Observability and controllability of piecewise affine and hybrid systems

被引:425
|
作者
Bemporad, A [1 ]
Ferrari-Trecate, G [1 ]
Morari, M [1 ]
机构
[1] Swiss Fed Inst Technol, Inst Automat, CH-8092 Zurich, Switzerland
关键词
controllability; hybrid systems; mixed-integer linear programming; observability; piecewise affine systems; piecewise linear systems;
D O I
10.1109/TAC.2000.880987
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, me 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, rye propose practical numerical tests based on mixed-integer linear programming.
引用
收藏
页码:1864 / 1876
页数:13
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