Optimal control of a class of hybrid systems

被引:209
作者
Cassandras, CG [1 ]
Pepyne, DL
Wardi, Y
机构
[1] Boston Univ, Dept Mfg Engn, Boston, MA 02215 USA
[2] Harvard Univ, Div Engn & Appl Sci, Cambridge, MA 02138 USA
[3] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
基金
美国国家科学基金会;
关键词
hybrid system; nonsmooth optimization; optimal control;
D O I
10.1109/9.911417
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We present a modeling framework for hybrid systems intended to capture the interaction of event-driven and time-driven dynamics, This is motivated by the structure of many manufacturing environments where discrete entities (termed jobs) are processed through a network of workcenters so as to change their physical characteristics. Associated with each job is a temporal state subject to event-driven dynamics and a physical state subject to time driven dynamics. Based on this framework, we formulate and analyze a class of optimal control problems for single-stage processes. First-order optimality conditions are derived and several properties of optimal state trajectories (sample paths) are identified which significantly simplify the task of obtaining explicit optimal control policies.
引用
收藏
页码:398 / 415
页数:18
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