16. Model Structure Selection and Model Validation
The choice of an appropriate model structure M is most crucial for a successful identification application. This choice must be based both on an understanding of the identification procedure and on insights and knowledge about the system to be identified. In Chapters 4 and 5 we provided lists of typical model structures to be used for identification. In this chapter we shall complement these lists by discussing how to arrive at a suitable structure, guided by system knowledge and the collected data set.
Once a model structure has been chosen, the identification procedure provides us with a particular model in this structure. This model may be the best available one, but the crucial question ...
Get System Identification: Theory for the User, 2nd Edition now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
