DocumentCode
727998
Title
Reduced-order ℋ2 /ℋ∞ control of discrete-time LPV systems with experimental validation on an overhead crane test setup
Author
Hilhorst, G. ; Pipeleers, G. ; Michiels, W. ; Oliveira, R.C.L.F. ; Peres, P.L.D. ; Swevers, J.
Author_Institution
Dept. of Mech. Eng., KU Leuven, Leuven, Belgium
fYear
2015
fDate
1-3 July 2015
Firstpage
125
Lastpage
130
Abstract
This paper presents a numerically attractive approach to design reduced-order multi-objective ℋ2/ℋ∞ controllers for discrete-time linear parameter-varying (LPV) systems. The proposed controller synthesis approach relies on an a priori computed polynomially parameter-dependent full-order LPV controller that stabilizes the LPV system for all possible parameter trajectories. This full-order controller is subsequently used in a sufficient linear matrix inequality (LMI) optimization problem for reduced-order ℋ2/ℋ∞ LPV synthesis. Pólya relaxations are used to obtain tractable LMI formulations, and a simplicial subdivision of the parameter domain is applied to relieve the numerical burden. Experimental validations on a lab-scale overhead crane with varying cable length illustrate the practical viability of the approach.
Keywords
H∞ control; H2 control; control system synthesis; cranes; discrete time systems; linear matrix inequalities; linear parameter varying systems; optimisation; reduced order systems; stability; LMI optimization problem; LPV system stabilization; Pólya relaxations; controller synthesis approach; discrete-time LPV systems; discrete-time linear parameter-varying systems; experimental validation; full-order controller; lab-scale overhead crane; linear matrix inequality optimization problem; overhead crane test setup; polynomially parameter-dependent full-order LPV controller; reduced-order ℋ2/ℋ∞ LPV synthesis; reduced-order ℋ2/ℋ∞ control; reduced-order multiobjective ℋ2/ℋ∞ controller design; Cranes; Linear systems; Polynomials; Sensitivity; Symmetric matrices; Trajectory; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2015
Conference_Location
Chicago, IL
Print_ISBN
978-1-4799-8685-9
Type
conf
DOI
10.1109/ACC.2015.7170723
Filename
7170723
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