| Time series system identification (parametric model estimation) of linear and non-linear multivariable processes. Models to be investigated include ARX, ARMAX, CARIMA, MARX, Box Jenkins, multi-model and other forms. Linear and non-linear regression modeling will be presented. Various input types will be presented, PBRS, stemp, ramp, sinusoidal for system identification. Labs on system identification will be conducted. Matlab will be used for develop various algorithms. |
