Markus Hirsch, Luigi del Re,
"Iterative Identification of Polynomial NARX Models for Complex Multi-Input Systems"
: Proceedings of NOLCOS 2010, 2010
Original Titel:
Iterative Identification of Polynomial NARX Models for Complex Multi-Input Systems
Sprache des Titels:
Englisch
Original Buchtitel:
Proceedings of NOLCOS 2010
Original Kurzfassung:
This work proposes an iterative identification algorithm for polynomial NARX models with several inputs. An optimal input design procedure is used to obtain persistent excitation for all regressors taking into account actuator and safety constraints. Through this procedure and the iterative increase of the polynomial degree, systems of unknown nonlinear structure can be approximated. The paper presents the procedure and results using a numerical and experimental example – the air-path of a combustion engine.
Sprache der Kurzfassung:
Englisch
Erscheinungsjahr:
2010
Anzahl der Seiten:
6
Notiz zur Publikation:
NOLCOS 2010, 8th IFAC Symposium on Nonlinear Control Systems, Bologna, Italy, September 01-03, 2010