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Convert pid parameters to :parallel #900

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120 changes: 88 additions & 32 deletions lib/ControlSystemsBase/src/pid_design.jl
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@
* `:series` - `Kc*(1 + 1/(τi*s))*(τd*s + 1)`
* `:parallel` - `Kp + Ki/s + Kd*s`

If `state_space` is set to `true`, either `kd` has to be zero
If `state_space` is set to `true`, either `Kd` has to be zero
or a positive `Tf` has to be provided for creating a filter on
the input to allow for a state space realization.
The filter used is `1 / (1 + s*Tf + (s*Tf)^2/2)`, where `Tf` can typically
Expand Down Expand Up @@ -47,44 +47,42 @@

@deprecate pid(; kp=0, ki=0, kd=0, series = false) pid(kp, ki, kd; form=series ? :series : :parallel)

function pid_tf(param_p, param_i, param_d=zero(typeof(param_p)); form=:standard, Tf=nothing)
Kp, Ti, Td = convert_pidparams_to_standard(param_p, param_i, param_d, form)
ia = Ti != Inf && Ti != 0 # integral action, 0 would result in division by zero, but typically indicates that the user wants no integral action
function pid_tf(param_p, param_i, param_d=zero(typeof(param_p)); form=:standard, Tf=nothing)
Kp, Ki, Kd = convert_pidparams_to_parallel(param_p, param_i, param_d, form)

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if isnothing(Tf)
if ia
return tf([Kp * Td, Kp, Kp / Ti], [1, 0])
if Ki != 0
return tf([Kd, Kp, Ki], [1, 0])

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else
return tf([Kp * Td, Kp], [1])
return tf([Kd, Kp], [1])

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end
else
if ia
return tf([Kp * Td, Kp, Kp / Ti], [Tf^2/2, Tf, 1, 0])
if Ki != 0
return tf([Kd, Kp, Ki], [Tf^2/2, Tf, 1, 0])

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else
return tf([Kp * Td, Kp], [Tf^2/2, Tf, 1])
return tf([Kd, Kp], [Tf^2/2, Tf, 1])

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end
end
end

function pid_ss(param_p, param_i, param_d=zero(typeof(param_p)); form=:standard, Tf=nothing)
Kp, Ti, Td = convert_pidparams_to_standard(param_p, param_i, param_d, form)
function pid_ss(param_p, param_i, param_d=zero(typeof(param_p)); form=:standard, Tf=nothing)
Kp, Ki, Kd = convert_pidparams_to_parallel(param_p, param_i, param_d, form)

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TE = Continuous()
ia = Ti != Inf && Ti != 0 # integral action, 0 would result in division by zero, but typically indicates that the user wants no integral action
if !isnothing(Tf)
if ia
if Ki != 0

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A = [0 1 0; 0 0 1; 0 -2/Tf^2 -2/Tf]
B = [0; 0; 1]
C = 2 * Kp / Tf^2 * [1/Ti 1 Td]
C = 2 / Tf^2 * [Ki Kp Kd]

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else
A = [0 1; -2/Tf^2 -2/Tf]
B = [0; 1]
C = 2 * Kp / Tf^2 * [1 Td]
C = 2 / Tf^2 * [Kp Kd]

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end
D = 0
elseif Td == 0
if ia
elseif Kd == 0
if Ki != 0

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A = 0
B = 1
C = Kp / Ti # Ti == 0 would result in division by zero, but typically indicates that the user wants no integral action
C = Ki # Ti == 0 would result in division by zero, but typically indicates that the user wants no integral action

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D = Kp
else
return ss([Kp])
Expand All @@ -98,7 +96,7 @@
"""
pidplots(P, args...; params_p, params_i, params_d=0, form=:standard, ω=0, grid=false, kwargs...)

Plots interesting figures related to closing the loop around process `P` with a PID controller supplied in `params`
Display the relevant plots related to closing the loop around process `P` with a PID controller supplied in `params`
on one of the following forms:
* `:standard` - `Kp*(1 + 1/(Ti*s) + Td*s)`
* `:series` - `Kc*(1 + 1/(τi*s))*(τd*s + 1)`
Expand Down Expand Up @@ -300,7 +298,7 @@

The parameters can be returned as one of several common representations
chosen by `form`, the options are
* `:standard` - ``K_p(1 + 1/(T_i s) + T_ds)``
* `:standard` - ``K_p(1 + 1/(T_i s) + T_d s)``
* `:series` - ``K_c(1 + 1/(τ_i s))(τ_d s + 1)``
* `:parallel` - ``K_p + K_i/s + K_d s``

Expand Down Expand Up @@ -491,7 +489,7 @@
verbose && ki < 0 && @warn "Calculated ki is negative, inspect the Nyquist plot generated with doplot = true and try adjusting ω or the angle ϕt"
C = pid(kp, ki, kd, form=:parallel)
any(real(p) > 0 for p in poles(C)) && @error "Calculated controller is unstable."
kp, ki, kd = ControlSystemsBase.convert_pidparams_from_to(kp, ki, kd, :parallel, form)
kp, ki, kd = convert_pidparams_from_to(kp, ki, kd, :parallel, form)

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CF = C*F
fig = if doplot
w = exp10.(LinRange(log10(ω)-2, log10(ω)+2, 1000))
Expand Down Expand Up @@ -522,7 +520,7 @@
"""
function convert_pidparams_to_standard(param_p, param_i, param_d, form::Symbol)
if form === :standard
return param_p, param_i, param_d
return @. (param_p, param_i, param_d)

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elseif form === :series
return @. (
param_p * (param_i + param_d) / param_i,
Expand All @@ -536,36 +534,94 @@
end
end

"""
Kp, Ti, Td = convert_pidparams_to_parallel(param_p, param_i, param_d, form)

Convert parameters from form `form` to `:parallel` form.

The `form` can be chosen as one of the following
* `:standard` - ``K_p(1 + 1/(T_i s) + T_d s)``
* `:series` - ``K_c(1 + 1/(τ_i s))(τ_d s + 1)``
* `:parallel` - ``K_p + K_i/s + K_d s``
"""
function convert_pidparams_to_parallel(param_p, param_i, param_d, form::Symbol)
if form === :parallel
return @. (param_p, param_i, param_d)
elseif form === :series

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# param_i = 0 would result in division by zero, but typically indicates that the user wants no integral action
param_i == 0 && return @. param_p * (1, 0, param_d)
return @. (param_p *

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((param_i + param_d) / param_i, 1 / param_i, param_d))
elseif form === :standard
param_i == 0 && return @. param_p * (1, 0, param_d)
return @. param_p * (1, 1 / param_i, param_d)

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else
throw(ArgumentError("form $(form) not supported."))

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end
end

"""
param_p, param_i, param_d = convert_pidparams_from_standard(Kp, Ti, Td, form)

Convert parameters to form `form` from `:standard` form.

The `form` can be chosen as one of the following
* `:standard` - ``K_p(1 + 1/(T_i s) + T_ds)``
* `:standard` - ``K_p(1 + 1/(T_i s) + T_d s)``
* `:series` - ``K_c(1 + 1/(τ_i s))(τ_d s + 1)``
* `:parallel` - ``K_p + K_i/s + K_d s``
"""
function convert_pidparams_from_standard(Kp, Ti, Td, form::Symbol)
if form === :standard
return Kp, Ti, Td
return @. (Kp, Ti, Td)

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elseif form === :series
return @. (
(Ti - sqrt(Ti * (Ti - 4 * Td))) / 2 * Kp / Ti,
(Ti - sqrt(Ti * (Ti - 4 * Td))) / 2,
(Ti + sqrt(Ti * (Ti - 4 * Td))) / 2,
)
Δ = Ti * (Ti - 4 * Td)
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These lines are broken for parameter arrays

Δ < 0 && throw(DomainError("The condition Ti^2 ≥ 4Td*Ti is not satisfied: the PID parameters cannot be converted to series form"))
sqrtΔ = sqrt(Δ)
return @. ((Ti - sqrtΔ) / 2 * Kp / Ti,

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(Ti - sqrtΔ) / 2,
(Ti + sqrtΔ) / 2)
elseif form === :parallel
return @. (Kp, Kp/Ti, Td*Kp)
else
throw(ArgumentError("form $(form) not supported."))
end
end


"""
Kp, Ti, Td = convert_pidparams_from_parallel(Kp, Ki, Kd, to_form)

Convert parameters from form `:parallel` to form `to_form`.

The `form` can be chosen as one of the following
* `:standard` - ``K_p(1 + 1/(T_i s) + T_d s)``
* `:series` - ``K_c(1 + 1/(τ_i s))(τ_d s + 1)``
* `:parallel` - ``K_p + K_i/s + K_d s``
"""
function convert_pidparams_from_parallel(Kp, Ki, Kd, to::Symbol)
if to === :parallel
return @. (Kp, Ki, Kd)
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Suggested change
return @. (Kp, Ki, Kd)
return Kp, Ki, Kd

elseif to === :series
Ki == 0 && return @. Kp * (1, 0, Kd)
Δ = Kp^2-4Ki*Kd
Δ < 0 &&

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throw(DomainError("The condition Kp^2 ≥ 4Ki*Kd is not satisfied: the PID parameters cannot be converted to series form"))
sqrtΔ = sqrt(Δ)
return @. ((Kp - sqrtΔ)/2, (Kp - sqrtΔ)/(2Ki), (Kp + sqrtΔ)/(2Ki))
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The @. here is not enough, the lines above, like

Δ = Kp^2-4Ki*Kd
Δ < 0 && ...

would fail for arrays

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Would you rather have Julia throw a DomainError here? In general to me it makes more sense to convert single pids at the time.

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You could check

any(<(0), Δ)

In general to me it makes more sense to convert single pids at the time.

I agree, that would probably be a nicer implementation. I performed some tests locally, and it does not seem like most PID-related functions actually handle array parameters, and I cannot remember why it was supported in the first place. Maybe it's safe to assume that this functionality isn't used anywhere and not bother supporting it?

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Ah, I see now that stabregionPID does pass in array parameters, so if we drop support for array parameters this function would need an update

elseif to === :standard
Kp == 0 && throw(DomainError("Cannot convert to standard form when Kp=0"))
Ki == 0 && return @. (Kp, Inf, Kd / Kp)
return @. (Kp, Kp / Ki, Kd / Kp)

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else
throw(ArgumentError("form $(form) not supported."))

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end
end


"""
convert_pidparams_from_to(kp, ki, kd, from::Symbol, to::Symbol)
"""
function convert_pidparams_from_to(kp, ki, kd, from::Symbol, to::Symbol)
kp, ki, kd = convert_pidparams_to_standard(kp, ki, kd, from)
convert_pidparams_from_standard(kp, ki, kd, to)
Kp, Ki, Kd = convert_pidparams_to_parallel(kp, ki, kd, from)
convert_pidparams_from_parallel(Kp, Ki, Kd, to)

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end
26 changes: 19 additions & 7 deletions lib/ControlSystemsBase/test/test_pid_design.jl
Original file line number Diff line number Diff line change
@@ -1,5 +1,7 @@
@testset "test_pid_design" begin

CSB = ControlSystemsBase

# Test gof plot and loopshaping
P = tf(1,[1,1])^4
gangoffourplot(P,tf(1))
Expand All @@ -13,8 +15,18 @@ C, kp, ki = loopshapingPI(P, ωp, phasemargin=60, form=:parallel, doplot=true)
# tf
@test pid(1.0, 1, 1) == tf(1) + tf(1,[1,0]) + tf([1,0],[1])
@test pid(1.0, Inf, 1) == tf(1) + tf([1, 0], [1])
@test pid(1.0, 0, 1) == tf(1) + tf([1, 0], [1])
@test pid(0.0, 1, 1; form=:parallel) == tf(0) + tf(1,[1,0]) + tf([1,0],[1])
@test pid(1.0, 2, 3; Tf=2) == tf([3,1,0.5], [2,2,1,0])
@test all(CSB.convert_pidparams_from_standard(CSB.convert_pidparams_from_parallel(1, 2, 3, :standard)...,
:parallel) .≈ (1,2,3))
@test_throws DomainError CSB.convert_pidparams_from_parallel(2, 3, 0.5, :series)
@test_throws DomainError CSB.convert_pidparams_from_parallel(0, 3, 0.5, :standard)
@test_throws DomainError CSB.convert_pidparams_from_standard(2, 1, 0.5, :series)
# ss
@test tf(pid(1.0, 1, 0; state_space=true)) == tf(1) + tf(1,[1,0])
@test tf(pid(0.0, 2, 3; form=:parallel, state_space=true, Tf=2)) == tf([3,0,2], [2, 2, 1, 0])
@test tf(pid(1.0, 2, 3; state_space=true, Tf=2)) == tf([3, 1, 0.5], [2, 2, 1, 0])

# Discrete
@test_throws ArgumentError pid(1.0, 1, 1, Ts=0.1)
Expand Down Expand Up @@ -72,13 +84,13 @@ C, Kp, Ti = placePI(P, 2, 0.7; form=:standard)
@test [Kp, Ti] ≈ [9/5, 9/20]

# Test internal functions convert_pidparams*
params = (2, 3, 0.5)
parallel_params = ControlSystemsBase.convert_pidparams_from_standard(params..., :parallel)
@test parallel_params == (2, 2/3, 1)
@test ControlSystemsBase.convert_pidparams_to_standard(parallel_params..., :parallel) == params
series_params = ControlSystemsBase.convert_pidparams_from_standard(params..., :series)
@test series_params == ((3-sqrt(3))/3, (3-sqrt(3))/2, (3+sqrt(3))/2)
@test ControlSystemsBase.convert_pidparams_to_standard(series_params..., :series) == params
params = (4, 3, 0.5)
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standard_params = ControlSystemsBase.convert_pidparams_from_parallel(params..., :standard)
@test standard_params == (4, 4/3, 0.5/4)
@test ControlSystemsBase.convert_pidparams_to_parallel(standard_params..., :standard) == params
series_params = ControlSystemsBase.convert_pidparams_from_parallel(params..., :series)
@test series_params == ((4-sqrt(10))/2, (4-sqrt(10))/6, (4+sqrt(10))/6)
@test all(ControlSystemsBase.convert_pidparams_to_parallel(series_params..., :series) .≈ params)

# lead lag link
a = 1
Expand Down
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