Model Identification And Data Analysis - 2Nd Module – Politecnico di Milano

Argomenti del programma: The program of the course is as follows. Non-parametric system identification: the subspace-based state-space approach Frequency domain parametric identification of models from data Kalman Filter: prediction, virtual-sensing and gray-box system identification Analysis and design of closed-loop systems using the minimum-variance approach Non-linear system-identification and SW-sensing: parametric nonlinear fitting;…