2000 · 204 citations · 9 references
EngineeringSystems EngineeringOptimizationProcess ControlSystem DynamicsControl SystemsControl TheoryController DesignHybrid SystemsModel Predictive ControlOptimal ControlControl Law DesignControl SynthesisHybrid Dynamical SystemsHybrid System ControlHybrid Systems ControlMixed-integer Linear ProgrammingMixed-integer ProgrammingPiecewise Affine Systems
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 l/sub 1///spl infin/-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.
9
The explicit linear quadratic regulator for constrained systems
Alberto Bemporad, Manfred Morari, Vivek Dua et al. · Automatica · 2002 · 3.2K citations
Robust Model Predictive Control
Campo, Morari · American Control Conference · 1987 · 415 citations