Title :
A multi-time scales model and control for hybrid stochastic production systems with quadratic cost
Author :
Chunyue, Song ; Jianping, Sun ; Ping, Li
Author_Institution :
Inst. of Ind. Process Control, Zhejiang Univ., Hangzhou, China
fDate :
June 30 2004-July 2 2004
Abstract :
A hybrid stochastic production system corresponding to a situation where a basically deterministic production system, the fast subsystem, is subject to infrequent model disruptions occurring randomly, the slow subsystem is formulated with multi-time scales. One time scale is 1, the processing time scale, which is frequently and represents fast model. Another time scale is /spl epsiv//sup -1/, system failure time scale, which is infrequently and stands for slow model of the system. On different time scales, the long-run average cost function is decomposed into two sub-objective functions. Based on the two sub-objective functions, the optimal control policy of the system is obtained by using approximation numerical technique. Numerical experiments show its merit.
Keywords :
approximation theory; optimal control; production control; random processes; stochastic processes; stochastic systems; approximation numerical technique; deterministic production system; hybrid stochastic production systems; long run average cost function; multitime scales model; optimal control policy; processing time scale; quadratic cost; system failure time scale;
Conference_Titel :
American Control Conference, 2004. Proceedings of the 2004
Conference_Location :
Boston, MA, USA
Print_ISBN :
0-7803-8335-4