indiretos conforme as políticas setoriais. +Ou seja, o usuário insere um cenário e pode combinar com outros e ter uma simulação dos resultados. Por exemplo: se as exigências nos padrões de emissões dos veículos fossem maiores ou se o desmatamento ilegal chegasse a zero, quanto seria a redução de emissões do Brasil em 2050?

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Alt text

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LIMITAÇÕES

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    A incerteza de resultados cresce +proporcionalmente ao conjunto de políticas +inseridas nos cenários. Os dados de entrada +na ferramenta devem ser estudados, medidos +ou simulados sob determinado conjunto de +hipóteses.

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    O modelo não avalia adicionalidades de +medidas. O usuário pode, livremente, testar o +impacto da inserção dos 50 instrumentos de políticas +públicas disponíveis na ferramenta, embora muitas +não sejam adicionais.

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    Caracterizar o nível de incerteza, +numericamente, não é possível. +Limites de incerteza não foram associados aos dados +de entrada. Portanto, não é possível estimar o +grau de incerteza relativo aos dados de saída +(resultados). Como alternativa, o modelo oferece +suporte à análise de Monte Carlo, que pode medir a +sensibilidade dos resultados a alterações nos dados +de entrada

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    A ferramenta simula o impacto e não as +metas de políticas públicas. O EPS Brasil é +um modelo que permite a simulação de cenários +futuros, ou seja, de construção de trajetórias +possíveis. Contudo, esses cenários factíveis estão +sob a influência do operador da ferramenta do EPS +Brasil, o qual faz a inserção e estabelece o nível +de adoção de políticas.

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    São limitadas as opções de políticas para +o setor agrícola, florestas e outros usos +da terra. Na versão adaptada para o Brasil +não foi possível adicionar, sobretudo, políticas +da agricultura de baixo carbono.

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    Diversas técnicas são usadas para evitar +dupla contagem de impacto de políticas, e +essas técnicas envolvem trade-offs. Políticas +que alteram preços, como é o caso da taxação de +carbono, alteram a demanda por bens ou serviços e +as decisões dos compradores que procuram novos +equipamentos.

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FUTUROS DESENVOLVIMENTOS

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No momento, a ferramenta contempla somente dois +cenários: BAU e políticas de P&D sem arrependimento.

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    pode ser aprimorada a fim de permitir variações quanto ao +grau de implementação dessas políticas, em especial +no nível de desmatamento

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    Ademais, pode apresentar impactos adicionais decorrentes de políticas, tais como +a geração de emprego e renda associada à mitigação de +emissões de GEE.

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    Ainda, o modelo poderá ter o ano-base atualizado com vistas a produzir informações que +sejam recorrentemente utilizadas para a proposição de +políticas climáticas e de desenvolvimento sustentável.

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    podem ser adicionadas políticas de +incentivo à agricultura de baixo carbono

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    No setor florestal, podem ser consideradas políticas de +incentivo ao plantio de florestas comerciais, assim como +plantio misto de espécies exóticas e nativas

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    ao nível do setor de transportes, podem ser +considerados mandatos de vendas de veículos híbridos +flex, levando em conta a vocação do país na produção +de etanol

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    E, no caso do setor energético, incentivos à +produção de biocombustíveis de segunda geração, que +futuramente deverão encontrar nichos de consumo nos +transportes aéreo e marítimo, tendo em vista metas de +redução de emissões que terão que cumprir.

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FONTE DE DADOS ÚTEIS

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Podem ser afetados por limitações dos dados disponíveis. Mas existem algumas fontes que podemos usar no nosso projeto. +OBS: Os dados abaixo contém apenas uma amostra dos dados totais disponíveis.

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
DESCRIÇÃOValores específicos para o Brasil?Fonte de dados
Custo social do carbonoNãoUS Gov.
Custo da geração solar distribuídaNãoNREL; EnerNex, 2015
Eficiência de conversão elétrica por combustívelSimKoberle et al., 2018
Importação e exportação de eletricidadeSimEPE; ONS
Custo de substituição de combustível como fração do custo de construçãoNãoHerald News; ENN
Uso de água por tipo de plantaNãoPNNL
Capacidade da bateria por tipo de veículoNãoIrena; Lindon, 2016; Lambert, 2016
Capacidade total de geração solar e eólicaNãoIEA; Bloomberg, 2017a
Subsídios a combustíveis no cenário BAUSimKhanna et al., 2016; IISD;ODI
Taxa de importação por combustíveSimKPMG
Potencial de captura de CO2 direta do arParcialmenteRealmonte et al., 2019; IBGE
Elasticidades de produçãoNãoDamodaran, 2014; RFF
PopulaçãoSimIBGE
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Bibliografia

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https://www.wribrasil.org.br/sites/default/files/wribrasil-nota-tecnica-eps-brasil-pt.pdf

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L(b(e,"scroll"),b(window,"resize")).pipe(Ce(0,Oe),l(()=>rr(e)),V(rr(e)))}var Yn=function(){if(typeof Map!="undefined")return Map;function e(t,r){var n=-1;return t.some(function(o,i){return o[0]===r?(n=i,!0):!1}),n}return function(){function t(){this.__entries__=[]}return Object.defineProperty(t.prototype,"size",{get:function(){return this.__entries__.length},enumerable:!0,configurable:!0}),t.prototype.get=function(r){var n=e(this.__entries__,r),o=this.__entries__[n];return o&&o[1]},t.prototype.set=function(r,n){var o=e(this.__entries__,r);~o?this.__entries__[o][1]=n:this.__entries__.push([r,n])},t.prototype.delete=function(r){var n=this.__entries__,o=e(n,r);~o&&n.splice(o,1)},t.prototype.has=function(r){return!!~e(this.__entries__,r)},t.prototype.clear=function(){this.__entries__.splice(0)},t.prototype.forEach=function(r,n){n===void 0&&(n=null);for(var 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0?"":r,o=ba.some(function(i){return!!~n.indexOf(i)});o&&this.refresh()},e.getInstance=function(){return this.instance_||(this.instance_=new e),this.instance_},e.instance_=null,e}(),Gn=function(e,t){for(var r=0,n=Object.keys(t);r0},e}(),Jn=typeof WeakMap!="undefined"?new WeakMap:new Yn,Xn=function(){function e(t){if(!(this instanceof e))throw new TypeError("Cannot call a class as a function.");if(!arguments.length)throw new TypeError("1 argument required, but only 0 present.");var r=ga.getInstance(),n=new La(t,r,this);Jn.set(this,n)}return e}();["observe","unobserve","disconnect"].forEach(function(e){Xn.prototype[e]=function(){var t;return(t=Jn.get(this))[e].apply(t,arguments)}});var Aa=function(){return typeof nr.ResizeObserver!="undefined"?nr.ResizeObserver:Xn}(),Zn=Aa;var eo=new x,Ca=$(()=>k(new Zn(e=>{for(let t of e)eo.next(t)}))).pipe(g(e=>L(ze,k(e)).pipe(R(()=>e.disconnect()))),X(1));function he(e){return{width:e.offsetWidth,height:e.offsetHeight}}function ye(e){return Ca.pipe(S(t=>t.observe(e)),g(t=>eo.pipe(A(({target:r})=>r===e),R(()=>t.unobserve(e)),l(()=>he(e)))),V(he(e)))}function bt(e){return{width:e.scrollWidth,height:e.scrollHeight}}function ar(e){let t=e.parentElement;for(;t&&(e.scrollWidth<=t.scrollWidth&&e.scrollHeight<=t.scrollHeight);)t=(e=t).parentElement;return t?e:void 0}var to=new x,Ra=$(()=>k(new IntersectionObserver(e=>{for(let t of e)to.next(t)},{threshold:0}))).pipe(g(e=>L(ze,k(e)).pipe(R(()=>e.disconnect()))),X(1));function sr(e){return Ra.pipe(S(t=>t.observe(e)),g(t=>to.pipe(A(({target:r})=>r===e),R(()=>t.unobserve(e)),l(({isIntersecting:r})=>r))))}function ro(e,t=16){return dt(e).pipe(l(({y:r})=>{let n=he(e),o=bt(e);return r>=o.height-n.height-t}),J())}var cr={drawer:z("[data-md-toggle=drawer]"),search:z("[data-md-toggle=search]")};function no(e){return cr[e].checked}function Ke(e,t){cr[e].checked!==t&&cr[e].click()}function Ue(e){let t=cr[e];return b(t,"change").pipe(l(()=>t.checked),V(t.checked))}function ka(e,t){switch(e.constructor){case HTMLInputElement:return e.type==="radio"?/^Arrow/.test(t):!0;case HTMLSelectElement:case HTMLTextAreaElement:return!0;default:return e.isContentEditable}}function Ha(){return L(b(window,"compositionstart").pipe(l(()=>!0)),b(window,"compositionend").pipe(l(()=>!1))).pipe(V(!1))}function oo(){let e=b(window,"keydown").pipe(A(t=>!(t.metaKey||t.ctrlKey)),l(t=>({mode:no("search")?"search":"global",type:t.key,claim(){t.preventDefault(),t.stopPropagation()}})),A(({mode:t,type:r})=>{if(t==="global"){let n=_e();if(typeof n!="undefined")return!ka(n,r)}return!0}),pe());return Ha().pipe(g(t=>t?M:e))}function le(){return new URL(location.href)}function ot(e){location.href=e.href}function io(){return new x}function ao(e,t){if(typeof t=="string"||typeof t=="number")e.innerHTML+=t.toString();else if(t instanceof Node)e.appendChild(t);else if(Array.isArray(t))for(let r of t)ao(e,r)}function _(e,t,...r){let n=document.createElement(e);if(t)for(let o of 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G([r,t,o]).pipe(l(([{height:i},{offset:s,size:a},{x:f,y:c}])=>({offset:{x:s.x-f,y:s.y-c+i},size:a})))}(()=>{function e(n,o){parent.postMessage(n,o||"*")}function t(...n){return n.reduce((o,i)=>o.then(()=>new Promise(s=>{let a=document.createElement("script");a.src=i,a.onload=s,document.body.appendChild(a)})),Promise.resolve())}var r=class extends EventTarget{constructor(n){super(),this.url=n,this.m=i=>{i.source===this.w&&(this.dispatchEvent(new MessageEvent("message",{data:i.data})),this.onmessage&&this.onmessage(i))},this.e=(i,s,a,f,c)=>{if(s===`${this.url}`){let u=new ErrorEvent("error",{message:i,filename:s,lineno:a,colno:f,error:c});this.dispatchEvent(u),this.onerror&&this.onerror(u)}};let o=document.createElement("iframe");o.hidden=!0,document.body.appendChild(this.iframe=o),this.w.document.open(),this.w.document.write(` + + + + + + + + + + + + + + + + + + + + + +

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Levantamento das bases de dados/Organização do Projeto

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Descrição

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Bases de dados que usaremos no Projeto, Planejamento do Projeto, Equipe, Ferramentas do Projeto, Elicitação de Requisitos.

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Sprint 1 ( 18/06 - 25/06 )

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TarefaResponsáveis
Reunião com a Aline do TcuCaio Vitor,Eduardo Gurgel,Victor Lázaro,Pedro Braga,Ugor Costa
Trazer perguntas e soluções para o problema de transição energéticaCaio Vitor,Eduardo Gurgel,Victor Lázaro,Pedro Braga,Ugor Costa
Pesquisa sobre fontes de dadosCaio Vitor,Eduardo Gurgel,Victor Lázaro,Pedro Braga,Ugor Costa
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Objetivos da Sprint

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Preparar para as reuniões com os clientes no dia 27/06 das 09:00 até as 11:00.

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Resultado entregue

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Não se Aplica.

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US

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Não se Aplica.

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Observações

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Foram descobertas dashboards como o SINAPSE e o SIRENE.

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Sprint Retrospective

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Não se Aplica.

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Sprint 2 ( 25/06 - 02/07 )

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TarefaResponsáveis
Elicitação de RequisitosCaio Vitor,Eduardo Gurgel,Victor Lázaro,Pedro Braga,Ugor Costa
Criação do Github PagesCaio Vitor,Eduardo Gurgel,Victor Lázaro,Pedro Braga,Ugor Costa
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Objetivos da Sprint

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Entrevistas com o cliente para compreenção do problema.

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Resultado entregue

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Não se Aplica.

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US

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Não se Aplica.

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Observações

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Não possui.

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Sprint Retrospective

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Não se Aplica.

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Sprint 3 ( 02/07 - 09/07 )

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TarefaResponsáveis
Agendamento de Reunião com a Coordenadora JulianaCaio Vitor,Pedro Braga
Levantamento de RequisitosEduardo Gurgel
Elaboração de Dúvidas com a Coordenadora JulianaCaio Vitor,Eduardo Gurgel,Victor Lázaro,Pedro Braga,Ugor Costa
Mapeamento de Fonte de DadosEduardo Gurgel, Victório Lázaro e Ugor Costa
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Objetivos da Sprint

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Preparar para reunião com a coordenadora Juliana buscando solucionar dúvidas em relação à parte energética do projeto; Mapeamento de Fonte de dados que sejam relevantes para o projeto.

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Resultado Entregue

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Relatórios referentes a análise do SINAPSE e SIRENE, plataformas utilizadas pelo Ministério da Ciência, Tecnologia e Inovação; Pontos abordados pela professora Juliana: + - Variáveis de importação x Variáveis de exportação x Variáveis de produção + - Extrapolação até 2050

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US

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Não se Aplica.

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Observações

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Não possui.

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Sprint Retrospective

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Não se Aplica.

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Sprint 04 ( 09/07 - 16/07 )

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TarefaResponsáveis
Elaboração de Questionário para reunião com o TCUCaio Vitor, Eduardo Gurgel e Pedro Braga
Elaboração do Diagrama de Fluxo do projetoEduardo Gurgel
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Objetivos da Sprint

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Compreensão do problema enfrentado pelo TCU no processo de auditoria da transição energética, visto que haviam inconsistências nos problemas antes levantados, podendo-se perceber que os problemas antes levantados já haviam soluções.

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Resultado Entregue

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Foi visto que era necessário, para compreender melhor os problemas: + - Levantar dados PNE e BEN, modelar painéis (verificação de planejado/executado; modelar curvas de custo de abatimento). + - Estudar fontes, funcionamento e modelagem do Sirene e Sinapse. + - Realizar análise comparativa de potencias de PNE/BEN x Sirene e Sinapse. + - Exibir se as emissões cumprem as metas.

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US

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Não se Aplica.

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Observações

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Não possui.

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Sprint Retrospective

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Não se Aplica.

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Sprint 05 ( 16/07 - 23/07 )

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TarefaResponsáveis
Comparação SIE x SIRENEVictório Lázaro, Ugor Costa e Caio Victor
Análise curvas MACC sinapseEduardo Gurgel e Pedro Braga
Documentação sobre IRENA,IEA,NRElCaio Vitor e Victório Lázaro
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Objetivos da Sprint

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Analisar a base de dados SIE, SINAPSE e SIRENE.

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Resultado Entregue

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Foram entregues uma análise sobre o SINAPSE e apresentados lacunas na plataforma, um web-scrapping para o SIE e início da configuração de web-scrapping para o SINAPSE.

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US

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Não se Aplica.

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Observações

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Não possui.

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Sprint Retrospective

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Não se Aplica.

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Histórico de versão

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VersãoDataDescriçãoAutor
1.004/08/2023Criação do documentoCaio Vitor, Pedro Braga
1.109/08/2023Adição de Relatórios referentes as Sprints 3,4 e 5Pedro Braga
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Análise dos dados

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Descrição

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Etapa de criação da aplicação do projeto

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Sprint 6 (23/07 - 30/07)

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TarefaResponsáveis
Analisar o Plano Nacional de Energia 2050Eduardo Gurgel, Pedro Braga, Ugor
Documentação sobre IRENA,IEA,NRElCaio Vitor e Victório Lázaro
Criação do prototipo no FIGMAEduardo Gurgel
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Objetivo da Sprint

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Analisar profundamente as bases de dados do PNE 2050, IRENA, IEA e NREL para obter dados,informações e métodos utéis para o processo de auditoria do TCU.

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Resultado Entregue

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Relatórios de Análise do PNE 2050 apresentando cenários, variáveis de análise e etc; Relatórios de análise do IRENA, IEA e NREL.

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US

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Não se aplica.

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Observações

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Ficou em débito a entrega do protótipo do dashboard no FIGMA devido a dúvida do cliente em relação a tecnologia a ser utilizada (Python GUI ou PowerBI)

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Sprint Retrospective

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Não se aplica.

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Sprint 7 (30/07 - 06/08)

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TarefaResponsáveis
Elaboração do Dashboard EmpregabilidadeCaio Vitor
Elaboração do Dashboard Participação de Energia Renovavel na Matriz EnergéticaPedro Braga e Ugor Costa
Elaboração do Dashboard Participação por setor na Matriz EnergéticaPedro Braga e Ugor Costa
Elaboração do Dashboard de Cenários PNE 2050Victório Lázaro
Elaboração do Dashboard do Custo de Implementação por SetorEduardo Gurgel
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Objetivos da Sprint

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Adicionar Atribuições repassadas pela coordenadora Carla Aguiar e iniciar a elaboração do Dashboard no PowerBI

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Resultado entregue

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Dashboards referentes a Empregabilidade por setor, Potencia acumulada por Cenário, Geração Período Médio Por Cenário do Plano Nacional de Energia 2050, Balanço de Potência Por Cenário do Plano Nacional de Energia 2050 e Balanço de potência. +Atribuições de Scrum Master, Product Manager, Líder Técnico, Community Manager e Devops/Arquiteto/Automações.

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US

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Não se aplica.

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Observações

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Não possui.

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Rituais da Equipe

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Review: Timebox de 40 minutos

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A equipe, junto a um stackholder, realiza uma revisão das entregas. Realizado todas as quintas-feiras às 11:00 ou 12:00

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Retro + Planning: Timebox de 1 hora e 30 minutos

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Primeiramente ocorre uma retrospectiva do ocorrido em uma sprint, nela são debatidos pontos positivos e negativos, além de possíveis ações para evitar futuros problemas e melhor a produtividade da equipe. Logo em seguida ocorre a Sprint Planning, onde são divididas as tarefas e squads encarregados para o trabalho nas próximas issues. +Realizada todas as sextas-feiras às 11:00

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Daily: Timebox de 15 minutos

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Espaço de tempo voltado para que os integrantes da equipe compartilhem um pouco mais detalhadamente o andamento das atividades, dificuldades encontradas e como está o andamento .

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VersãoDataDescriçãoAutor
1.009/08/2023Criação do documentoPedro Braga
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Reunião 1 - Reunião de apresentação

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Nesta semana realizamos a reunião com os mentores (TCU) e também a primeira reunião do grupo do projeto

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Período: De 19/06/2023 até 23/06/2023

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informações

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Reunião para conhecer o cliente realizada dia 22/06, 10h - 12h

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Presentes

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ParticipantesPresente
Caio VitorPresente
Eduardo GurgelPresente
Pedro BragaPresente
Ugor CostaPresente
Victor LázaroPresente
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Atividades

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AtividadeResponsáveis
Apresentação da equipeToda a equipe
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Histórico de versão

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VersãoDataDescriçãoAutor
1.026/06/2023Criação do documentoEduardo
1.126/06/2023Adicionando artefatos trabalhados na sprintEduardo
1.203/07/2023Atualização do documentoEduardo
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Reunião 2 - Reunião de acompanhamento

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Nos reunimos com os monitores do projeto para discutir o que foi realizado no projeto até o momento

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Período: De 26/06/2023 até 30/06/2023

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informações

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Reunião para conhecer as regras de negócio dia 30/06, 12h às 13h

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Presentes

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ParticipantesPresente
Caio VitorPresente
Eduardo GurgelPresente
Pedro BragaPresente
Ugor CostaPresente
Victor LázaroPresente
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Atividades

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DataAtividadeResponsáveis
27/06/2023Acompanhamento do projetoToda a equipe
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Histórico de versão

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VersãoDataDescriçãoAutor
1.026/06/2023Criação do documentoEduardo
1.126/06/2023Adicionando artefatos trabalhados na sprintEduardo
1.203/07/2023Atualização do documentoEduardo
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Reunião com a equipe de negócio do TCU

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Nesta semana realizamos a reunião com os responsáveis pelas regras de negócio do (TCU) e também definimos os próximos passos do projeto.

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Cronograma de atividades

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imgpsh_mobile_save

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Período: De 26/06/2023 até 30/06/2023

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informações

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Reunião para conhecer as regras de negócio dia 27/06, 10h - 12h

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Presentes

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ParticipantesPresente
Caio VitorPresente
Eduardo GurgelPresente
Pedro BragaPresente
Ugor CostaPresente
Victor LázaroPresente
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Atividades

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DataAtividadeResponsáveis
27/06/2023Apresentação das regras de negócioToda a equipe
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Histórico de versão

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VersãoDataDescriçãoAutor
1.026/06/2023Criação do documentoEduardo
1.126/06/2023Adicionando artefatos trabalhados na sprintEduardo
1.203/07/2023Atualização do documentoEduardo
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Reunião 3

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Nesta semana realizamos a reunião com os mentores (TCU) e também a primeira reunião do grupo do projeto

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Período: De 19/06/2023 até 23/06/2023

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informações

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Reunião para conhecer o cliente realizada dia 22/06, 10h - 12h

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Presentes

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ParticipantesPresente
Caio VitorPresente
Eduardo GurgelPresente
Pedro BragaPresente
Ugor CostaPresente
Victor LázaroPresente
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Atividades

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AtividadeResponsáveis
Apresentação da equipeToda a equipe
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Histórico de versão

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1.026/06/2023Criação do documentoEduardo
1.126/06/2023Adicionando artefatos trabalhados na sprintEduardo
1.203/07/2023Atualização do documentoEduardo
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Reunião 4

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Nesta semana realizamos a primeira reunião de acompanhamento com os monitores

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Período: De 26/06/2023 até 30/06/2023

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informações

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  • Reunião com o TCU - 27/06
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  • Reunião de acompanhamento com os monitores 30/06
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Presentes

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Caio VitorPresente
Eduardo GurgelPresente
Pedro BragaPresente
Ugor CostaPresente
Victor LázaroPresente
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Reunião 5

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Nesta semana realizamos a reunião com o TCU para validar as fontes de dados que encontramos e a reunião com a equipe para tomar decisões do projeto.

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Período: De 03/07/2023 até 07/07/2023

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informações

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  • Reunião com o TCU - 05/07
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  • Reunião da equipe 07/07
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Presentes

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Caio VitorPresente
Eduardo GurgelPresente
Pedro BragaPresente
Ugor CostaPresente
Victor LázaroPresente
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Reunião 6

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Nesta semana realizamos a reunião com o TCU para verificar: Levantar dados PNE e BEN, modelar painéis (verificação de planejado/executado; modelar curvas de custo de abatimento); Fontes, funcionamento e modelagem do Sirene e Sinapse; Realizar análise comparativa de potencias de PNE/BEN x Sirene e Sinapse. E a reunião de acompanhamento com os monitores.

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Período: De 10/07/2023 até 14/07/2023

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informações

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  • Reunião com o TCU - 11/07
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  • Reunião de acompanhamento - 14/07
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Presentes

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Caio VitorPresente
Eduardo GurgelPresente
Pedro BragaPresente
Ugor CostaPresente
Victor LázaroPresente
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Reunião 03/08

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Pautas da reunião

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  • Andamento
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Atribuições

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Scrum Master

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Este indivíduo tem como função garantir que os rituais propostos pela equipe com base na metodologia Scrum sejam fielmente seguidos. Além de monitorar os membros do grupo, impulsionar e resolver eventuais conflitos. Pode-se resumir como "Líder" da equipe Scrum. +- Membro responsável: Pedro Braga @Stain19

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Product manager

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Este indivíduo tem como competência detalhar o roadmap do projeto, elaborar issues, organizar o GitProject e marcar reuniões com os stackholders. +- Membro Responsável: Eduardo Gurgel @EduardoGurgel

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Líder Técnico

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Este indivíduo tem como competência direcionar os estudos da equipe e garimpar conteúdos, tutoriais e treinamentos relacionados ao projeto. Além de documentar decisões técnicas e garantir que os conteúdos técnicos aprendidos circulem entre os membros do grupo. +- Membro Responsável: Ugor Brandão @ubrando

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Community manager

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Este indivíduo tem como competência organizar, planejar e estruturar a documentação afim de transparecer o andamento do projeto com stackholders. Sua função deve ser trabalhada próxima ao product manager. +Cabe a ele organizar o GitPage do projeto +04-PipelineTCU +- Membro Responsável: Caio Vitor @caiozim112

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Devops/Arquitetura/Automações

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Este indivíduo tem como competência lidar com as automações que o projeto terá, decidir e organizar a arquitetura utilizada no projeto e disponibilizar o projeto ao cliente(TCU), deploy, integração, etc. +- Membro Responsável: Victório Lázaro @Victor-oss

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Revisão da Sprint 6

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Realizado

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Caio Victor

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  • Feita a análise da base de dados do IRENA de acordo com a issue #26
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  • Adição de dados de renda relacionada à setor energético no PowerBI
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Eduardo Gurgel

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  • Elaboração de um roadmap para análise da estrutura do projeto. Foram aferidas quais tecnologias poderiam ser utilizadas para processamento de grandes quantidades de dados.
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Pedro Henrique Braga

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  • Foi feito um estudo sobre o PNE 2050 afim de verificar e avaliar quais dados são relevantes para auditoria realizada pelo TCU e afins.
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  • Contribuição para Criação do Parsing para coleta de dados de entrada disponíveis pelo PNE, feito em pareamento com o Victório Lázaro.
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Ugor Brandão

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  • Foi feito o parsing de dados do Balanço Energético Nacional e os dados foram dispostos no PowerBi
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Victório Lázaro

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    Estudou-se a base de dados do IRENA para aferição de dados de renda e empregabilidade relacionados às fontes ernegéticas.

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    Criação do parsing dos dados de entrada do PNE.

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    Adição dos dados ao PowerBi

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Presentes na reunião

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  • [x] Eduardo Gurgel
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  • [x] Pedro Henrique Braga
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  • [x] Ugor Brandão
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  • [x] Victório Lázaro
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Cronograma

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Introdução

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  O cronograma é uma ferramenta que tem como objetivo organizar as atividades, os recursos e os prazos de um projeto de forma visual, neste caso, em tabelas. Os cronogramas a seguir foram construídos a partir das datas e prazos estimulados pelos integrantes do Projeto.

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Cronograma geral

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EtapaTítuloDescriçãoInícioEntrega
1Levantamento das bases de dados/Organização do Projeto

Bases de dados que usaremos no Projeto, Planejamento do Projeto, Equipe, Ferramentas do Projeto, Elicitação de Requisitos

19/0623/07
2Análise dos dados

Criação da Aplicação

24/0727/10
3Relatório/Apresentação Final

Criação do Relatório que será apresentado ao final do Projeto

27/1027/11
+
Tabela 1 - Cronograma geral da equipe.
+ +

OBS: A Respectiva Etapas das sprints estão documentadas na ata de Comunicação

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Histórico de versão

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VersãoDataDescriçãoAutor
1.004/07/2023Criação do documentoCaio Vitor Carneiro
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Roadmap

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Introdução

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  O roadmap é uma ferramenta visual que nos auxilia na orientação e no planejamento ao longo do projeto, e descreve a trajetória para o desenvolvimento e conclusão do projeto ao longo do tempo. Ele tem uma importância significativa em várias etapas do ciclo de vida de um projeto e oferece diversos benefícios.

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  Além disso, o roadmap desempenha um papel estratégico ao ajudar na definição de prioridades e metas, o que facilita na designação de tarefas.

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Roadmap do projeto

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Histórico de versão

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VersãoDataDescriçãoAutor
1.011/08/2023Criação do documentoEduardo Gurgel
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Dashboard

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Introdução

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Neste documento, apresentaremos as Dashboards criadas com a utilização das nossas fontes de dados.

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1. Empregabilidade ao longos dos anos e Empregabilidade das tecnologias ao longos dos anos

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Realizado com Dados do Renewable Energy and Jobs de 2022 à 2013

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PowerBi Disponivel em: Drive

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Figura 1: Apresentação da Dash de Empregabilidade

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2. Potência Acumulada Por Cenário do Plano Nacional de Energia 2050

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Realizado com Dados do Plano Nacional de Energia 2050 de 2050 à 2015.

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Figura 2: Potência Acumulada (MW) por Cenário

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3. Geração Período Médio Por Cenário do Plano Nacional de Energia 2050

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Realizado com Dados do Plano Nacional de Energia 2050 de 2050 à 2015.

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Figura 3: Geração Período Médio (MW Médios)

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4. Balanço de Potência Por Cenário do Plano Nacional de Energia 2050

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Realizado com Dados do Plano Nacional de Energia 2050 de 2050 à 2015.

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Figura 4: Balanço de Potência (MW)

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5. Balanço de Potência Por Cenário do Plano Nacional de Energia 2050

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Realizado com Dados do Sistema de Informações Energéticas - Ministério de Minas e Energia.

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Figura 5: Painel TCU

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6. Participação por setor na matriz energética brasileira e mundial

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Realizados com Dados do Energy Statistics Data Browser - IEA.

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Figura 6: Participação por setor na matriz energética brasileira

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Figura 7: Participação por setor na matriz energética mundial

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Fonte de dados

+

Introdução

+

Neste documento, apresentamos as fontes de dados encontradas e sua relevância para o nosso projeto de análise.

+

Legenda

+

Abaixo estão listadas algumas legendas que serão utilizadas nas tabelas dos requisitos a seguir.

+

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
LegendaArtefato
TabelaO nome da tabela que contém o campo.
CampoO nome do campo ou coluna na tabela.
DescriçãoUma breve descrição do campo e das informações que ele representa.
Tipo de DadoO tipo de dado armazenado no campo (inteiro, texto, data, decimal, etc.).
RestriçõesQuaisquer restrições ou regras aplicáveis ao campo (chave primária, chave estrangeira, formato válido, etc.).
+

+

Fonte de dados

+

As tabelas contidas dentros dos toggles evidenciam o dados que encontramos.

+
+ Balanço Energético Nacional 2023 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosEmpresa de Pesquisa energética
Relatório SínteseRelatório Síntese.pdf +
Tipo de dados.csv
+ +
+ +
+ Plano Nacional de Energia 2050 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosEmpresa de Pesquisa energética
Relatório SínteseRelatório Síntese.pdf +
Tipo de dados.pdf, .csv
+ +
+ +
+ Renewable Energy and Jobs - Annual Review 2022 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2022Renewable Energy and Jobs - Annual Review 2022 +
Tipo de dados.pdf, .csv
+
+ +
+ Renewable Energy and Jobs - Annual Review 2021 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2021Renewable Energy and Jobs - Annual Review 2021 +
Tipo de dados.pdf
+
+ +
+ Renewable Energy and Jobs - Annual Review 2020 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2020Renewable Energy and Jobs - Annual Review 2020 +
Tipo de dados.pdf
+
+ +
+ Renewable Energy and Jobs - Annual Review 2019 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2019Renewable Energy and Jobs - Annual Review 2019 +
Tipo de dados.pdf
+
+ +
+ Renewable Energy and Jobs - Annual Review 2018 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2018Renewable Energy and Jobs - Annual Review 2018 +
Tipo de dados.pdf
+
+ +
+ Renewable Energy and Jobs - Annual Review 2017 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2017Renewable Energy and Jobs - Annual Review 2017 +
Tipo de dados.pdf
+
+ +
+ Renewable Energy and Jobs - Annual Review 2016 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2016Renewable Energy and Jobs - Annual Review 2016 +
Tipo de dados.pdf
+
+ +
+ Renewable Energy and Jobs - Annual Review 2015 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2015Renewable Energy and Jobs - Annual Review 2015 +
Tipo de dados.pdf
+
+ +
+ Renewable Energy and Jobs - Annual Review 2014 + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2014Renewable Energy and Jobs - Annual Review 2014 +
Tipo de dados.pdf
+
+ +
+ Renewable Energy and Jobs - Annual Review 2013 + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosInternational Renewable Energy Agency
Relatório 2013Renewable Energy and Jobs - Annual Review 2013 +
Tipo de dados.pdf
+
+ +
+ Sistema de Informações Energéticas - Ministério de Minas e Energia + + + + + + + + + + + + + + + + + + + + + + + +
AnexosReferência
Referência dos dadosSistema de Informações Energéticas - Ministério de Minas e Energia
Matriz de Balanço energético NacionalSistema de Informações Energéticas - Ministério de Minas e Energia +
Tipo de dados.xlsx
+
+ + + +


+

Histórico de versão

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
VersãoDataDescriçãoAutor(es)
1.009/07/2023Criação do documentoEduardo
1.110/07/2023Adição da fonte Plano Nacional de EnergiaVictório
1.302/08/2023Adição das fontes do IrenaCaio Vitor
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Pipeline de Dados

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Pipeline de dados e análises para modelagem de curvas de custo de marginal de abatimento do carbono das diversas alternativas do setor energético brasileiro para fins de suportar avaliação de custo-efetividade de políticas de transição energética do país.

+

Mentores: Aline, TCU

+

1. Sobre o projeto

+

O pipeline de dados é um projeto que tem o objetivo de reunir fontes de dados em um painel centralizado e eficiente, possibilitando a coleta, processamento e transformação de informações de diversas origens. +No contexto da transição energética brasileira, o pipeline de dados desempenha um papel fundamental, à medida que o Brasil se compromete com a transformação de sua matriz energética até o ano de 2050, surge a necessidade de monitorar, analisar e tomar decisões informadas se torna ainda mais crucial. +Esse projeto pode ser utilizado para modelar diferentes cenários de transição energética, levando em consideração variáveis como investimentos em infraestrutura, impactos ambientais e socioeconômicos. Essa análise abrangente auxilia na formulação de estratégias políticas e na definição de metas realistas para alcançar os objetivos da transição até 2050.

+

2. Resultados Esperados

+

levantamento de dados públicos de fontes nacionais e internacionais, arquitetura, análises e propostas de curva de custo marginal de abatimento de carbono das diversas alternativas para transição energética brasileira, de forma a auxiliar a auditoria do processo, realizado pelo MCTI e MME, pelo TCU.

+

3. Estrutura do Projeto

+
    +
  • A documentação do Projeto foi contruido utilizando o Github Pages e estruturada para seguir o modelo de atas, que documentam o projeto em sua respectiva etapas.
  • +
+

4. Tecnologias

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
FerramentaFinalidade
GitHubHospedagem do repositório para o projeto
Microsoft TeamsReunião da equipe para gravar as apresentações
TelegramUtilização de grupo para comunicação entre os integrantes da equipe
ExcelAplicativo para disponibilização dos horários disponíveis de cada integrante.
Power AutomateAutomatização de tarefas
PowerBIFerramenta para exibição de gráficos e tabelas
FigmaFerramenta para prototipagem, elaboração de roadmaps e backlog.
Visual Studio CodeEdição dos artefatos
+

5. Visualização do PowerBi e Fontes de Dados

+

Por Questões de Permissão disponíveis apenas para membros da organização "@unb.br"

+

Visualização

+

6. Rodando o Projeto

+

Clonando o Projeto

+
$ git clone https://github.com/ResidenciaTICBrisa/04_PipelineTCU.git
+$ cd 04_PipelineTCU
+
+

Instalando o Python

+

https://git-scm.com/downloads

+

Rodando os scripts em Python

+
$ python3 "nome_do_arquivo".py
+
+

7. Colaboradores

+ + + + + + + +
+ + Foto Caio Vitor
+ + Caio Vitor + +
+
+ + Foto Eduardo Gurgel
+ + Eduardo Gurgel + +
+
+ + Foto Pedro Braga
+ + Pedro Braga + +
+
+ + Foto Ugor Costa
+ + Ugor Costa + +
+
+ + Foto Victor
+ + Victor Lázaro + +
+
+ +


+

8. Papéis

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
MembroPapel
Caio VitorCommunity Manager
Eduardo GurgelProduct Manager
Pedro BragaScrum master
Ugor CostaLíder Técnico
Victório LázaroDevops/Arquitetura
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Backlog do Produto

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Introdução

+

O backlog do produto é uma lista dinâmica e priorizada de todas as funcionalidades, requisitos, melhorias e correções que precisam ser desenvolvidas em um projeto. Ele serve como um repositório central de todas as necessidades e demandas dos usuários, stakeholders e equipe de desenvolvimento.

+

Essa lista é organizada em ordem de prioridade, com os itens mais importantes ou de maior valor estratégico no topo. O backlog do produto evolui ao longo do tempo, à medida que novas informações são obtidas, prioridades mudam e o projeto se adapta às necessidades do mercado.

+

Metodologia

+

A metodologia do backlog do produto é uma abordagem estruturada e colaborativa para gerenciar as demandas e requisitos de um produto ou projeto de forma ágil. Ela é parte fundamental da metodologia Scrum e outras metodologias ágeis, onde o desenvolvimento é orientado por ciclos curtos de trabalho chamados sprints.

+

Etapa de elicitação

+ +

Etapa de Priorização

+ +

Elicitação de Requisitos

+ + +

Temas

+

...

+

Épicos

+

Épicos +- E01 - Visualização de dados +- E02 - Filtrar dados +- E03 - Simular cenário +- E04 - Comparar cenário

+

+ + + + + + + + + + + + + + + + + + + + + + + + + +
TemaÉpicosID
VisualizaçãoVisualização de dados: As funcionalidades relacionadas a Visualização de dadosEP01
SistemaFiltrar dados: Funcionalidades de filtragem de dadosEP02
Simular cenário: Estabelece o cenário de transiçãoEP03
Comparar cenário: Compara os cenários e diferençasEP04
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Arquitetura dashboard

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Descrição

+

A arquitetura de stream de dados é uma abordagem moderna e eficiente para lidar com a ingestão, processamento e análise em tempo real de grandes volumes de dados em constante fluxo. Essa arquitetura é amplamente adotada em ambientes que exigem respostas em tempo real e insights acionáveis a partir dos dados gerados por diversas fontes, como sensores, aplicativos web, dispositivos móveis e sistemas distribuídos.

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Figma

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+ + + + + + + + + \ No newline at end of file diff --git a/modelagem/prototipo/index.html b/modelagem/prototipo/index.html new file mode 100644 index 0000000..51b46d2 --- /dev/null +++ b/modelagem/prototipo/index.html @@ -0,0 +1,1296 @@ + + + + + + + + + + + + + + + + + + + + + + Protótipo - PipelineTCU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Protótipo Dashboard

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Descrição

+

O protótipo foi realizado no figma, demonstrando a viabilidade e funcionalidade do projeto. Agora, com base nos resultados obtidos, estamos prontos para avançar para a próxima fase de desenvolvimento, onde aperfeiçoaremos ainda mais o produto e o prepararemos para sua implementação final.

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Figma

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Requisitos

+

Introdução

+

Neste documento, apresentamos os requisitos propostos para a elaboração do pipeline, que desempenhará um papel fundamental no garantir um bom funcionamento do produto final. O pipeline é uma estrutura crucial para o fluxo contínuo de dados e informações dentro do sistema, permitindo a automatização de processos, a integração de diferentes componentes e a otimização do fluxo de trabalho.

+

Os requisitos aqui descritos abrangem uma ampla gama de aspectos, desde a captura e ingestão de dados até o processamento, transformação e entrega dos mesmos. É essencial que o pipeline seja capaz de lidar com diferentes tipos de dados, como texto, imagens, áudio e vídeo, de forma eficiente e confiável.

+

Legenda

+

Abaixo estão listadas algumas legendas que serão utilizadas nas tabelas dos requisitos a seguir.

+

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
LegendaArtefato
BBrainstorming
CCenários
EÉpico
ENTEntrevista
ESEspecificação Suplementar
GLOGlossário
INTIntrospecção
LLéxico
PPersonas
QQuestionário
RFRequisitos Funcionais
RNFRequisitos não Funcionais
STStorytelling
UCCasos de Uso
USHistórias de usuário
+
+

Tabela 1: Sigla de cada etapa (Fonte: autor, 2023).

+
+ +

Requisitos funcionais

+

As tabelas contidas dentros dos toggles evidenciam as informações já citadas dos requisitos funcionais elicitados durante o projeto. Tabelas a seguir:

+
+ RF01 - Selecionar um cenário de política + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF02 - Começar um novo cenário + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ + + +
+ +
+ RF03 - Salvar o cenário + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ + +
+ +
+ RF04 - Renomear o cenário + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF05 - Deletar o cenário + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF06 - Fazer o download dos gráficos e configurações de políticas + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ + + +
+ +
+ RF07 - Compartilhar o cenário + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF08 - Alternar a visualização dos gráficos entre um ou dois + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF09 - Selecionar cenários e compará-los + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF10 - Selecionar o gráfico + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF11 - Filtrar a busca + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF12 - Visualizar detalhes da curva + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF13 - Visualizar 'minha conta' + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ +
+ +
+ RF14 - Acessar guia de uso + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TópicoReferência
ÉpicoE1
História de usuárioUS01 +
TemaNotas
Elicitação/
Léxico
Caso de UsoUC01
CenárioC01
Funcionalidade
+ + +
+ +


+

Requisitos não funcionais

+

São os critérios ou restrições que definem qualidades ou características do sistema que não estão diretamente relacionadas às funcionalidades específicas do sistema, mas são importantes para garantir seu desempenho, segurança, usabilidade, confiabilidade, entre outros aspectos.

+
+ RNF01 - A aplicação exibirá os dados seguros + + + + + + + + + + + + + + + + + +
TópicoReferência
Performance
Especificação SuplementarPerformance +
Elicitação +
+ + +
+ +
+ RNF02 - A aplicação terá acesso por usuário senha + + + + + + + + + + + + + + + + + +
TópicoReferência
Performance
Especificação SuplementarPerformance +
Elicitação +
+ + +
+ +
+ RNF03 - A aplicação irá gerar os gráficos de forma eficiente + + + + + + + + + + + + + +
TópicoReferência
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Bibliografia

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[1] SERRANO, Milene; SERRANO, Maurício. Requisitos - Aula 24. 2019. Acessado em: 04/07/2023
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Histórico de versão

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1.1-Adição de alguns requisitos funcionais=
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+ + + + + + + + + \ No newline at end of file diff --git a/search/search_index.json b/search/search_index.json new file mode 100644 index 0000000..1f20ab1 --- /dev/null +++ b/search/search_index.json @@ -0,0 +1 @@ +{"config":{"lang":["pt"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"]},"docs":[{"location":"","title":"Pipeline de Dados","text":"

Pipeline de dados e an\u00e1lises para modelagem de curvas de custo de marginal de abatimento do carbono das diversas alternativas do setor energ\u00e9tico brasileiro para fins de suportar avalia\u00e7\u00e3o de custo-efetividade de pol\u00edticas de transi\u00e7\u00e3o energ\u00e9tica do pa\u00eds.

Mentores: Aline, TCU

"},{"location":"#1-sobre-o-projeto","title":"1. Sobre o projeto","text":"

O pipeline de dados \u00e9 um projeto que tem o objetivo de reunir fontes de dados em um painel centralizado e eficiente, possibilitando a coleta, processamento e transforma\u00e7\u00e3o de informa\u00e7\u00f5es de diversas origens. No contexto da transi\u00e7\u00e3o energ\u00e9tica brasileira, o pipeline de dados desempenha um papel fundamental, \u00e0 medida que o Brasil se compromete com a transforma\u00e7\u00e3o de sua matriz energ\u00e9tica at\u00e9 o ano de 2050, surge a necessidade de monitorar, analisar e tomar decis\u00f5es informadas se torna ainda mais crucial. Esse projeto pode ser utilizado para modelar diferentes cen\u00e1rios de transi\u00e7\u00e3o energ\u00e9tica, levando em considera\u00e7\u00e3o vari\u00e1veis como investimentos em infraestrutura, impactos ambientais e socioecon\u00f4micos. Essa an\u00e1lise abrangente auxilia na formula\u00e7\u00e3o de estrat\u00e9gias pol\u00edticas e na defini\u00e7\u00e3o de metas realistas para alcan\u00e7ar os objetivos da transi\u00e7\u00e3o at\u00e9 2050.

"},{"location":"#2-resultados-esperados","title":"2. Resultados Esperados","text":"

levantamento de dados p\u00fablicos de fontes nacionais e internacionais, arquitetura, an\u00e1lises e propostas de curva de custo marginal de abatimento de carbono das diversas alternativas para transi\u00e7\u00e3o energ\u00e9tica brasileira, de forma a auxiliar a auditoria do processo, realizado pelo MCTI e MME, pelo TCU.

"},{"location":"#3-estrutura-do-projeto","title":"3. Estrutura do Projeto","text":"
  • A documenta\u00e7\u00e3o do Projeto foi contruido utilizando o Github Pages e estruturada para seguir o modelo de atas, que documentam o projeto em sua respectiva etapas.
"},{"location":"#4-tecnologias","title":"4. Tecnologias","text":"Ferramenta Finalidade GitHub Hospedagem do reposit\u00f3rio para o projeto Microsoft Teams Reuni\u00e3o da equipe para gravar as apresenta\u00e7\u00f5es Telegram Utiliza\u00e7\u00e3o de grupo para comunica\u00e7\u00e3o entre os integrantes da equipe Excel Aplicativo para disponibiliza\u00e7\u00e3o dos hor\u00e1rios dispon\u00edveis de cada integrante. Power Automate Automatiza\u00e7\u00e3o de tarefas PowerBI Ferramenta para exibi\u00e7\u00e3o de gr\u00e1ficos e tabelas Figma Ferramenta para prototipagem, elabora\u00e7\u00e3o de roadmaps e backlog. Visual Studio Code Edi\u00e7\u00e3o dos artefatos"},{"location":"#5-visualizacao-do-powerbi-e-fontes-de-dados","title":"5. Visualiza\u00e7\u00e3o do PowerBi e Fontes de Dados","text":"

Por Quest\u00f5es de Permiss\u00e3o dispon\u00edveis apenas para membros da organiza\u00e7\u00e3o \"@unb.br\"

Visualiza\u00e7\u00e3o

"},{"location":"#6-rodando-o-projeto","title":"6. Rodando o Projeto","text":""},{"location":"#clonando-o-projeto","title":"Clonando o Projeto","text":"
$ git clone https://github.com/ResidenciaTICBrisa/04_PipelineTCU.git\n$ cd 04_PipelineTCU\n
"},{"location":"#instalando-o-python","title":"Instalando o Python","text":"

https://git-scm.com/downloads

"},{"location":"#rodando-os-scripts-em-python","title":"Rodando os scripts em Python","text":"
$ python3 \"nome_do_arquivo\".py\n
"},{"location":"#7-colaboradores","title":"7. Colaboradores","text":"Caio Vitor Eduardo Gurgel Pedro Braga Ugor Costa Victor L\u00e1zaro"},{"location":"#8-papeis","title":"8. Pap\u00e9is","text":"Membro Papel Caio Vitor Community Manager Eduardo Gurgel Product Manager Pedro Braga Scrum master Ugor Costa L\u00edder T\u00e9cnico Vict\u00f3rio L\u00e1zaro Devops/Arquitetura"},{"location":"analise/projetos_similares/","title":"Projetos Similares","text":"

Nesta an\u00e1lise, apresentaremos uma compila\u00e7\u00e3o de projetos semelhantes ao nosso, buscando inspira\u00e7\u00e3o e aprimoramento das funcionalides. Atrav\u00e9s desta an\u00e1lise, exploraremos diferentes abordagens e solu\u00e7\u00f5es adotadas por outros projetos para enfrentar problemas semelhantes aos nossos.

"},{"location":"analise/projetos_similares/#wri-sinapse","title":"WRI - SINAPSE","text":"

\u00c9 um sistema capaz de simular os efeitos de emiss\u00e3o de gases de efeito estufa (GEE) diretos e indiretos conforme as pol\u00edticas setoriais. Ou seja, o usu\u00e1rio insere um cen\u00e1rio e pode combinar com outros e ter uma simula\u00e7\u00e3o dos resultados. Por exemplo: se as exig\u00eancias nos padr\u00f5es de emiss\u00f5es dos ve\u00edculos fossem maiores ou se o desmatamento ilegal chegasse a zero, quanto seria a redu\u00e7\u00e3o de emiss\u00f5es do Brasil em 2050?

"},{"location":"analise/projetos_similares/#limitacoes","title":"LIMITA\u00c7\u00d5ES","text":"
  • A incerteza de resultados cresce proporcionalmente ao conjunto de pol\u00edticas inseridas nos cen\u00e1rios. Os dados de entrada na ferramenta devem ser estudados, medidos ou simulados sob determinado conjunto de hip\u00f3teses.

  • O modelo n\u00e3o avalia adicionalidades de medidas. O usu\u00e1rio pode, livremente, testar o impacto da inser\u00e7\u00e3o dos 50 instrumentos de pol\u00edticas p\u00fablicas dispon\u00edveis na ferramenta, embora muitas n\u00e3o sejam adicionais.

  • Caracterizar o n\u00edvel de incerteza, numericamente, n\u00e3o \u00e9 poss\u00edvel. Limites de incerteza n\u00e3o foram associados aos dados de entrada. Portanto, n\u00e3o \u00e9 poss\u00edvel estimar o grau de incerteza relativo aos dados de sa\u00edda (resultados). Como alternativa, o modelo oferece suporte \u00e0 an\u00e1lise de Monte Carlo, que pode medir a sensibilidade dos resultados a altera\u00e7\u00f5es nos dados de entrada

  • A ferramenta simula o impacto e n\u00e3o as metas de pol\u00edticas p\u00fablicas. O EPS Brasil \u00e9 um modelo que permite a simula\u00e7\u00e3o de cen\u00e1rios futuros, ou seja, de constru\u00e7\u00e3o de trajet\u00f3rias poss\u00edveis. Contudo, esses cen\u00e1rios fact\u00edveis est\u00e3o sob a influ\u00eancia do operador da ferramenta do EPS Brasil, o qual faz a inser\u00e7\u00e3o e estabelece o n\u00edvel de ado\u00e7\u00e3o de pol\u00edticas.

  • S\u00e3o limitadas as op\u00e7\u00f5es de pol\u00edticas para o setor agr\u00edcola, florestas e outros usos da terra. Na vers\u00e3o adaptada para o Brasil n\u00e3o foi poss\u00edvel adicionar, sobretudo, pol\u00edticas da agricultura de baixo carbono.

  • Diversas t\u00e9cnicas s\u00e3o usadas para evitar dupla contagem de impacto de pol\u00edticas, e essas t\u00e9cnicas envolvem trade-offs. Pol\u00edticas que alteram pre\u00e7os, como \u00e9 o caso da taxa\u00e7\u00e3o de carbono, alteram a demanda por bens ou servi\u00e7os e as decis\u00f5es dos compradores que procuram novos equipamentos.

"},{"location":"analise/projetos_similares/#futuros-desenvolvimentos","title":"FUTUROS DESENVOLVIMENTOS","text":"

No momento, a ferramenta contempla somente dois cen\u00e1rios: BAU e pol\u00edticas de P&D sem arrependimento.

  • pode ser aprimorada a fim de permitir varia\u00e7\u00f5es quanto ao grau de implementa\u00e7\u00e3o dessas pol\u00edticas, em especial no n\u00edvel de desmatamento

  • Ademais, pode apresentar impactos adicionais decorrentes de pol\u00edticas, tais como a gera\u00e7\u00e3o de emprego e renda associada \u00e0 mitiga\u00e7\u00e3o de emiss\u00f5es de GEE.

  • Ainda, o modelo poder\u00e1 ter o ano-base atualizado com vistas a produzir informa\u00e7\u00f5es que sejam recorrentemente utilizadas para a proposi\u00e7\u00e3o de pol\u00edticas clim\u00e1ticas e de desenvolvimento sustent\u00e1vel.

  • podem ser adicionadas pol\u00edticas de incentivo \u00e0 agricultura de baixo carbono

  • No setor florestal, podem ser consideradas pol\u00edticas de incentivo ao plantio de florestas comerciais, assim como plantio misto de esp\u00e9cies ex\u00f3ticas e nativas

  • ao n\u00edvel do setor de transportes, podem ser considerados mandatos de vendas de ve\u00edculos h\u00edbridos flex, levando em conta a voca\u00e7\u00e3o do pa\u00eds na produ\u00e7\u00e3o de etanol

  • E, no caso do setor energ\u00e9tico, incentivos \u00e0 produ\u00e7\u00e3o de biocombust\u00edveis de segunda gera\u00e7\u00e3o, que futuramente dever\u00e3o encontrar nichos de consumo nos transportes a\u00e9reo e mar\u00edtimo, tendo em vista metas de redu\u00e7\u00e3o de emiss\u00f5es que ter\u00e3o que cumprir.

"},{"location":"analise/projetos_similares/#fonte-de-dados-uteis","title":"FONTE DE DADOS \u00daTEIS","text":"

Podem ser afetados por limita\u00e7\u00f5es dos dados dispon\u00edveis. Mas existem algumas fontes que podemos usar no nosso projeto. OBS: Os dados abaixo cont\u00e9m apenas uma amostra dos dados totais dispon\u00edveis.

DESCRI\u00c7\u00c3O Valores espec\u00edficos para o Brasil? Fonte de dados Custo social do carbono N\u00e3o US Gov. Custo da gera\u00e7\u00e3o solar distribu\u00edda N\u00e3o NREL; EnerNex, 2015 Efici\u00eancia de convers\u00e3o el\u00e9trica por combust\u00edvel Sim Koberle et al., 2018 Importa\u00e7\u00e3o e exporta\u00e7\u00e3o de eletricidade Sim EPE; ONS Custo de substitui\u00e7\u00e3o de combust\u00edvel como fra\u00e7\u00e3o do custo de constru\u00e7\u00e3o N\u00e3o Herald News; ENN Uso de \u00e1gua por tipo de planta N\u00e3o PNNL Capacidade da bateria por tipo de ve\u00edculo N\u00e3o Irena; Lindon, 2016; Lambert, 2016 Capacidade total de gera\u00e7\u00e3o solar e e\u00f3lica N\u00e3o IEA; Bloomberg, 2017a Subs\u00eddios a combust\u00edveis no cen\u00e1rio BAU Sim Khanna et al., 2016; IISD;ODI Taxa de importa\u00e7\u00e3o por combust\u00edve Sim KPMG Potencial de captura de CO2 direta do ar Parcialmente Realmonte et al., 2019; IBGE Elasticidades de produ\u00e7\u00e3o N\u00e3o Damodaran, 2014; RFF Popula\u00e7\u00e3o Sim IBGE"},{"location":"analise/projetos_similares/#bibliografia","title":"Bibliografia","text":"

https://www.wribrasil.org.br/sites/default/files/wribrasil-nota-tecnica-eps-brasil-pt.pdf

"},{"location":"analise/IRENA_IEA_NREL/irena_iea_nrel/","title":"IRENA (International Renewable Energy Agency \u2013 Ag\u00eancia Internacional de Energia Renov\u00e1vel)","text":""},{"location":"analise/IRENA_IEA_NREL/irena_iea_nrel/#definicao","title":"Defini\u00e7\u00e3o","text":"

fornece anualmente um relat\u00f3rio que fornece dados mais atualmente populares e an\u00e1lises sobre tecnologia, inova\u00e7\u00e3o, pol\u00edtica, financiamento e investimento em energia renov\u00e1vel.

https://www.irena.org/Data

"},{"location":"analise/IRENA_IEA_NREL/irena_iea_nrel/#dados-disponiveis","title":"Dados Dispon\u00edveis","text":"

Fornece n\u00fameros totais de emprego no setor de energia renov\u00e1vel por tecnologia no mundo todo, mas s\u00f3 fornece esses gr\u00e1ficos no formato pdf e power point e os dados s\u00e3o de 2012 at\u00e9 o ano mais recente (2021 atualmente) na p\u00e1gina https://www.irena.org/Data/View-data-by-topic/Benefits/Employment-Time-Series

Fornece n\u00fameros totais de emprego no setor de energia renov\u00e1vel por tecnologia e por pa\u00eds, fornece esses gr\u00e1ficos no formato excel e os dados s\u00e3o do ano mais recente (2021 atualmente) na p\u00e1gina https://www.irena.org/Data/View-data-by-topic/Benefits/Renewable-Energy-Employment-by-Country

Tamb\u00e9m fornece o potencial de gera\u00e7\u00e3o de energia por fontes renov\u00e1veis e a gera\u00e7\u00e3o de energia por fontes renov\u00e1veis divididas por tipos de fontes renov\u00e1veis e por pa\u00eds. Fornece os dados 2000 at\u00e9 ano mais recente (2022 atualmente) e no formato excel, a p\u00e1gina \u00e9 https://www.irena.org/Data/View-data-by-topic/Capacity-and-Generation/Country-Rankings

Fornece a participa\u00e7\u00e3o de fontes renov\u00e1veis na matriz el\u00e9trica pa\u00eds dos anos de 2000 at\u00e9 o ano mais recente (atualmente 2021). Fornece os dados no formato excel ou csv, a p\u00e1gina \u00e9 https://www.irena.org/Data/View-data-by-topic/Capacity-and-Generation/Technologies.

Fornece a quantidade emiss\u00f5es evitadas por pa\u00eds, por tecnologia e dos anos de 2000 at\u00e9 o ano mais recente (atualmente 2020). N\u00e3o fornece op\u00e7\u00e3o de baixar os dados em algum formato, a p\u00e1gina \u00e9 https://www.irena.org/Data/View-data-by-topic/Climate-Change/Avoided-Emissions-Calculator.

Fornece a m\u00e9dia global dos custo totais, fatores de capacidade e LCOE (Levelized Cost of Energy \u2013 Custo Nivelado de Energia) por tecnologias al\u00e9m de tamb\u00e9m fornecer os valores anuais de 2010 at\u00e9 o ano mais atual (2020 atualmente). Fornece os dados no formato excel na p\u00e1gina https://www.irena.org/Data/View-data-by-topic/Costs/Global-Trends.

Fornece LCOE (Levelized Cost of Energy \u2013 Custo Nivelado de Energia) m\u00e9dio global com os valores de leil\u00e3o por tecnologia de 2010 at\u00e9 o ano mais atual (2023 atualmente). Supostamente oferece a op\u00e7\u00e3o de baixar os dados em excel mas o \u00edcone com a op\u00e7\u00e3o de baixar leva para uma p\u00e1gina n\u00e3o relacionada https://www.irena.org/Data/View-data-by-topic/Costs/Global-LCOE-and-Auction-values.

Fornece LCOE m\u00e9dio de projetos e\u00f3licos por pa\u00eds de 1984 at\u00e9 o ano mais recente (atualmente \u00e9 2019). Supostamente oferece a op\u00e7\u00e3o de baixar os dados em excel mas o \u00edcone com a op\u00e7\u00e3o de baixar leva para uma p\u00e1gina n\u00e3o relacionada https://www.irena.org/Data/View-data-by-topic/Costs/Wind-Costs.

Fornece informa\u00e7\u00f5es sobre os investimentos nas tecnologias do ano de 2013 at\u00e9 o ano mais recente (atualmente \u00e9 2022) globalmente. Oferece a op\u00e7\u00e3o de baixar os dados em formato excel na p\u00e1gina https://www.irena.org/Data/View-data-by-topic/Finance-and-Investment/Investment-trends.

Fornece informa\u00e7\u00f5es sobre os investimentos p\u00fablicos em renov\u00e1veis do ano de 2000 at\u00e9 o ano mais atual (atualmente \u00e9 2020) globalmente. Oferece a op\u00e7\u00e3o de baixar os dados no formato excel na p\u00e1gina https://www.irena.org/Data/View-data-by-topic/Finance-and-Investment/Renewable-Energy-Finance-Flows.

Fornece dados sobre consumo final de renov\u00e1vel por pa\u00eds e por tecnologia do ano de 2020 at\u00e9 o ano mais recente (2021). Supostamente oferece a op\u00e7\u00e3o de baixar os dados em formato excel mas quando clica no \u00edcone n\u00e3o carrega na p\u00e1gina https://www.irena.org/Data/View-data-by-topic/Renewable-Energy-Balances/Final-Renewable-Energy-Consumption.

"},{"location":"analise/IRENA_IEA_NREL/irena_iea_nrel/#iea","title":"IEA","text":"

Fornece dados sobre as tecnologias em determinado pa\u00eds e quando produziam nos anos de 2000 \u00e0 2021, tendo at\u00e9 2027 uma proje\u00e7\u00e3o da produ\u00e7\u00e3o de energia de determinada tecnologia. N\u00e3o tem dados dispon\u00edveis para baixar https://www.iea.org/data-and-statistics/data-tools/renewables-data-explorer

"},{"location":"analise/IRENA_IEA_NREL/irena_iea_nrel/#nrel","title":"NREL","text":"

Fornece diversos dados mais n\u00e3o relacionados ao tema de transi\u00e7\u00e3o energ\u00e9tica, mas voltado ao tema de energia relacionado ao tema de energia solar https://www.nrel.gov/research/data-tools.html

"},{"location":"analise/pne_2050/pne_2050/","title":"Plano Nacional de Energia 2050","text":""},{"location":"analise/pne_2050/pne_2050/#definicao","title":"\u200bDefini\u00e7\u00e3o","text":"

Primeiramente, o plano nacional de energia 2050 \u00e9 um instrumento de suporte ao desenho da estrat\u00e9gia de longo prazo do planejador em rela\u00e7\u00e3o \u00e0 expans\u00e3o do setor energ\u00e9tico do Brasil. Ele \u00e9 desenvolvido pela EPE de acordo com as diretrizes do Minist\u00e9rio de Minas e Energia

\"Ao lan\u00e7ar o PNE, o Governo Federal enuncia os termos de uma estrat\u00e9gia de longo prazo para o setor energ\u00e9tico, e com isso chama \u00e0 constru\u00e7\u00e3o de grandes consensos com a sociedade e as empresas, em prol do desenvolvimento do Pa\u00eds.\"

"},{"location":"analise/pne_2050/pne_2050/#introducao","title":"\u200bIntrodu\u00e7\u00e3o","text":"

Associadas a tais mudan\u00e7as, foram elaborados dois grandes cen\u00e1rios, formando um cone de incertezas para o desenho da estrat\u00e9gia de longo prazo: o primeiro, chamado de Desafio da Expans\u00e3o , que reflete requisitos de expans\u00e3o do setor de energia para atendimento a um crescimento da demanda de energia mais expressivo. No segundo, chamado de Estagna\u00e7\u00e3o , analisam as consequ\u00eancias de um cen\u00e1rio em que o consumo de energia per capita mant\u00eam-se inalterado ao longo de todo o per\u00edodo. Neste caso, a quest\u00e3o da expans\u00e3o da produ\u00e7\u00e3o \u00e9 menos premente, embora ainda reste a necessidade de se desenhar a politica energ\u00e9tica mais adequada para atender ao crescimento vegetativo da demanda.

O foco do relat\u00f3rio est\u00e1 voltado para o cen\u00e1rio Desafio da Expans\u00e3o, uma vez que tal contexto imp\u00f5e ao planejador, al\u00e9m da necessidade de refor\u00e7ar e aperfei\u00e7oar os mecanismos e as pol\u00edticas vigentes, tamb\u00e9m buscar solu\u00e7\u00f5es inovadoras que permitam o estabelecimento de uma estrat\u00e9gia de expans\u00e3o de longo prazo do setor energ\u00e9tico de forma a garantir o fornecimento de energia \u00e0 sociedade nesse horizonte, atendendo crit\u00e9rios de seguran\u00e7a energ\u00e9tica, retorno adequado aos investimentos, disponibilidade de acesso \u00e0 popula\u00e7\u00e3o e socioambientais.

O cen\u00e1rio de Estagna\u00e7\u00e3o, embora tenha seus desafios intr\u00ednsecos relativos a um ambiente econ\u00f4mico e de desenvolvimento mais adverso, n\u00e3o constitui, do ponto de vista do planejador do setor de energia, uma preocupa\u00e7\u00e3o iminente em termos de expans\u00e3o da capacidade de atendimento da demanda de energia, visto o aumento da oferta de energia verificado nos \u00faltimos anos. Assim, sua aten\u00e7\u00e3o poderia estar mais concentrada, por exemplo, em discuss\u00f5es sobre o perfil mais adequado da matriz energ\u00e9tica nacional, de acordo com algum crit\u00e9rio de interesse ( ex. emiss\u00f5es de gases de efeito estufa)

1. Estrutura do relat\u00f3rio do PNE 2050

Uma parte importante tamb\u00e9m do relat\u00f3rio \u00e9 a sua estrutura, que conforme disposto no inciso 1 do cap\u00edtulo de introdu\u00e7\u00e3o, \u00e9 constitu\u00edda de duas partes:

  • Na primeira parte s\u00e3o apresentados os principais fatores que condicionam (e, em v\u00e1rios casos s\u00e3o condicionados por) a evolu\u00e7\u00e3o do setor de energia e que foram, portanto, denominadas quest\u00f5es transversais. Vale ressaltar tamb\u00e9m que s\u00e3o descritos os resultados finais do exerc\u00edcio de an\u00e1lise a longo prazo e os principais direcionamentos para o desenho da estrat\u00e9gia de longo prazo.
  • Na segunda parte, a an\u00e1lise \u00e9 organizada por tipo de tecnologia, infraestrutura de transporte de energia e por segmentos de consumo.

Na introdu\u00e7\u00e3o do PNE 2050, \u00e9 exibida uma tabela que contem o tipo de fatores condicionantes ( ou condicionados), suas palavras-chaves e uma breve sinopse. Fatores estes que s\u00e3o utilizados para o estudo de cen\u00e1rios que o PNE 2050 avalia.

2. Contexto do PNE 2050

Nesta parte do cap\u00edtulo de introdu\u00e7\u00e3o, \u00e9 feita uma compara\u00e7\u00e3o entre o PNE 2050 e o PNE 2030. Nessa compara\u00e7\u00e3o podemos perceber o que motivou a cria\u00e7\u00e3o de uma nova estrat\u00e9gia, trata-se de dois fatores que se fortalecerem com o in\u00edcio do s\u00e9culo XXI: a busca por maior efici\u00eancia energ\u00e9tica e o respeito a quest\u00f5es socioambientais. O cap\u00edtulo tamb\u00e9m trata de quest\u00f5es que o PNE 2030 ajudou a contribuir e serviu como diretriz.

\"Tr\u00eas diferen\u00e7as podem ser elencadas em rela\u00e7\u00e3o ao PNE 2030: a abordagem do problema, o reconhecimento da imprevisibilidade inerente do futuro e a perspectiva de abund\u00e2ncia de recursos no horizonte de longo prazo.\"

\"Assim, mais fundamental do que a discuss\u00e3o de quantos cen\u00e1rios ser\u00e3o avaliados e qual a matriz energ\u00e9tica resultante em 2050 em cada um deles \u00e9 estabelecer as orienta\u00e7\u00f5es de longo prazo que permitam a todos os agentes do setor tomar suas decis\u00f5es de modo a alcan\u00e7ar o melhor resultado para o desenvolvimento do setor de energia\".

Existem quest\u00f5es que o PNE 2050 tenta se pautar durante sua elabora\u00e7\u00e3o, estas quest\u00f5es s\u00e3o limitadas por dois cen\u00e1rios:

  • cen\u00e1rio Desafio da Expans\u00e3o, definido como aquele em que as autoridades do setor de energia precisam lidar com uma expans\u00e3o significativa da demanda de energia ao desenhar sua estrat\u00e9gia para o setor.
  • O cen\u00e1rio de Estagna\u00e7\u00e3o, em que a quest\u00e3o da expans\u00e3o n\u00e3o \u00e9 t\u00e3o relevante, mas ainda assim h\u00e1 um espa\u00e7o para avaliar a evolu\u00e7\u00e3o da matriz de energia.

3. Papel e Atua\u00e7\u00e3o do Governo: Princ\u00edpios para o Setor de Energia

"},{"location":"analise/pne_2050/pne_2050/#producao-e-uso-de-energia","title":"\u200bProdu\u00e7\u00e3o e Uso de Energia","text":"

Nesta se\u00e7\u00e3o, s\u00e3o apresentados as principais considera\u00e7\u00f5es no tratamento do panorama em rela\u00e7\u00e3o a produ\u00e7\u00e3o e ao uso de energia no horizonte de 2050.

Destaca-se nesta se\u00e7\u00e3o que o Brasil, em um futuro n\u00e3o t\u00e3o remoto, deve se tornar, de um demandante l\u00edquido de energia para um ofertante l\u00edquido de energia, visto que o pa\u00eds atualmente produz mais do que demanda de energia. O grande desafio aparece quando se vislumbra um cen\u00e1rio de transi\u00e7\u00e3o energ\u00e9tica mundial, onde as inc\u00f3gnitas ficam para os pontos de tecnologia e fontes que suprir\u00e3o estas novas demandas. Mas, \u00e9 certo que o Brasil, devido a sua grande riqueza natural e de recursos, suprir\u00e1 sua demanda energ\u00e9tica atual e futura no horizonte de 2050.

Administra\u00e7\u00e3o da abund\u00e2ncia (1): a disponibilidade total de recursos supera largamente a demanda de energia total no horizonte at\u00e9 2050.

Tendo em vista essa abund\u00e2ncia, um dos pontos que o PNE 2050 aborda \u00e9 a administra\u00e7\u00e3o desta abund\u00e2ncia energ\u00e9tica. \"Seguramente, tal tarefa leva em conta as implica\u00e7\u00f5es econ\u00f4micas que surgir\u00e3o de o Pa\u00eds se tornar grande produtor de energia, com grande riqueza de fontes distintas de energia\".

Administra\u00e7\u00e3o da abund\u00e2ncia (2): s\u00f3 a parcela dos recursos mais facilmente acess\u00edveis excede em 60% a demanda de energia total acumulada do per\u00edodo. \" [\u2026] Caso n\u00e3o haja economicidade, o poder p\u00fablico pode avaliar a cria\u00e7\u00e3o e a implementa\u00e7\u00e3o de pol\u00edticas no sentido de aproveitamento de determinadas fontes. Logo, a facilidade de aproveitamento dos recursos torna-se t\u00e3o relevante quanto o seu potencial.\"

Administra\u00e7\u00e3o da abund\u00e2ncia (3): o aproveitamento de boa parte dos recursos implicar\u00e1 desafios significativos.

"},{"location":"analise/pne_2050/pne_2050/#questoes-transversais","title":"\u200bQuest\u00f5es Transversais","text":"

O texto discute os fatores que devem ser considerados no planejamento energ\u00e9tico de longo prazo em meio a grandes transforma\u00e7\u00f5es. Estas mudan\u00e7as est\u00e3o relacionadas \u00e0 chamada transi\u00e7\u00e3o energ\u00e9tica, caracterizada pela descarboniza\u00e7\u00e3o das matrizes energ\u00e9ticas para combater as mudan\u00e7as clim\u00e1ticas, descentraliza\u00e7\u00e3o dos recursos energ\u00e9ticos e maior digitaliza\u00e7\u00e3o na produ\u00e7\u00e3o e uso de energia. Al\u00e9m disso, o papel do consumidor tamb\u00e9m est\u00e1 mudando devido aos avan\u00e7os tecnol\u00f3gicos e novos modelos de neg\u00f3cios.

Esses fatores foram agrupados como quest\u00f5es transversais que influenciam a expans\u00e3o da produ\u00e7\u00e3o e uso de energia no Brasil. O texto aborda cada quest\u00e3o transversal, suas rela\u00e7\u00f5es com as pol\u00edticas energ\u00e9ticas vigentes e os principais desafios que podem afetar a estrat\u00e9gia de atua\u00e7\u00e3o no longo prazo do tomador de decis\u00e3o no setor de energia. As recomenda\u00e7\u00f5es sugeridas s\u00e3o apresentadas para cada quest\u00e3o, divididas ao longo das pr\u00f3ximas d\u00e9cadas para atingir a maturidade na execu\u00e7\u00e3o do plano de a\u00e7\u00e3o.

Neste Relat\u00f3rio de Resumo s\u00f3 ser\u00e1 abordado a \u00e1rea de interesse do TCU, ou seja o setor de transi\u00e7\u00e3o energ\u00e9tica.

"},{"location":"analise/pne_2050/pne_2050/#transicao-energetica","title":"\u200b Transi\u00e7\u00e3o Energ\u00e9tica","text":"

O texto aborda a tem\u00e1tica da Transi\u00e7\u00e3o Energ\u00e9tica e suas implica\u00e7\u00f5es no contexto mundial. A transi\u00e7\u00e3o energ\u00e9tica envolve mudan\u00e7as na matriz energ\u00e9tica global, direcionando para uma economia de baixo carbono e maior efici\u00eancia energ\u00e9tica. Isso implica na substitui\u00e7\u00e3o gradual de fontes intensivas em emiss\u00e3o de carbono por fontes renov\u00e1veis, eletrifica\u00e7\u00e3o dos processos de convers\u00e3o de energia e maior automa\u00e7\u00e3o e digitaliza\u00e7\u00e3o. Al\u00e9m disso, a transi\u00e7\u00e3o energ\u00e9tica tamb\u00e9m impacta tecnologias, padr\u00f5es de consumo, rela\u00e7\u00f5es socioecon\u00f4micas e a geopol\u00edtica da energia.

O processo de transi\u00e7\u00e3o envolve diversas dimens\u00f5es e \u00e9 complexo, podendo levar um longo tempo para se concretizar. As principais fontes que desempenhar\u00e3o um papel relevante nesse processo s\u00e3o a eletrifica\u00e7\u00e3o (com destaque para as energias renov\u00e1veis), os biocombust\u00edveis, a efici\u00eancia energ\u00e9tica catalisada pela digitaliza\u00e7\u00e3o e o g\u00e1s natural( como combust\u00edvel de transi\u00e7\u00e3o).

Al\u00e9m disso, o hidrog\u00eanio \u00e9 considerado uma alternativa relevante para atender setores de consumo que t\u00eam dificuldade em serem atendidos por eletricidade ou biocombust\u00edveis, sendo que a rota verde de produ\u00e7\u00e3o (eletr\u00f3lise da \u00e1gua com fontes renov\u00e1veis de eletricidade) \u00e9 vista como a mais relevante internacionalmente para produ\u00e7\u00e3o de hidrog\u00eanio dentro de outras alternativas.

Para cumprir os objetivos do Acordo de Paris e descarbonizar o sistema energ\u00e9tico mundial, \u00e9 necess\u00e1rio investir cada vez mais em fontes renov\u00e1veis e integr\u00e1-las aos setores que demandam energia. Por\u00e9m, \u00e9 importante garantir a competi\u00e7\u00e3o entre diferentes solu\u00e7\u00f5es que atendam \u00e0s necessidades do sistema, incluindo o gerenciamento da variabilidade das fontes renov\u00e1veis.

"},{"location":"analise/pne_2050/pne_2050/#politicas-em-vigor-para-o-setor-de-energia","title":"Pol\u00edticas em vigor para o Setor de Energia:","text":"

N\u00e3o h\u00e1 pol\u00edticas espec\u00edficas para transi\u00e7\u00e3o energ\u00e9tica no Brasil, mas h\u00e1 uma s\u00e9rie de pol\u00edticas que afetam e favorecem a transi\u00e7\u00e3o energ\u00e9tica, s\u00e3o elas: Pol\u00edtica Nacional sobre Mudan\u00e7a do Clima \u2013 PNMC, Lei 12.187 de 2009; Contribui\u00e7\u00e3o Nacionalmente Determinada \u2013 NDC; Pol\u00edtica Nacional de Biocombust\u00edveis \u2013 RenovaBio, Lei n\u00ba 13.576, de 26 de dezembro de 2017; Novo Mercado de G\u00e1s, Decreto n\u00ba 9.616/2018 (que altera o Decreto n\u00ba 7.382/2010), Resolu\u00e7\u00e3o CNPE n\u00ba16/2019, Termo de Compromisso de Cessa\u00e7\u00e3o \u2013 TCC Petrobras-CADE, Ajuste SINIEF/CONFAZ n\u00ba 03/2018, Decreto n\u00ba 9.934/2019; Moderniza\u00e7\u00e3o do Setor El\u00e9trico, Consulta P\u00fablica n\u00ba 33/2017 , Portaria n\u00ba 187/2019, PLS 232/2016 e PL 1.917/2015.

Existem tamb\u00e9m outras pol\u00edticas, programas, iniciativas e a\u00e7\u00f5es que se relacionam indiretamente ao tema da transi\u00e7\u00e3o energ\u00e9tica.

"},{"location":"analise/pne_2050/pne_2050/#desafios-para-o-tomador-de-decisao-no-setor-de-energia","title":"Desafios para o Tomador de Decis\u00e3o no Setor de Energia","text":"

O texto aborda os desafios que o tomador de decis\u00e3o no setor de energia enfrenta durante a transi\u00e7\u00e3o energ\u00e9tica. Os principais pontos s\u00e3o:

  1. Desenho de mercado e arcabou\u00e7o regulat\u00f3rio: As barreiras n\u00e3o econ\u00f4micas, como falta de informa\u00e7\u00e3o, avers\u00e3o ao risco tecnol\u00f3gico e normas associadas ao paradigma tecnol\u00f3gico anterior, dificultam a potencializa\u00e7\u00e3o da transi\u00e7\u00e3o energ\u00e9tica.
  2. Incertezas sobre a evolu\u00e7\u00e3o do setor: A inova\u00e7\u00e3o em curso, incluindo eletrifica\u00e7\u00e3o, automa\u00e7\u00e3o, conectividade e descarboniza\u00e7\u00e3o, traz desafios econ\u00f4micos e competitivos. \u00c9 fundamental monitorar as incertezas tecnol\u00f3gicas, econ\u00f4micas e ambientais para evitar trajet\u00f3rias r\u00edgidas que possam implicar em riscos futuros.
  3. Multiplicidade de dimens\u00f5es da transi\u00e7\u00e3o: A transi\u00e7\u00e3o energ\u00e9tica oferece oportunidades de neg\u00f3cios associadas \u00e0s vantagens competitivas do Brasil, mas tamb\u00e9m requer alinhamento estrat\u00e9gico para criar um ambiente de neg\u00f3cios atrativo e inovador. Desenvolver a capacita\u00e7\u00e3o em tecnologias como digitaliza\u00e7\u00e3o, automa\u00e7\u00e3o e seguran\u00e7a cibern\u00e9tica \u00e9 essencial. Al\u00e9m disso, coordenar pol\u00edticas setoriais de energia com outras esferas, como econ\u00f4mica, cient\u00edfico-tecnol\u00f3gica e ambiental, \u00e9 um desafio importante.
"},{"location":"analise/pne_2050/pne_2050/#recomendacoes-para-o-tomador-de-decisao-no-setor-de-energia","title":"Recomenda\u00e7\u00f5es para o Tomador de Decis\u00e3o no Setor de Energia","text":"

As recomenda\u00e7\u00f5es para o tomador de decis\u00e3o no setor de energia se dividem em duas categorias: aquelas que refor\u00e7am as vantagens competitivas do Brasil e as que desenvolvem novas vantagens e gerenciam as incertezas da transi\u00e7\u00e3o energ\u00e9tica.

  1. Promover a sinergia de pol\u00edticas p\u00fablicas e desenhos de mercado associados: \u00c9 importante garantir que as pol\u00edticas p\u00fablicas e desenhos de mercado sejam coerentes e sin\u00e9rgicos entre si. Devem ser incentivadas pol\u00edticas que promovam a efici\u00eancia energ\u00e9tica, o uso de biocombust\u00edveis, a eletrifica\u00e7\u00e3o de frotas e transportes n\u00e3o motorizados, al\u00e9m de investimentos em tecnologias de hidrog\u00eanio. Al\u00e9m disso, \u00e9 necess\u00e1rio alinhar as pol\u00edticas energ\u00e9ticas com as pol\u00edticas ambientais e compromissos internacionais relacionados \u00e0s mudan\u00e7as clim\u00e1ticas e desenvolvimento sustent\u00e1vel.
  2. Adequar arranjos institucionais, regulat\u00f3rios e de desenho de mercado apropriados para potencializar a transi\u00e7\u00e3o energ\u00e9tica: A transi\u00e7\u00e3o energ\u00e9tica requer aprimoramentos nos arranjos institucionais e regulat\u00f3rios para internalizar as externalidades ambientais nos pre\u00e7os de energia e tornar o mercado mais aberto, competitivo e \u00e1gil. As distribuidoras de energia t\u00eam um papel central nesse processo, especialmente por meio de iniciativas de digitaliza\u00e7\u00e3o e remunera\u00e7\u00e3o adequada aos servi\u00e7os prestados. O fomento \u00e0 inova\u00e7\u00e3o tecnol\u00f3gica e o desenvolvimento de nichos de inova\u00e7\u00e3o tamb\u00e9m s\u00e3o fundamentais.
  3. Desenvolver estrat\u00e9gias flex\u00edveis para lidar com incertezas e baseadas nas vantagens competitivas do Pa\u00eds, priorizando pol\u00edticas sem arrependimento que evitem trancamento tecnol\u00f3gico: O Brasil deve aproveitar suas vantagens competitivas na transi\u00e7\u00e3o energ\u00e9tica e usar isso como base para desenvolver ou migrar compet\u00eancias. Priorizar pol\u00edticas sem arrependimento, ou seja, pol\u00edticas que trazem benef\u00edcios independentemente do caminho tecnol\u00f3gico escolhido, \u00e9 essencial para evitar riscos e trancamento tecnol\u00f3gico. Em vez de definir uma rota tecnol\u00f3gica espec\u00edfica, \u00e9 mais adequado estabelecer pol\u00edticas que promovam resultados e competi\u00e7\u00e3o entre diferentes rotas tecnol\u00f3gicas, permitindo a inova\u00e7\u00e3o e a supera\u00e7\u00e3o de tecnologias espec\u00edficas.
  4. Refor\u00e7ar alian\u00e7as e redes estrat\u00e9gicas internacionais para desenvolver maior flexibilidade nas escolhas estrat\u00e9gicas associadas a transi\u00e7\u00e3o energ\u00e9tica: O Brasil possui rela\u00e7\u00f5es diplom\u00e1ticas e econ\u00f4micas amplas com diversos pa\u00edses, o que lhe confere margem para estabelecer parcerias e projetos em diferentes \u00e1reas e com pa\u00edses distintos. Essas alian\u00e7as e redes estrat\u00e9gicas fortalecem o pa\u00eds em termos geopol\u00edticos e proporcionam maior flexibilidade nas escolhas estrat\u00e9gicas relacionadas \u00e0 transi\u00e7\u00e3o energ\u00e9tica, gerando diversidade de caminhos e graus de liberdade nas decis\u00f5es. Essa pluralidade de a\u00e7\u00f5es \u00e9 um ativo relevante para o processo de transi\u00e7\u00e3o energ\u00e9tica
  5. Articular as pol\u00edticas energ\u00e9ticas com pol\u00edticas de CT&I e educa\u00e7\u00e3o, desenvolvimento de novas capacita\u00e7\u00f5es e vantagens competitivas: \u00c9 importante refor\u00e7ar a liga\u00e7\u00e3o entre o planejamento energ\u00e9tico nacional e o sistema nacional de inova\u00e7\u00e3o, pol\u00edticas de ci\u00eancia, tecnologia e inova\u00e7\u00e3o (CT&I) e educa\u00e7\u00e3o. Isso permitir\u00e1 criar um ambiente de neg\u00f3cios prop\u00edcio \u00e0 inova\u00e7\u00e3o em mercados abertos e competitivos, possibilitando que as institui\u00e7\u00f5es de CT&I coloquem suas inova\u00e7\u00f5es no mercado e as disseminem de forma mais ampla.
"},{"location":"analise/pne_2050/pne_2050/#conclusao","title":"Conclus\u00e3o","text":"

O Plano Nacional de Energia 2050 \u00e9 um importante instrumento de suporte para a estrat\u00e9gia de longo prazo do setor energ\u00e9tico brasileiro. Elaborado pela EPE e seguindo as diretrizes do Minist\u00e9rio de Minas e Energia, o plano busca construir consensos com a sociedade e as empresas em prol do desenvolvimento do pa\u00eds.

O relat\u00f3rio abordou dois grandes cen\u00e1rios: o Desafio da Expans\u00e3o e a Estagna\u00e7\u00e3o. Dado o contexto de transi\u00e7\u00e3o energ\u00e9tica mundial, o foco concentrou-se no Desafio da Expans\u00e3o, que demanda aprimoramentos nas pol\u00edticas e mecanismos vigentes e busca de solu\u00e7\u00f5es inovadoras para garantir o fornecimento de energia \u00e0 sociedade de forma segura e sustent\u00e1vel.

A transi\u00e7\u00e3o energ\u00e9tica \u00e9 um tema central no relat\u00f3rio, envolvendo a substitui\u00e7\u00e3o gradual de fontes intensivas em emiss\u00e3o de carbono por renov\u00e1veis, a eletrifica\u00e7\u00e3o, a efici\u00eancia energ\u00e9tica e o uso de g\u00e1s natural como combust\u00edvel de transi\u00e7\u00e3o. O Brasil, com sua abund\u00e2ncia de recursos naturais, tem o potencial de se tornar um ofertante l\u00edquido de energia, o que implica em administrar essa abund\u00e2ncia de forma econ\u00f4mica e sustent\u00e1vel.

O tomador de decis\u00e3o no setor de energia enfrenta diversos desafios, como o desenho de mercado e arcabou\u00e7o regulat\u00f3rio adequados, a gest\u00e3o das incertezas sobre o futuro do setor e a coordena\u00e7\u00e3o entre diferentes pol\u00edticas setoriais. Para superar esses desafios, o relat\u00f3rio apresenta recomenda\u00e7\u00f5es que enfatizam a sinergia entre pol\u00edticas p\u00fablicas, o desenvolvimento de estrat\u00e9gias flex\u00edveis baseadas nas vantagens competitivas do pa\u00eds, a busca por pol\u00edticas sem arrependimento e a cria\u00e7\u00e3o de alian\u00e7as internacionais estrat\u00e9gicas.

Por fim, \u00e9 fundamental articular as pol\u00edticas energ\u00e9ticas com as de ci\u00eancia, tecnologia e inova\u00e7\u00e3o, bem como investir em novas capacita\u00e7\u00f5es e vantagens competitivas. Dessa forma, o Brasil poder\u00e1 enfrentar os desafios da transi\u00e7\u00e3o energ\u00e9tica com sucesso, promovendo um futuro sustent\u00e1vel e pr\u00f3spero para o setor energ\u00e9tico do pa\u00eds.

"},{"location":"comunicacao/documentacao_sprints/rituais_da_equipe/","title":"Rituais da Equipe","text":""},{"location":"comunicacao/documentacao_sprints/rituais_da_equipe/#review-timebox-de-40-minutos","title":"Review: Timebox de 40 minutos","text":"

A equipe, junto a um stackholder, realiza uma revis\u00e3o das entregas. Realizado todas as quintas-feiras \u00e0s 11:00 ou 12:00

"},{"location":"comunicacao/documentacao_sprints/rituais_da_equipe/#retro-planning-timebox-de-1-hora-e-30-minutos","title":"Retro + Planning: Timebox de 1 hora e 30 minutos","text":"

Primeiramente ocorre uma retrospectiva do ocorrido em uma sprint, nela s\u00e3o debatidos pontos positivos e negativos, al\u00e9m de poss\u00edveis a\u00e7\u00f5es para evitar futuros problemas e melhor a produtividade da equipe. Logo em seguida ocorre a Sprint Planning, onde s\u00e3o divididas as tarefas e squads encarregados para o trabalho nas pr\u00f3ximas issues. Realizada todas as sextas-feiras \u00e0s 11:00

"},{"location":"comunicacao/documentacao_sprints/rituais_da_equipe/#daily-timebox-de-15-minutos","title":"Daily: Timebox de 15 minutos","text":"

Espa\u00e7o de tempo voltado para que os integrantes da equipe compartilhem um pouco mais detalhadamente o andamento das atividades, dificuldades encontradas e como est\u00e1 o andamento .

Vers\u00e3o Data Descri\u00e7\u00e3o Autor 1.0 09/08/2023 Cria\u00e7\u00e3o do documento Pedro Braga"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/","title":"Levantamento das bases de dados/Organiza\u00e7\u00e3o do Projeto","text":""},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#descricao","title":"Descri\u00e7\u00e3o","text":"

Bases de dados que usaremos no Projeto, Planejamento do Projeto, Equipe, Ferramentas do Projeto, Elicita\u00e7\u00e3o de Requisitos.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-1-1806-2506","title":"Sprint 1 ( 18/06 - 25/06 )","text":"Tarefa Respons\u00e1veis Reuni\u00e3o com a Aline do Tcu Caio Vitor,Eduardo Gurgel,Victor L\u00e1zaro,Pedro Braga,Ugor Costa Trazer perguntas e solu\u00e7\u00f5es para o problema de transi\u00e7\u00e3o energ\u00e9tica Caio Vitor,Eduardo Gurgel,Victor L\u00e1zaro,Pedro Braga,Ugor Costa Pesquisa sobre fontes de dados Caio Vitor,Eduardo Gurgel,Victor L\u00e1zaro,Pedro Braga,Ugor Costa"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#objetivos-da-sprint","title":"Objetivos da Sprint","text":"

Preparar para as reuni\u00f5es com os clientes no dia 27/06 das 09:00 at\u00e9 as 11:00.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#resultado-entregue","title":"Resultado entregue","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#us","title":"US","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#observacoes","title":"Observa\u00e7\u00f5es","text":"

Foram descobertas dashboards como o SINAPSE e o SIRENE.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-retrospective","title":"Sprint Retrospective","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-2-2506-0207","title":"Sprint 2 ( 25/06 - 02/07 )","text":"Tarefa Respons\u00e1veis Elicita\u00e7\u00e3o de Requisitos Caio Vitor,Eduardo Gurgel,Victor L\u00e1zaro,Pedro Braga,Ugor Costa Cria\u00e7\u00e3o do Github Pages Caio Vitor,Eduardo Gurgel,Victor L\u00e1zaro,Pedro Braga,Ugor Costa"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#objetivos-da-sprint_1","title":"Objetivos da Sprint","text":"

Entrevistas com o cliente para compreen\u00e7\u00e3o do problema.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#resultado-entregue_1","title":"Resultado entregue","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#us_1","title":"US","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#observacoes_1","title":"Observa\u00e7\u00f5es","text":"

N\u00e3o possui.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-retrospective_1","title":"Sprint Retrospective","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-3-0207-0907","title":"Sprint 3 ( 02/07 - 09/07 )","text":"Tarefa Respons\u00e1veis Agendamento de Reuni\u00e3o com a Coordenadora Juliana Caio Vitor,Pedro Braga Levantamento de Requisitos Eduardo Gurgel Elabora\u00e7\u00e3o de D\u00favidas com a Coordenadora Juliana Caio Vitor,Eduardo Gurgel,Victor L\u00e1zaro,Pedro Braga,Ugor Costa Mapeamento de Fonte de Dados Eduardo Gurgel, Vict\u00f3rio L\u00e1zaro e Ugor Costa"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#objetivos-da-sprint_2","title":"Objetivos da Sprint","text":"

Preparar para reuni\u00e3o com a coordenadora Juliana buscando solucionar d\u00favidas em rela\u00e7\u00e3o \u00e0 parte energ\u00e9tica do projeto; Mapeamento de Fonte de dados que sejam relevantes para o projeto.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#resultado-entregue_2","title":"Resultado Entregue","text":"

Relat\u00f3rios referentes a an\u00e1lise do SINAPSE e SIRENE, plataformas utilizadas pelo Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o; Pontos abordados pela professora Juliana: - Vari\u00e1veis de importa\u00e7\u00e3o x Vari\u00e1veis de exporta\u00e7\u00e3o x Vari\u00e1veis de produ\u00e7\u00e3o - Extrapola\u00e7\u00e3o at\u00e9 2050

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#us_2","title":"US","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#observacoes_2","title":"Observa\u00e7\u00f5es","text":"

N\u00e3o possui.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-retrospective_2","title":"Sprint Retrospective","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-04-0907-1607","title":"Sprint 04 ( 09/07 - 16/07 )","text":"Tarefa Respons\u00e1veis Elabora\u00e7\u00e3o de Question\u00e1rio para reuni\u00e3o com o TCU Caio Vitor, Eduardo Gurgel e Pedro Braga Elabora\u00e7\u00e3o do Diagrama de Fluxo do projeto Eduardo Gurgel"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#objetivos-da-sprint_3","title":"Objetivos da Sprint","text":"

Compreens\u00e3o do problema enfrentado pelo TCU no processo de auditoria da transi\u00e7\u00e3o energ\u00e9tica, visto que haviam inconsist\u00eancias nos problemas antes levantados, podendo-se perceber que os problemas antes levantados j\u00e1 haviam solu\u00e7\u00f5es.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#resultado-entregue_3","title":"Resultado Entregue","text":"

Foi visto que era necess\u00e1rio, para compreender melhor os problemas: - Levantar dados PNE e BEN, modelar pain\u00e9is (verifica\u00e7\u00e3o de planejado/executado; modelar curvas de custo de abatimento). - Estudar fontes, funcionamento e modelagem do Sirene e Sinapse. - Realizar an\u00e1lise comparativa de potencias de PNE/BEN x Sirene e Sinapse. - Exibir se as emiss\u00f5es cumprem as metas.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#us_3","title":"US","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#observacoes_3","title":"Observa\u00e7\u00f5es","text":"

N\u00e3o possui.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-retrospective_3","title":"Sprint Retrospective","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-05-1607-2307","title":"Sprint 05 ( 16/07 - 23/07 )","text":"Tarefa Respons\u00e1veis Compara\u00e7\u00e3o SIE x SIRENE Vict\u00f3rio L\u00e1zaro, Ugor Costa e Caio Victor An\u00e1lise curvas MACC sinapse Eduardo Gurgel e Pedro Braga Documenta\u00e7\u00e3o sobre IRENA,IEA,NREl Caio Vitor e Vict\u00f3rio L\u00e1zaro"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#objetivos-da-sprint_4","title":"Objetivos da Sprint","text":"

Analisar a base de dados SIE, SINAPSE e SIRENE.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#resultado-entregue_4","title":"Resultado Entregue","text":"

Foram entregues uma an\u00e1lise sobre o SINAPSE e apresentados lacunas na plataforma, um web-scrapping para o SIE e in\u00edcio da configura\u00e7\u00e3o de web-scrapping para o SINAPSE.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#us_4","title":"US","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#observacoes_4","title":"Observa\u00e7\u00f5es","text":"

N\u00e3o possui.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#sprint-retrospective_4","title":"Sprint Retrospective","text":"

N\u00e3o se Aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa1/etapa1/#historico-de-versao","title":"Hist\u00f3rico de vers\u00e3o","text":"Vers\u00e3o Data Descri\u00e7\u00e3o Autor 1.0 04/08/2023 Cria\u00e7\u00e3o do documento Caio Vitor, Pedro Braga 1.1 09/08/2023 Adi\u00e7\u00e3o de Relat\u00f3rios referentes as Sprints 3,4 e 5 Pedro Braga"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/","title":"An\u00e1lise dos dados","text":""},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#descricao","title":"Descri\u00e7\u00e3o","text":"

Etapa de cria\u00e7\u00e3o da aplica\u00e7\u00e3o do projeto

"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#sprint-6-2307-3007","title":"Sprint 6 (23/07 - 30/07)","text":"Tarefa Respons\u00e1veis Analisar o Plano Nacional de Energia 2050 Eduardo Gurgel, Pedro Braga, Ugor Documenta\u00e7\u00e3o sobre IRENA,IEA,NREl Caio Vitor e Vict\u00f3rio L\u00e1zaro Cria\u00e7\u00e3o do prototipo no FIGMA Eduardo Gurgel"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#objetivo-da-sprint","title":"Objetivo da Sprint","text":"

Analisar profundamente as bases de dados do PNE 2050, IRENA, IEA e NREL para obter dados,informa\u00e7\u00f5es e m\u00e9todos ut\u00e9is para o processo de auditoria do TCU.

"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#resultado-entregue","title":"Resultado Entregue","text":"

Relat\u00f3rios de An\u00e1lise do PNE 2050 apresentando cen\u00e1rios, vari\u00e1veis de an\u00e1lise e etc; Relat\u00f3rios de an\u00e1lise do IRENA, IEA e NREL.

"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#us","title":"US","text":"

N\u00e3o se aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#observacoes","title":"Observa\u00e7\u00f5es","text":"

Ficou em d\u00e9bito a entrega do prot\u00f3tipo do dashboard no FIGMA devido a d\u00favida do cliente em rela\u00e7\u00e3o a tecnologia a ser utilizada (Python GUI ou PowerBI)

"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#sprint-retrospective","title":"Sprint Retrospective","text":"

N\u00e3o se aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#sprint-7-3007-0608","title":"Sprint 7 (30/07 - 06/08)","text":"Tarefa Respons\u00e1veis Elabora\u00e7\u00e3o do Dashboard Empregabilidade Caio Vitor Elabora\u00e7\u00e3o do Dashboard Participa\u00e7\u00e3o de Energia Renovavel na Matriz Energ\u00e9tica Pedro Braga e Ugor Costa Elabora\u00e7\u00e3o do Dashboard Participa\u00e7\u00e3o por setor na Matriz Energ\u00e9tica Pedro Braga e Ugor Costa Elabora\u00e7\u00e3o do Dashboard de Cen\u00e1rios PNE 2050 Vict\u00f3rio L\u00e1zaro Elabora\u00e7\u00e3o do Dashboard do Custo de Implementa\u00e7\u00e3o por Setor Eduardo Gurgel"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#objetivos-da-sprint","title":"Objetivos da Sprint","text":"

Adicionar Atribui\u00e7\u00f5es repassadas pela coordenadora Carla Aguiar e iniciar a elabora\u00e7\u00e3o do Dashboard no PowerBI

"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#resultado-entregue_1","title":"Resultado entregue","text":"

Dashboards referentes a Empregabilidade por setor, Potencia acumulada por Cen\u00e1rio, Gera\u00e7\u00e3o Per\u00edodo M\u00e9dio Por Cen\u00e1rio do Plano Nacional de Energia 2050, Balan\u00e7o de Pot\u00eancia Por Cen\u00e1rio do Plano Nacional de Energia 2050 e Balan\u00e7o de pot\u00eancia. Atribui\u00e7\u00f5es de Scrum Master, Product Manager, L\u00edder T\u00e9cnico, Community Manager e Devops/Arquiteto/Automa\u00e7\u00f5es.

"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#us_1","title":"US","text":"

N\u00e3o se aplica.

"},{"location":"comunicacao/documentacao_sprints/etapa2/etapa2/#observacoes_1","title":"Observa\u00e7\u00f5es","text":"

N\u00e3o possui.

"},{"location":"comunicacao/reunioes/reuniao1/reuniao/","title":"Reuni\u00e3o 1 - Reuni\u00e3o de apresenta\u00e7\u00e3o","text":"

Nesta semana realizamos a reuni\u00e3o com os mentores (TCU) e tamb\u00e9m a primeira reuni\u00e3o do grupo do projeto

Per\u00edodo: De 19/06/2023 at\u00e9 23/06/2023

"},{"location":"comunicacao/reunioes/reuniao1/reuniao/#informacoes","title":"informa\u00e7\u00f5es","text":"

Reuni\u00e3o para conhecer o cliente realizada dia 22/06, 10h - 12h

"},{"location":"comunicacao/reunioes/reuniao1/reuniao/#presentes","title":"Presentes","text":"Participantes Presente Caio Vitor Presente Eduardo Gurgel Presente Pedro Braga Presente Ugor Costa Presente Victor L\u00e1zaro Presente"},{"location":"comunicacao/reunioes/reuniao1/reuniao/#atividades","title":"Atividades","text":"Atividade Respons\u00e1veis Apresenta\u00e7\u00e3o da equipe Toda a equipe"},{"location":"comunicacao/reunioes/reuniao1/reuniao/#historico-de-versao","title":"Hist\u00f3rico de vers\u00e3o","text":"Vers\u00e3o Data Descri\u00e7\u00e3o Autor 1.0 26/06/2023 Cria\u00e7\u00e3o do documento Eduardo 1.1 26/06/2023 Adicionando artefatos trabalhados na sprint Eduardo 1.2 03/07/2023 Atualiza\u00e7\u00e3o do documento Eduardo"},{"location":"comunicacao/reunioes/reuniao2/acompanhamento/","title":"Reuni\u00e3o 2 - Reuni\u00e3o de acompanhamento","text":"

Nos reunimos com os monitores do projeto para discutir o que foi realizado no projeto at\u00e9 o momento

Per\u00edodo: De 26/06/2023 at\u00e9 30/06/2023

"},{"location":"comunicacao/reunioes/reuniao2/acompanhamento/#informacoes","title":"informa\u00e7\u00f5es","text":"

Reuni\u00e3o para conhecer as regras de neg\u00f3cio dia 30/06, 12h \u00e0s 13h

"},{"location":"comunicacao/reunioes/reuniao2/acompanhamento/#presentes","title":"Presentes","text":"Participantes Presente Caio Vitor Presente Eduardo Gurgel Presente Pedro Braga Presente Ugor Costa Presente Victor L\u00e1zaro Presente"},{"location":"comunicacao/reunioes/reuniao2/acompanhamento/#atividades","title":"Atividades","text":"Data Atividade Respons\u00e1veis 27/06/2023 Acompanhamento do projeto Toda a equipe"},{"location":"comunicacao/reunioes/reuniao2/acompanhamento/#historico-de-versao","title":"Hist\u00f3rico de vers\u00e3o","text":"Vers\u00e3o Data Descri\u00e7\u00e3o Autor 1.0 26/06/2023 Cria\u00e7\u00e3o do documento Eduardo 1.1 26/06/2023 Adicionando artefatos trabalhados na sprint Eduardo 1.2 03/07/2023 Atualiza\u00e7\u00e3o do documento Eduardo"},{"location":"comunicacao/reunioes/reuniao2/reuniao/","title":"Reuni\u00e3o com a equipe de neg\u00f3cio do TCU","text":"

Nesta semana realizamos a reuni\u00e3o com os respons\u00e1veis pelas regras de neg\u00f3cio do (TCU) e tamb\u00e9m definimos os pr\u00f3ximos passos do projeto.

"},{"location":"comunicacao/reunioes/reuniao2/reuniao/#cronograma-de-atividades","title":"Cronograma de atividades","text":"

Per\u00edodo: De 26/06/2023 at\u00e9 30/06/2023

"},{"location":"comunicacao/reunioes/reuniao2/reuniao/#informacoes","title":"informa\u00e7\u00f5es","text":"

Reuni\u00e3o para conhecer as regras de neg\u00f3cio dia 27/06, 10h - 12h

"},{"location":"comunicacao/reunioes/reuniao2/reuniao/#presentes","title":"Presentes","text":"Participantes Presente Caio Vitor Presente Eduardo Gurgel Presente Pedro Braga Presente Ugor Costa Presente Victor L\u00e1zaro Presente"},{"location":"comunicacao/reunioes/reuniao2/reuniao/#atividades","title":"Atividades","text":"Data Atividade Respons\u00e1veis 27/06/2023 Apresenta\u00e7\u00e3o das regras de neg\u00f3cio Toda a equipe"},{"location":"comunicacao/reunioes/reuniao2/reuniao/#historico-de-versao","title":"Hist\u00f3rico de vers\u00e3o","text":"Vers\u00e3o Data Descri\u00e7\u00e3o Autor 1.0 26/06/2023 Cria\u00e7\u00e3o do documento Eduardo 1.1 26/06/2023 Adicionando artefatos trabalhados na sprint Eduardo 1.2 03/07/2023 Atualiza\u00e7\u00e3o do documento Eduardo"},{"location":"comunicacao/reunioes/reuniao3/reuniao/","title":"Reuni\u00e3o 3","text":"

Nesta semana realizamos a reuni\u00e3o com os mentores (TCU) e tamb\u00e9m a primeira reuni\u00e3o do grupo do projeto

Per\u00edodo: De 19/06/2023 at\u00e9 23/06/2023

"},{"location":"comunicacao/reunioes/reuniao3/reuniao/#informacoes","title":"informa\u00e7\u00f5es","text":"

Reuni\u00e3o para conhecer o cliente realizada dia 22/06, 10h - 12h

"},{"location":"comunicacao/reunioes/reuniao3/reuniao/#presentes","title":"Presentes","text":"Participantes Presente Caio Vitor Presente Eduardo Gurgel Presente Pedro Braga Presente Ugor Costa Presente Victor L\u00e1zaro Presente"},{"location":"comunicacao/reunioes/reuniao3/reuniao/#atividades","title":"Atividades","text":"Atividade Respons\u00e1veis Apresenta\u00e7\u00e3o da equipe Toda a equipe"},{"location":"comunicacao/reunioes/reuniao3/reuniao/#historico-de-versao","title":"Hist\u00f3rico de vers\u00e3o","text":"Vers\u00e3o Data Descri\u00e7\u00e3o Autor 1.0 26/06/2023 Cria\u00e7\u00e3o do documento Eduardo 1.1 26/06/2023 Adicionando artefatos trabalhados na sprint Eduardo 1.2 03/07/2023 Atualiza\u00e7\u00e3o do documento Eduardo"},{"location":"comunicacao/reunioes/reuniao4/reuniao/","title":"Reuni\u00e3o 4","text":"

Nesta semana realizamos a primeira reuni\u00e3o de acompanhamento com os monitores

Per\u00edodo: De 26/06/2023 at\u00e9 30/06/2023

"},{"location":"comunicacao/reunioes/reuniao4/reuniao/#informacoes","title":"informa\u00e7\u00f5es","text":"
  • Reuni\u00e3o com o TCU - 27/06
  • Reuni\u00e3o de acompanhamento com os monitores 30/06
"},{"location":"comunicacao/reunioes/reuniao4/reuniao/#presentes","title":"Presentes","text":"Participantes Presente Caio Vitor Presente Eduardo Gurgel Presente Pedro Braga Presente Ugor Costa Presente Victor L\u00e1zaro Presente"},{"location":"comunicacao/reunioes/reuniao5/reuniao/","title":"Reuni\u00e3o 5","text":"

Nesta semana realizamos a reuni\u00e3o com o TCU para validar as fontes de dados que encontramos e a reuni\u00e3o com a equipe para tomar decis\u00f5es do projeto.

Per\u00edodo: De 03/07/2023 at\u00e9 07/07/2023

"},{"location":"comunicacao/reunioes/reuniao5/reuniao/#informacoes","title":"informa\u00e7\u00f5es","text":"
  • Reuni\u00e3o com o TCU - 05/07
  • Reuni\u00e3o da equipe 07/07
"},{"location":"comunicacao/reunioes/reuniao5/reuniao/#presentes","title":"Presentes","text":"Participantes Presente Caio Vitor Presente Eduardo Gurgel Presente Pedro Braga Presente Ugor Costa Presente Victor L\u00e1zaro Presente"},{"location":"comunicacao/reunioes/reuniao6/reuniao/","title":"Reuni\u00e3o 6","text":"

Nesta semana realizamos a reuni\u00e3o com o TCU para verificar: Levantar dados PNE e BEN, modelar pain\u00e9is (verifica\u00e7\u00e3o de planejado/executado; modelar curvas de custo de abatimento); Fontes, funcionamento e modelagem do Sirene e Sinapse; Realizar an\u00e1lise comparativa de potencias de PNE/BEN x Sirene e Sinapse. E a reuni\u00e3o de acompanhamento com os monitores.

Per\u00edodo: De 10/07/2023 at\u00e9 14/07/2023

"},{"location":"comunicacao/reunioes/reuniao6/reuniao/#informacoes","title":"informa\u00e7\u00f5es","text":"
  • Reuni\u00e3o com o TCU - 11/07
  • Reuni\u00e3o de acompanhamento - 14/07
"},{"location":"comunicacao/reunioes/reuniao6/reuniao/#presentes","title":"Presentes","text":"Participantes Presente Caio Vitor Presente Eduardo Gurgel Presente Pedro Braga Presente Ugor Costa Presente Victor L\u00e1zaro Presente"},{"location":"comunicacao/reunioes/reuniao7/reuniao/","title":"Reuni\u00e3o 03/08","text":""},{"location":"comunicacao/reunioes/reuniao7/reuniao/#pautas-da-reuniao","title":"Pautas da reuni\u00e3o","text":"
  • Atribui\u00e7\u00f5es
  • Andamento
"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#atribuicoes","title":"Atribui\u00e7\u00f5es","text":""},{"location":"comunicacao/reunioes/reuniao7/reuniao/#scrum-master","title":"Scrum Master","text":"

Este indiv\u00edduo tem como fun\u00e7\u00e3o garantir que os rituais propostos pela equipe com base na metodologia Scrum sejam fielmente seguidos. Al\u00e9m de monitorar os membros do grupo, impulsionar e resolver eventuais conflitos. Pode-se resumir como \"L\u00edder\" da equipe Scrum. - Membro respons\u00e1vel: Pedro Braga @Stain19

"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#product-manager","title":"Product manager","text":"

Este indiv\u00edduo tem como compet\u00eancia detalhar o roadmap do projeto, elaborar issues, organizar o GitProject e marcar reuni\u00f5es com os stackholders. - Membro Respons\u00e1vel: Eduardo Gurgel @EduardoGurgel

"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#lider-tecnico","title":"L\u00edder T\u00e9cnico","text":"

Este indiv\u00edduo tem como compet\u00eancia direcionar os estudos da equipe e garimpar conte\u00fados, tutoriais e treinamentos relacionados ao projeto. Al\u00e9m de documentar decis\u00f5es t\u00e9cnicas e garantir que os conte\u00fados t\u00e9cnicos aprendidos circulem entre os membros do grupo. - Membro Respons\u00e1vel: Ugor Brand\u00e3o @ubrando

"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#community-manager","title":"Community manager","text":"

Este indiv\u00edduo tem como compet\u00eancia organizar, planejar e estruturar a documenta\u00e7\u00e3o afim de transparecer o andamento do projeto com stackholders. Sua fun\u00e7\u00e3o deve ser trabalhada pr\u00f3xima ao product manager. Cabe a ele organizar o GitPage do projeto 04-PipelineTCU - Membro Respons\u00e1vel: Caio Vitor @caiozim112

"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#devopsarquiteturaautomacoes","title":"Devops/Arquitetura/Automa\u00e7\u00f5es","text":"

Este indiv\u00edduo tem como compet\u00eancia lidar com as automa\u00e7\u00f5es que o projeto ter\u00e1, decidir e organizar a arquitetura utilizada no projeto e disponibilizar o projeto ao cliente(TCU), deploy, integra\u00e7\u00e3o, etc. - Membro Respons\u00e1vel: Vict\u00f3rio L\u00e1zaro @Victor-oss

"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#revisao-da-sprint-6","title":"Revis\u00e3o da Sprint 6","text":""},{"location":"comunicacao/reunioes/reuniao7/reuniao/#realizado","title":"Realizado","text":""},{"location":"comunicacao/reunioes/reuniao7/reuniao/#caio-victor","title":"Caio Victor","text":"
  • Feita a an\u00e1lise da base de dados do IRENA de acordo com a issue #26
  • Adi\u00e7\u00e3o de dados de renda relacionada \u00e0 setor energ\u00e9tico no PowerBI
"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#eduardo-gurgel","title":"Eduardo Gurgel","text":"
  • Elabora\u00e7\u00e3o de um roadmap para an\u00e1lise da estrutura do projeto. Foram aferidas quais tecnologias poderiam ser utilizadas para processamento de grandes quantidades de dados.
"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#pedro-henrique-braga","title":"Pedro Henrique Braga","text":"
  • Foi feito um estudo sobre o PNE 2050 afim de verificar e avaliar quais dados s\u00e3o relevantes para auditoria realizada pelo TCU e afins.
  • Contribui\u00e7\u00e3o para Cria\u00e7\u00e3o do Parsing para coleta de dados de entrada dispon\u00edveis pelo PNE, feito em pareamento com o Vict\u00f3rio L\u00e1zaro.
"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#ugor-brandao","title":"Ugor Brand\u00e3o","text":"
  • Foi feito o parsing de dados do Balan\u00e7o Energ\u00e9tico Nacional e os dados foram dispostos no PowerBi
"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#victorio-lazaro","title":"Vict\u00f3rio L\u00e1zaro","text":"
  • Estudou-se a base de dados do IRENA para aferi\u00e7\u00e3o de dados de renda e empregabilidade relacionados \u00e0s fontes erneg\u00e9ticas.

  • Cria\u00e7\u00e3o do parsing dos dados de entrada do PNE.

  • Adi\u00e7\u00e3o dos dados ao PowerBi

"},{"location":"comunicacao/reunioes/reuniao7/reuniao/#presentes-na-reuniao","title":"Presentes na reuni\u00e3o","text":"
  • [x] Caio Victor
  • [x] Eduardo Gurgel
  • [x] Pedro Henrique Braga
  • [x] Ugor Brand\u00e3o
  • [x] Vict\u00f3rio L\u00e1zaro
"},{"location":"cronograma/cronograma/","title":"Cronograma","text":""},{"location":"cronograma/cronograma/#introducao","title":"Introdu\u00e7\u00e3o","text":"

\u2003\u2003O cronograma \u00e9 uma ferramenta que tem como objetivo organizar as atividades, os recursos e os prazos de um projeto de forma visual, neste caso, em tabelas. Os cronogramas a seguir foram constru\u00eddos a partir das datas e prazos estimulados pelos integrantes do Projeto.

"},{"location":"cronograma/cronograma/#cronograma-geral","title":"Cronograma geral","text":"Etapa T\u00edtulo Descri\u00e7\u00e3o In\u00edcio Entrega 1 Levantamento das bases de dados/Organiza\u00e7\u00e3o do Projeto

Bases de dados que usaremos no Projeto, Planejamento do Projeto, Equipe, Ferramentas do Projeto, Elicita\u00e7\u00e3o de Requisitos

19/06 23/07 2 An\u00e1lise dos dados

Cria\u00e7\u00e3o da Aplica\u00e7\u00e3o

24/07 27/10 3 Relat\u00f3rio/Apresenta\u00e7\u00e3o Final

Cria\u00e7\u00e3o do Relat\u00f3rio que ser\u00e1 apresentado ao final do Projeto

27/10 27/11 Tabela 1 - Cronograma geral da equipe.

OBS: A Respectiva Etapas das sprints est\u00e3o documentadas na ata de Comunica\u00e7\u00e3o

"},{"location":"cronograma/cronograma/#historico-de-versao","title":"Hist\u00f3rico de vers\u00e3o","text":"Vers\u00e3o Data Descri\u00e7\u00e3o Autor 1.0 04/07/2023 Cria\u00e7\u00e3o do documento Caio Vitor Carneiro"},{"location":"cronograma/roadmap/","title":"Roadmap","text":""},{"location":"cronograma/roadmap/#introducao","title":"Introdu\u00e7\u00e3o","text":"

\u2003\u2003O roadmap \u00e9 uma ferramenta visual que nos auxilia na orienta\u00e7\u00e3o e no planejamento ao longo do projeto, e descreve a trajet\u00f3ria para o desenvolvimento e conclus\u00e3o do projeto ao longo do tempo. Ele tem uma import\u00e2ncia significativa em v\u00e1rias etapas do ciclo de vida de um projeto e oferece diversos benef\u00edcios.

\u2003\u2003Al\u00e9m disso, o roadmap desempenha um papel estrat\u00e9gico ao ajudar na defini\u00e7\u00e3o de prioridades e metas, o que facilita na designa\u00e7\u00e3o de tarefas.

"},{"location":"cronograma/roadmap/#roadmap-do-projeto","title":"Roadmap do projeto","text":""},{"location":"cronograma/roadmap/#historico-de-versao","title":"Hist\u00f3rico de vers\u00e3o","text":"Vers\u00e3o Data Descri\u00e7\u00e3o Autor 1.0 11/08/2023 Cria\u00e7\u00e3o do documento Eduardo Gurgel"},{"location":"dashboards/dashboards/","title":"Dashboard","text":""},{"location":"dashboards/dashboards/#introducao","title":"Introdu\u00e7\u00e3o","text":"

Neste documento, apresentaremos as Dashboards criadas com a utiliza\u00e7\u00e3o das nossas fontes de dados.

"},{"location":"dashboards/dashboards/#1-empregabilidade-ao-longos-dos-anos-e-empregabilidade-das-tecnologias-ao-longos-dos-anos","title":"1. Empregabilidade ao longos dos anos e Empregabilidade das tecnologias ao longos dos anos","text":"

Realizado com Dados do Renewable Energy and Jobs de 2022 \u00e0 2013

PowerBi Disponivel em: Drive

Figura 1: Apresenta\u00e7\u00e3o da Dash de Empregabilidade

"},{"location":"dashboards/dashboards/#2-potencia-acumulada-por-cenario-do-plano-nacional-de-energia-2050","title":"2. Pot\u00eancia Acumulada Por Cen\u00e1rio do Plano Nacional de Energia 2050","text":"

Realizado com Dados do Plano Nacional de Energia 2050 de 2050 \u00e0 2015.

Figura 2: Pot\u00eancia Acumulada (MW) por Cen\u00e1rio

"},{"location":"dashboards/dashboards/#3-geracao-periodo-medio-por-cenario-do-plano-nacional-de-energia-2050","title":"3. Gera\u00e7\u00e3o Per\u00edodo M\u00e9dio Por Cen\u00e1rio do Plano Nacional de Energia 2050","text":"

Realizado com Dados do Plano Nacional de Energia 2050 de 2050 \u00e0 2015.

Figura 3: Gera\u00e7\u00e3o Per\u00edodo M\u00e9dio (MW M\u00e9dios)

"},{"location":"dashboards/dashboards/#4-balanco-de-potencia-por-cenario-do-plano-nacional-de-energia-2050","title":"4. Balan\u00e7o de Pot\u00eancia Por Cen\u00e1rio do Plano Nacional de Energia 2050","text":"

Realizado com Dados do Plano Nacional de Energia 2050 de 2050 \u00e0 2015.

Figura 4: Balan\u00e7o de Pot\u00eancia (MW)

"},{"location":"dashboards/dashboards/#5-balanco-de-potencia-por-cenario-do-plano-nacional-de-energia-2050","title":"5. Balan\u00e7o de Pot\u00eancia Por Cen\u00e1rio do Plano Nacional de Energia 2050","text":"

Realizado com Dados do Sistema de Informa\u00e7\u00f5es Energ\u00e9ticas - Minist\u00e9rio de Minas e Energia.

Figura 5: Painel TCU

"},{"location":"dashboards/dashboards/#6-participacao-por-setor-na-matriz-energetica-brasileira-e-mundial","title":"6. Participa\u00e7\u00e3o por setor na matriz energ\u00e9tica brasileira e mundial","text":"

Realizados com Dados do Energy Statistics Data Browser - IEA.

Figura 6: Participa\u00e7\u00e3o por setor na matriz energ\u00e9tica brasileira

Figura 7: Participa\u00e7\u00e3o por setor na matriz energ\u00e9tica mundial

"},{"location":"fonte_dados/fonte_dados/","title":"Fonte de dados","text":""},{"location":"fonte_dados/fonte_dados/#introducao","title":"Introdu\u00e7\u00e3o","text":"

Neste documento, apresentamos as fontes de dados encontradas e sua relev\u00e2ncia para o nosso projeto de an\u00e1lise.

"},{"location":"fonte_dados/fonte_dados/#legenda","title":"Legenda","text":"

Abaixo est\u00e3o listadas algumas legendas que ser\u00e3o utilizadas nas tabelas dos requisitos a seguir.

Legenda Artefato Tabela O nome da tabela que cont\u00e9m o campo. Campo O nome do campo ou coluna na tabela. Descri\u00e7\u00e3o Uma breve descri\u00e7\u00e3o do campo e das informa\u00e7\u00f5es que ele representa. Tipo de Dado O tipo de dado armazenado no campo (inteiro, texto, data, decimal, etc.). Restri\u00e7\u00f5es Quaisquer restri\u00e7\u00f5es ou regras aplic\u00e1veis ao campo (chave prim\u00e1ria, chave estrangeira, formato v\u00e1lido, etc.).

"},{"location":"fonte_dados/fonte_dados/#fonte-de-dados_1","title":"Fonte de dados","text":"

As tabelas contidas dentros dos toggles evidenciam o dados que encontramos.

Balan\u00e7o Energ\u00e9tico Nacional 2023 Anexos Refer\u00eancia Refer\u00eancia dos dados Empresa de Pesquisa energ\u00e9tica Relat\u00f3rio S\u00edntese Relat\u00f3rio S\u00edntese.pdf Tipo de dados .csv Plano Nacional de Energia 2050 Anexos Refer\u00eancia Refer\u00eancia dos dados Empresa de Pesquisa energ\u00e9tica Relat\u00f3rio S\u00edntese Relat\u00f3rio S\u00edntese.pdf Tipo de dados .pdf, .csv Renewable Energy and Jobs - Annual Review 2022 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2022 Renewable Energy and Jobs - Annual Review 2022 Tipo de dados .pdf, .csv Renewable Energy and Jobs - Annual Review 2021 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2021 Renewable Energy and Jobs - Annual Review 2021 Tipo de dados .pdf Renewable Energy and Jobs - Annual Review 2020 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2020 Renewable Energy and Jobs - Annual Review 2020 Tipo de dados .pdf Renewable Energy and Jobs - Annual Review 2019 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2019 Renewable Energy and Jobs - Annual Review 2019 Tipo de dados .pdf Renewable Energy and Jobs - Annual Review 2018 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2018 Renewable Energy and Jobs - Annual Review 2018 Tipo de dados .pdf Renewable Energy and Jobs - Annual Review 2017 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2017 Renewable Energy and Jobs - Annual Review 2017 Tipo de dados .pdf Renewable Energy and Jobs - Annual Review 2016 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2016 Renewable Energy and Jobs - Annual Review 2016 Tipo de dados .pdf Renewable Energy and Jobs - Annual Review 2015 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2015 Renewable Energy and Jobs - Annual Review 2015 Tipo de dados .pdf Renewable Energy and Jobs - Annual Review 2014 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2014 Renewable Energy and Jobs - Annual Review 2014 Tipo de dados .pdf Renewable Energy and Jobs - Annual Review 2013 Anexos Refer\u00eancia Refer\u00eancia dos dados International Renewable Energy Agency Relat\u00f3rio 2013 Renewable Energy and Jobs - Annual Review 2013 Tipo de dados .pdf Sistema de Informa\u00e7\u00f5es Energ\u00e9ticas - Minist\u00e9rio de Minas e Energia Anexos Refer\u00eancia Refer\u00eancia dos dados Sistema de Informa\u00e7\u00f5es Energ\u00e9ticas - Minist\u00e9rio de Minas e Energia Matriz de Balan\u00e7o energ\u00e9tico Nacional Sistema de Informa\u00e7\u00f5es Energ\u00e9ticas - Minist\u00e9rio de Minas e Energia Tipo de dados .xlsx

"},{"location":"fonte_dados/fonte_dados/#historico-de-versao","title":"Hist\u00f3rico de vers\u00e3o","text":"Vers\u00e3o Data Descri\u00e7\u00e3o Autor(es) 1.0 09/07/2023 Cria\u00e7\u00e3o do documento Eduardo 1.1 10/07/2023 Adi\u00e7\u00e3o da fonte Plano Nacional de Energia Vict\u00f3rio 1.3 02/08/2023 Adi\u00e7\u00e3o das fontes do Irena Caio Vitor"},{"location":"modelagem/arquitetura/","title":"Arquitetura dashboard","text":""},{"location":"modelagem/arquitetura/#descricao","title":"Descri\u00e7\u00e3o","text":"

A arquitetura de stream de dados \u00e9 uma abordagem moderna e eficiente para lidar com a ingest\u00e3o, processamento e an\u00e1lise em tempo real de grandes volumes de dados em constante fluxo. Essa arquitetura \u00e9 amplamente adotada em ambientes que exigem respostas em tempo real e insights acion\u00e1veis a partir dos dados gerados por diversas fontes, como sensores, aplicativos web, dispositivos m\u00f3veis e sistemas distribu\u00eddos.

"},{"location":"modelagem/arquitetura/#figma","title":"Figma","text":""},{"location":"modelagem/prototipo/","title":"Prot\u00f3tipo Dashboard","text":""},{"location":"modelagem/prototipo/#descricao","title":"Descri\u00e7\u00e3o","text":"

O prot\u00f3tipo foi realizado no figma, demonstrando a viabilidade e funcionalidade do projeto. Agora, com base nos resultados obtidos, estamos prontos para avan\u00e7ar para a pr\u00f3xima fase de desenvolvimento, onde aperfei\u00e7oaremos ainda mais o produto e o prepararemos para sua implementa\u00e7\u00e3o final.

"},{"location":"modelagem/prototipo/#figma","title":"Figma","text":""},{"location":"modelagem/requisitos/","title":"Requisitos","text":""},{"location":"modelagem/requisitos/#introducao","title":"Introdu\u00e7\u00e3o","text":"

Neste documento, apresentamos os requisitos propostos para a elabora\u00e7\u00e3o do pipeline, que desempenhar\u00e1 um papel fundamental no garantir um bom funcionamento do produto final. O pipeline \u00e9 uma estrutura crucial para o fluxo cont\u00ednuo de dados e informa\u00e7\u00f5es dentro do sistema, permitindo a automatiza\u00e7\u00e3o de processos, a integra\u00e7\u00e3o de diferentes componentes e a otimiza\u00e7\u00e3o do fluxo de trabalho.

Os requisitos aqui descritos abrangem uma ampla gama de aspectos, desde a captura e ingest\u00e3o de dados at\u00e9 o processamento, transforma\u00e7\u00e3o e entrega dos mesmos. \u00c9 essencial que o pipeline seja capaz de lidar com diferentes tipos de dados, como texto, imagens, \u00e1udio e v\u00eddeo, de forma eficiente e confi\u00e1vel.

"},{"location":"modelagem/requisitos/#legenda","title":"Legenda","text":"

Abaixo est\u00e3o listadas algumas legendas que ser\u00e3o utilizadas nas tabelas dos requisitos a seguir.

Legenda Artefato B Brainstorming C Cen\u00e1rios E \u00c9pico ENT Entrevista ES Especifica\u00e7\u00e3o Suplementar GLO Gloss\u00e1rio INT Introspec\u00e7\u00e3o L L\u00e9xico P Personas Q Question\u00e1rio RF Requisitos Funcionais RNF Requisitos n\u00e3o Funcionais ST Storytelling UC Casos de Uso US Hist\u00f3rias de usu\u00e1rio

Tabela 1: Sigla de cada etapa (Fonte: autor, 2023).

"},{"location":"modelagem/requisitos/#requisitos-funcionais","title":"Requisitos funcionais","text":"

As tabelas contidas dentros dos toggles evidenciam as informa\u00e7\u00f5es j\u00e1 citadas dos requisitos funcionais elicitados durante o projeto. Tabelas a seguir:

RF01 - Selecionar um cen\u00e1rio de pol\u00edtica T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF02 - Come\u00e7ar um novo cen\u00e1rio T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF03 - Salvar o cen\u00e1rio T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF04 - Renomear o cen\u00e1rio T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF05 - Deletar o cen\u00e1rio T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF06 - Fazer o download dos gr\u00e1ficos e configura\u00e7\u00f5es de pol\u00edticas T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF07 - Compartilhar o cen\u00e1rio T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF08 - Alternar a visualiza\u00e7\u00e3o dos gr\u00e1ficos entre um ou dois T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF09 - Selecionar cen\u00e1rios e compar\u00e1-los T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF10 - Selecionar o gr\u00e1fico T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF11 - Filtrar a busca T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF12 - Visualizar detalhes da curva T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF13 - Visualizar 'minha conta' T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade RF14 - Acessar guia de uso T\u00f3pico Refer\u00eancia \u00c9pico E1 Hist\u00f3ria de usu\u00e1rio US01 Tema Notas Elicita\u00e7\u00e3o / L\u00e9xico Caso de Uso UC01 Cen\u00e1rio C01 Funcionalidade

"},{"location":"modelagem/requisitos/#requisitos-nao-funcionais","title":"Requisitos n\u00e3o funcionais","text":"

S\u00e3o os crit\u00e9rios ou restri\u00e7\u00f5es que definem qualidades ou caracter\u00edsticas do sistema que n\u00e3o est\u00e3o diretamente relacionadas \u00e0s funcionalidades espec\u00edficas do sistema, mas s\u00e3o importantes para garantir seu desempenho, seguran\u00e7a, usabilidade, confiabilidade, entre outros aspectos.

RNF01 - A aplica\u00e7\u00e3o exibir\u00e1 os dados seguros T\u00f3pico Refer\u00eancia Performance Especifica\u00e7\u00e3o Suplementar Performance Elicita\u00e7\u00e3o RNF02 - A aplica\u00e7\u00e3o ter\u00e1 acesso por usu\u00e1rio senha T\u00f3pico Refer\u00eancia Performance Especifica\u00e7\u00e3o Suplementar Performance Elicita\u00e7\u00e3o RNF03 - A aplica\u00e7\u00e3o ir\u00e1 gerar os gr\u00e1ficos de forma eficiente T\u00f3pico Refer\u00eancia Especifica\u00e7\u00e3o Suplementar Performance Elicita\u00e7\u00e3o"},{"location":"modelagem/requisitos/#bibliografia","title":"Bibliografia","text":"

[1] SERRANO, Milene; SERRANO, Maur\u00edcio. Requisitos - Aula 24. 2019. Acessado em: 04/07/2023

"},{"location":"modelagem/requisitos/#historico-de-versao","title":"Hist\u00f3rico de vers\u00e3o","text":"Vers\u00e3o Data Descri\u00e7\u00e3o Autor(es) 1.0 04/07/2023 Cria\u00e7\u00e3o do documento Eduardo 1.1 - Adi\u00e7\u00e3o de alguns requisitos funcionais = 1.2 - Adicionando requisitos n\u00e3o funcionais = 1.3 - Adicionando mais requisitos n\u00e3o funcionais = 1.4 - Adicionando v\u00eddeos das funcionalidades ="},{"location":"modelagem/agil/backlog/","title":"Backlog do Produto","text":""},{"location":"modelagem/agil/backlog/#introducao","title":"Introdu\u00e7\u00e3o","text":"

O backlog do produto \u00e9 uma lista din\u00e2mica e priorizada de todas as funcionalidades, requisitos, melhorias e corre\u00e7\u00f5es que precisam ser desenvolvidas em um projeto. Ele serve como um reposit\u00f3rio central de todas as necessidades e demandas dos usu\u00e1rios, stakeholders e equipe de desenvolvimento.

Essa lista \u00e9 organizada em ordem de prioridade, com os itens mais importantes ou de maior valor estrat\u00e9gico no topo. O backlog do produto evolui ao longo do tempo, \u00e0 medida que novas informa\u00e7\u00f5es s\u00e3o obtidas, prioridades mudam e o projeto se adapta \u00e0s necessidades do mercado.

"},{"location":"modelagem/agil/backlog/#metodologia","title":"Metodologia","text":"

A metodologia do backlog do produto \u00e9 uma abordagem estruturada e colaborativa para gerenciar as demandas e requisitos de um produto ou projeto de forma \u00e1gil. Ela \u00e9 parte fundamental da metodologia Scrum e outras metodologias \u00e1geis, onde o desenvolvimento \u00e9 orientado por ciclos curtos de trabalho chamados sprints.

"},{"location":"modelagem/agil/backlog/#etapa-de-elicitacao","title":"Etapa de elicita\u00e7\u00e3o","text":"
  • Brainstorming
  • Entrevista
  • Personas
  • Storytelling
"},{"location":"modelagem/agil/backlog/#etapa-de-priorizacao","title":"Etapa de Prioriza\u00e7\u00e3o","text":"
  • MosCow
"},{"location":"modelagem/agil/backlog/#elicitacao-de-requisitos","title":"Elicita\u00e7\u00e3o de Requisitos","text":""},{"location":"modelagem/agil/backlog/#temas","title":"Temas","text":"

...

"},{"location":"modelagem/agil/backlog/#epicos","title":"\u00c9picos","text":"

\u00c9picos - E01 - Visualiza\u00e7\u00e3o de dados - E02 - Filtrar dados - E03 - Simular cen\u00e1rio - E04 - Comparar cen\u00e1rio

Tema \u00c9picos ID Visualiza\u00e7\u00e3o Visualiza\u00e7\u00e3o de dados: As funcionalidades relacionadas a Visualiza\u00e7\u00e3o de dados EP01 Sistema Filtrar dados: Funcionalidades de filtragem de dados EP02 Simular cen\u00e1rio: Estabelece o cen\u00e1rio de transi\u00e7\u00e3o EP03 Comparar cen\u00e1rio: Compara os cen\u00e1rios e diferen\u00e7as EP04

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