Comments on Model Validation as Set Membership Identification
1999 (English)In: Proceedings of the 1998 Robustness in Identification and Control Workshop, 1999, Vol. 245, 7-17 p.Conference paper (Refereed)
We review four basic model validation techniques, one that relates to the unknown-but-bounded disturbance assumption, one that has been recently suggested in the Identification-for-robust-controlcontext and two more classical statistical tests. By defining the set of models that would pass the chosen model validation test, we may interpret each of these as a set membership identification method. The consequences of such a viewpoint are discussed, and we focus on the important, but perhaps controversial concept of independence to make further selections of models within the thus defined sets.
Place, publisher, year, edition, pages
1999. Vol. 245, 7-17 p.
, Lecture Notes in Control and Information Sciences
Model validation, Set membership
Engineering and Technology Control Engineering
IdentifiersURN: urn:nbn:se:liu:diva-91172ISBN: 978-1-85233-179-5OAI: oai:DiVA.org:liu-91172DiVA: diva2:617384
1998 Robustness in Identification and Control Workshop, Siena, Italy, July-August, 1998