What is system identification?

System identification is a method for building mathematical models of dynamical systems from measured data. It involves designing experiments, collecting data, choosing model structures, estimating model parameters, and validating the obtained model. It is commonly used in engineering and science to understand, predict, and control the behavior of complex systems, such as chemical processes, mechanical structures, and biological systems.