Title :
State estimator synthesis for position dependent flexible systems with position independent error convergence
Author :
Verkerk, K.W. ; Kasemsinsup, Y. ; Butler, H. ; Weiland, S.
Author_Institution :
Dept. of Electr. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
Abstract :
In this paper a state estimator for high tech flexible systems with an inherent nonlinearity in the output dynamics is proposed. We consider an application in which sensor measurements of the flexible system become parameter (position) dependent. An LPV setting is proposed for the design of estimators that estimate flexible modes of the system. The possibility of pole placement for the error dynamics is investigated and characterized. In particular, necessary and sufficient conditions are derived for the estimator convergence to be parameter independent. In addition, an eigenvalue-shifting technique that improves the convergence of the estimated flexible modes is presented. Simulation results on a basic example and a full flexible system model are used to demonstrate the merits of the proposed estimation algorithms.
Keywords :
control nonlinearities; control system synthesis; eigenvalues and eigenfunctions; linear parameter varying systems; pole assignment; state estimation; LPV setting; eigenvalue-shifting technique; error dynamics; estimator convergence; inherent nonlinearity; pole placement; position dependent flexible systems; position independent error convergence; sensor measurements; state estimator synthesis; Convergence; Eigenvalues and eigenfunctions; Estimation error; Noise; Observers; Position measurement; Shape; Distributed Systems; Estimation; Parameter Varying Systems;
Conference_Titel :
Control and Automation (MED), 2015 23th Mediterranean Conference on
Conference_Location :
Torremolinos
DOI :
10.1109/MED.2015.7158898