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ControlSystemsBase.jl
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module ControlSystemsBase
export LTISystem,
AbstractStateSpace,
StateSpace,
HeteroStateSpace,
TransferFunction,
DelayLtiSystem,
Continuous,
Discrete,
ss,
tf,
zpk,
isproper,
StaticStateSpace,
to_static,
to_sized,
system_name,
input_names,
output_names,
state_names,
# Linear Algebra
balance,
balance_statespace,
are,
lqr,
kalman,
covar,
norm,
hinfnorm,
linfnorm,
gram,
grampd,
ctrb,
obsv,
controllability,
observability,
place,
place_knvd,
# Model Simplification
reduce_sys,
sminreal,
minreal,
balreal,
baltrunc,
similarity_transform,
time_scale,
innovation_form,
observer_predictor,
observer_filter,
observer_controller,
# Stability Analysis
isstable,
poles,
tzeros,
dcgain,
zpkdata,
damp,
dampreport,
markovparam,
margin,
delaymargin,
gangoffour,
extended_gangoffour,
relative_gain_array,
# Connections
append,
series,
parallel,
array2mimo,
feedback,
feedback2dof,
starprod,
lft,
sensitivity,
input_sensitivity,
output_sensitivity,
comp_sensitivity,
input_comp_sensitivity,
output_comp_sensitivity,
G_PS,
G_CS,
# Discrete
c2d,
c2d_x0map,
d2c,
d2c_exact,
# Time Response
step,
impulse,
lsim,
lsim!,
LsimWorkspace,
stepinfo,
StepInfo,
# Frequency Response
freqresp, freqrespv, freqresp!,
evalfr,
bode, bodev,
bodemag!,
BodemagWorkspace,
nyquist, nyquistv,
sigma, sigmav,
# delay systems
delay,
pade,
thiran,
nonlinearity,
# demo systems
ssrand,
DemoSystems, # A module containing some example systems
# utilities
num, #Deprecated
den, #Deprecated
numvec,
denvec,
numpoly,
denpoly,
iscontinuous,
isdiscrete,
ssdata,
add_input,
add_output
# QUESTION: are these used? LaTeXStrings, Requires, IterTools
import Polynomials
import Polynomials: Polynomial, coeffs
import Base: +, -, *, /, (==), (!=), isapprox, convert, promote_op
import Base: getproperty, getindex
import Base: exp # for exp(-s)
export lyap # Make sure LinearAlgebra.lyap is available
export plyap
import Printf
import Printf: @printf, @sprintf
import DSP
import DSP: conv
import MatrixPencils
## Explicit Imports
# ExplicitImports.print_explicit_imports(ControlSystemsBase; show_locations=false)
using ForwardDiff: ForwardDiff
using LaTeXStrings: LaTeXStrings, @L_str, latexstring
using LinearAlgebra: LinearAlgebra, Adjoint, Diagonal, I, LAPACK, Symmetric,
UniformScaling, UpperHessenberg, cholesky, cond, diag,
diagind, diagm, eigen, eigvals, factorize, hessenberg,
ishermitian, isposdef, issuccess, lmul!, lu, lu!, lyap,
mul!, norm, opnorm, pinv, qr, rank, rdiv!, schur, svd!,
svdvals, tr
using MacroTools: MacroTools
using MatrixEquations: MatrixEquations, arec, ared, lyapc, lyapd
using Polyester: Polyester
using PrecompileTools: PrecompileTools
using RecipesBase: RecipesBase, @recipe, @series, @userplot
using StaticArraysCore: StaticArraysCore, SArray, SMatrix, SVector, SizedArray
using UUIDs: UUIDs # to load Plots in gangoffourplot
abstract type AbstractSystem end
include("types/result_types.jl")
include("types/TimeEvolution.jl")
## Added interface:
# timeevol(Lti) -> TimeEvolution (not exported)
include("types/Lti.jl")
include("types/SisoTf.jl")
# Transfer functions and transfer function elements
include("types/TransferFunction.jl")
include("types/SisoTfTypes/SisoZpk.jl")
include("types/SisoTfTypes/SisoRational.jl")
include("types/SisoTfTypes/promotion.jl")
include("types/SisoTfTypes/conversion.jl")
include("types/StateSpace.jl")
# TODO Sample time
include("types/PartitionedStateSpace.jl")
include("types/LFTSystem.jl")
include("types/DelayLtiSystem.jl")
include("types/HammersteinWiener.jl")
# Convenience constructors
include("types/tf.jl")
include("types/zpk.jl")
include("utilities.jl")
include("types/promotion.jl")
include("types/conversion.jl")
include("connections.jl")
include("sensitivity_functions.jl")
# Analysis
include("freqresp.jl")
include("timeresp.jl")
include("matrix_comps.jl")
include("simplification.jl")
include("discrete.jl")
include("analysis.jl")
include("synthesis.jl")
include("pid_design.jl")
include("demo_systems.jl")
include("delay_systems.jl")
include("hammerstein_weiner.jl")
include("nonlinear_components.jl")
include("types/staticsystems.jl")
include("plotting.jl")
include("dsp.jl")
@deprecate pole poles
@deprecate tzero tzeros
@deprecate num numvec
@deprecate den denvec
@deprecate norminf hinfnorm
@deprecate diagonalize(s::AbstractStateSpace, digits) diagonalize(s::AbstractStateSpace)
@deprecate luenberger(sys, p) place(sys, p, :o)
@deprecate luenberger(A, C, p) place(A, C, p, :o)
# There are some deprecations in pid_control.jl for laglink/leadlink/leadlinkat
function covar(D::Union{AbstractMatrix,UniformScaling}, R)
@warn "This call is deprecated due to ambiguity, use covar(ss(D), R) or covar(ss(D, Ts), R) instead"
D*R*D'
end
# The path has to be evaluated upon initial import
const __ControlSystemsBase_SOURCE_DIR__ = dirname(Base.source_path())
function __init__()
Base.Experimental.register_error_hint(MethodError) do io, exc, argtypes, kwargs
if exc.f ∈ (lsim, step, impulse) && argtypes[1] <: LTISystem{Continuous}
print(io, "\n$(exc.f) with continuous-time systems, including delay systems and nonlinear systems, require the user to first ")
printstyled(io, "install and load ControlSystems.jl, or pass the keyword method = :zoh", color=:green, bold=true)
print(io, " for automatic discretization (applicable to systems without delays or nonlinearities only).")
end
plots_id = Base.PkgId(UUID("91a5bcdd-55d7-5caf-9e0b-520d859cae80"), "Plots")
if nameof(exc.f) === :plot && parentmodule(argtypes[1]) == @__MODULE__() && !haskey(Base.loaded_modules, plots_id)
printstyled(io, "\nPlotting is not available unless Plots.jl is loaded manually. Call `using Plots` before plotting.", color=:green, bold=true)
elseif (exc.f == /) && argtypes[2] <: DelayLtiSystem
print(io, "A delayed system can not be inverted. Consider use of the function `feedback`.")
end
end
end
include("precompilation.jl")
end