首页 | 本学科首页   官方微博 | 高级检索  
     


Piecewise deterministic Markov process model for flexible manufacturing systems with preventive maintenance
Authors:E. K. Boukas  Q. Zhu  Q. Zhang
Affiliation:(1) Mechanical Engineering Department, École Polytechnique de Montréal and GERAD, Montréal, Québec, Canada;(2) Department of Mathematics, University of Kentucky, Lexington, Kentucky
Abstract:In this paper, we consider a maintenance and production model of a flexible manufacturing system. The maintenance activity involves lubrication, routine adjustments, etc., which reduce the machine failure rates and therefore reduce the aging of the machines. The objective of the problem is to choose the rate of maintenance and the rate of production that minimize the overall costs of inventory/shortage, production, and maintenance. It is shown that the value function is locally Lipschitz. Then, the existence of the optimal control policy is shown, and necessary and sufficient conditions for optimality are obtained.This research has been supported by NSERC-Canada, Grant OGP-003644 and FCAR-NC0271F.
Keywords:Flexible manufacturing systems  controlled piecewise deterministic Markov process  maintenance and production planning
本文献已被 SpringerLink 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号