Title :
Piecewise linear optimal controllers for hybrid systems
Author :
Bemporad, Alberto ; Borrelli, Francesco ; Morari, Manfred
Author_Institution :
Autom. Control Lab., Eidgenossische Tech. Hochschule, Zurich, Switzerland
Abstract :
We propose a procedure for synthesizing piecewise linear optimal controllers for discrete-time hybrid systems. A stabilizing controller is obtained by designing a model predictive controller, which is based on the minimization of a weighted l1/∞-norm of the tracking error and the input trajectories over a finite horizon. The control law is obtained by solving a multiparametric mixed-integer linear program, which avoids solving mixed-integer programs online. As the resulting control law is piecewise affine, online computation is drastically reduced to a simple linear function evaluation
Keywords :
continuous time systems; control system synthesis; discrete time systems; integer programming; linear programming; optimal control; predictive control; robust control; discrete-time systems; hybrid systems; integer programming; linear programming; minimization; model predictive control; piecewise linear optimal control; robust control; Automatic control; Constraint optimization; Control system synthesis; Control systems; Linear systems; Optimal control; Piecewise linear techniques; Predictive control; Predictive models; Trajectory;
Conference_Titel :
American Control Conference, 2000. Proceedings of the 2000
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-5519-9
DOI :
10.1109/ACC.2000.876688