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
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;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2000.880987