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Add data descriptions for materials & transport #57

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124 changes: 124 additions & 0 deletions message_ix_models/data/edits/transport-materials-0.yaml
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format: 1

title: Materials + transport representation in MESSAGEix
description: |-
These are the data required to parametrize a representation of materials use
in the transport sector, i.e. the integration of MESSAGEix-Materials and
MESSAGEix-Transport.

provider:
organisation: International Institute for Applied Systems Analysis (IIASA)
contact: [email protected]; [email protected]; [email protected]

classifiers:
- "Kind :: Model input"

dimension:
time:
scope: 1990 to 2100
resolution: 5- or 10-year periods or annual
description: >-
Up until 2022, data reflect real-world measurements. From 2022 (or other
start year) onwards, data are projections.
space:
scope: global
resolution: country or vehicle market/manufacturing region.
description: It would be best if the Chinese data could be included.
vehicle_type:
scope: all classification of vehicles
resolution: : >-
3-point scale: Passenger LDV, bus, truck
description: >-
More detailed classification of the above 3 types is welcomed, e.g.
separating size classes of LDVs (cars, small or large; SUVs, etc.),
trucks, etc.
make_model:
scope: any available
resolution: any specific make and model
description: >-
Specific manufacturer and model of vehicle.
fuel_type:
scope: all classification of vehicles by the fuel & technology they use
resolution: : >-
10-point scale: gasoline, diesel, electricity, hydrogen,
compressed natural gas, liquefied natural gas, coal-derived methanol,
bio-diesel, coal-to-liquids, bio-ethanol
description: >-
Not all fuel types are necessarily included for each specific model.
Materials intensities of specific components may be the same across
different fuel_type if these components are essentially the same.
powertrain_type:
scope: all classification of vehicles by the powertrain
resolution: ICE, PHEV, BEV, etc.
description: Different fuel_type may eventually correspond to one powertrain_type
material_type:
scope: all common materials used in vehicles
resolution: : >-
14-point scale: steel, copper, aluminum, lithium, cobalt, nickel,
neodymium, dysprosium, platinum, plastics, composite material, coal, crude oil, natural gas.
description: >-
Other material can also be added depend on the available data.
component:
scope: all major components in vehicles
resolution: : >-
7-point scale: body structure, wheels and tires, chassis,
powertrain system, energy storage battery, hydrogen on-board storage,
fuel cell
description: >-
Vehicles of a particular type and fuel type do not have to contain all of
the above components, e.g. “hydrogen on-board storage” is not relevant for
“electric vehicle”.

measure:
material_intensity_1:
description: >-
Mass of a given material required for one unit of component production defined by
vehicle_type and powertrain_type.

material_intensity_2:
description: >-
Mass of a given material required for one unit of component production defined by
make_model.

material_intensity_energy:
description: >-
Mass of upstream materials required to provide different
types of fuels used in vehicles.

sales:
description: >-
Vehicle sales for certain make_model.


quantity:
- measure: material_intensity_1
dimensions: [time, space, vehicle_type, powertrain_type, material_type, component]
units: tons per vehicle
description: >-
With these dimensions, this data captures the material intensity of major
components of certain vehicle type and powertrain type.
If a vehicle includes more than one of a certain component, then this is
the total across the components in a single vehicle.

- measure: material_intensity_2
dimensions: [time, space, make_model, material_type, component]
units: tons per unit component
description: >-
With these dimensions, this data captures the material intensity of major
components of certain make_model.
If a vehicle includes more than one of a certain component, then this is
the total across the components in a single vehicle.

- measure: material_intensity_energy
dimensions: [time, space, fuel_type, material_type]
units: tons per unit energy
description: >-
This captures the upstream requirements for materials to provide different
types of fuels used in vehicles.

- measure: sales
dimensions: [time, space, make_model]
units: vehicles per year
description: >-
This would be used to calculate a sales-weighted average across materials
intensities that are specific to different make_model.
22 changes: 22 additions & 0 deletions message_ix_models/data/edits/transport-materials.yaml
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format: 1

title: Materials + transport representation in MESSAGEix
description: |-
These are the data required to parametrize a representation of materials use
in the transport sector, i.e. the integration of MESSAGEix-Materials and
MESSAGEix-Transport.

provider:
organisation: International Institute for Applied Systems Analysis (IIASA)
contact: [email protected]; [email protected]; [email protected]

classifiers:
- "Kind :: Model input"

dimension:
time: {}
space: {}

measure: {}

quantity: []
78 changes: 78 additions & 0 deletions message_ix_models/data/edits/transport-materials_LU.yaml
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@@ -0,0 +1,78 @@
format: 1

title: Materials + transport representation in MESSAGEix
description: |-
These are the data required to parametrize a representation of materials use
in the transport sector, i.e. the integration of MESSAGEix-Materials and
MESSAGEix-Transport.
provider:
organisation: International Institute for Applied Systems Analysis (IIASA)
contact: [email protected]; [email protected]; [email protected]

classifiers:
- "Kind :: Model input"

dimension:
time:
scope: 1990 to 2100
resolution: 5- or 10-year periods
description: |-
Historical data (1990-2020) + projections. This is aligned with XM's approach.
In this case, from 1990 to 2010 the additions, capacity etc., will be 0
due to the lack of EVs and PHEVs in the fleet. Data from 2010 to 2020 based on
historical yearly statistics.
space:
scope: global
resolution: R11
description: |-
See https://docs.messageix.org/projects/models2/en/latest/pkg-data/node.html
or https://github.com/iiasa/message-ix-models/blob/main/message_ix_models/data/node/R11.yaml
powertrain_type:
scope: All powertrain technologies
resolution: Powertrain technologies included in MESSAGEix (ICEV,BEV,PHEV,FCEV)
description: |-
Even though for this analysis only PHEV and BEVs are relevant,
we should probably take into account all powertrain technologies
battery_technology:
scope: BEVs and PHEVs
description: Battery technology/chemistry that can be used by electric vehicles
resolution: |-
Three families of battery chemistries for current fleet of vehicles (NCA, NMC, LFP)
Possibly, think about two battery chemistries that may be used in the future. Candidates:
- Li-air
- Li-S
vehicle_segment:
scope: size of ELDVs
description: The vehicle class , which will affect the battery size
resolution: |-
Confirm with Paul which vehicle segments are available in MESSAGEix-Transport
I suppose: micro, medium, SUV. I might be wrong. To each vehicle segment
a given battery size has to be assigned, based on current real fleet data
and then projected until 2050
material_type:
scope: Relevant materials used in Li-ion batteries
resolution: |-
4-point scale: Lithium, Cobalt, Nickel, Graphite. These are the 4 materials
of interest, however it may be necessary to include also copper, since in one pathway
Co is a by-product of Cu extraction.

measure:
battery_size:
description: size of battery per vehicle segment and battery technology
material_intensity:
description: Amount of material required per kWh of storage capacity in each battery type

quantity:
- measure: battery_size
dimensions: [time,space,powertrain_type,vehicle segment]
units: kWh
description: |-
Size of the battery, measured in kWh, for a given combination of powertrain technology
and vehicle size.

- measure: material_intensity
dimensions: [time, battery_technology, material_type]
units: kg/kWh
description: |-
This captures the material intensity (Li,Co,Ni,C) of the different battery technologies
analysed per kWh of storage capacity.
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