ControlSystemIdentification

System identification for ControlSystems.jl. Examples in the form of jupyter notebooks are provided here.

Other resources

• For estimation of linear time-varying models (LTV), see LTVModels.jl.
• For estimation of linear and nonlinear grey-box models in continuous time, see DifferentialEquations.jl (parameter estimation)
• Estimation of nonlinear black-box models in continuous time DiffEqFlux.jl and in discrete time Flux.jl
• For more advanced spectral estimation, cross coherence, etc., see LPVSpectral.jl
• This package interacts well with MonteCarloMeasurements.jl. See example file.
• State estimation is facilitated by LowLevelParticleFilters.jl.