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feedback.rb
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class Component
def work(u)
u
end
# Overload to print additional information to `STDOUT`.
def monitoring
""
end
end
class Plant < Component
def work(u)
u
end
end
class PIDController < Component
attr_accessor :kp, :ki, :kd, :i, :d, :prev
def initialize(kp, ki, kd = 0)
@kp, @ki, @kd = kp, ki, kd
@i = 0
@d = 0
@prev = 0
end
def work(e)
@i += DT * e
@d = (e - @prev) / DT
@prev = e
@kp * e + @ki * @i + @kd * @d
end
end
class AdvancedController < Component
attr_accessor :kp, :ki, :kd, :i, :d, :prev
attr_accessor :unclamped, :clamp_lo, :clamp_hi, :alpha
def initialize(kp, ki, kd = 0, clamp = [-1e10, 1e10], smooth = 1)
@kp, @ki, @kd = kp, ki, kd
@i = 0
@d = 0
@prev = 0
@unclamped = true
@clamp_lo, @clamp_hi = clamp
@alpha = alpha
end
def work(e)
if @unclamped
@i += DT * e
end
@d = @alpha * (e - @prev) / DT + (1.0 - @alpha) * @d
u = @kp * e + @ki * @i + @kd * @d
@unclamped = u > @clamp_lo && u < @clamp_hi
@prev = e
u
end
end
class Identity < Component
def work(x)
x
end
end
class Integrator < Component
def initialize
@data = 0
end
def work(u)
@data += u
DT * @data
end
end
class FixedFilter < Component
def initialize(n)
@n = n
@data = []
end
def work(x)
@data << x
if @data.size > @n
@data = @data.drop(1)
end
@data.reduce(&:+).to_f / @data.size
end
end
class RecursiveFilter < Component
def initialize(alpha)
@alpha = alpha
@y = 0
end
def work(x)
@y = @alpha * x + (1.0 - @alpha) * @y
@y
end
end
module Feedback
class << self
def closed_loop(setpoint, controller, plant, tm = 5000, inverted = false,
actuator = Identity.new, return_filter = Identity.new)
z = 0
tm.times do |t|
r = setpoint.call(t)
e = r - z
e = -e if inverted
u = controller.work(e)
v = actuator.work(u)
y = plant.work(v)
z = return_filter.work(y)
puts "#{t},#{DT * t},#{r},#{e},#{u},#{v},#{y},#{z},#{plant.monitoring}"
end
end
end
end