DocumentCode
1403058
Title
Observability and controllability of piecewise affine and hybrid systems
Author
Bemporad, Alberto ; Ferrari-Trecate, Giancarlo ; Morari, Manfred
Author_Institution
Inst. fur Autom., Eidgenossische Tech. Hochschule, Zurich, Switzerland
Volume
45
Issue
10
fYear
2000
Firstpage
1864
Lastpage
1876
Abstract
We prove, in a constructive way, the equivalence between piecewise affine systems and a broad class of hybrid systems described by interacting linear dynamics, automata, and propositional logic. By focusing our investigation on the former class, we show through counterexamples that observability and controllability properties cannot be easily deduced from those of the component linear subsystems. Instead, we propose practical numerical tests based on mixed-integer linear programming.
Keywords
automata theory; controllability; formal logic; integer programming; linear programming; observability; hybrid systems; interacting linear dynamics; mixed-integer linear programming; numerical tests; piecewise affine systems; propositional logic; Automata; Automatic control; Control systems; Controllability; Equations; Linear programming; Linear systems; Logic programming; Observability; Piecewise linear techniques;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2000.880987
Filename
880987
Link To Document