Joint optimization of preventive maintenance and inventory control in a production line using simulation

被引:74
作者
Rezg, N [1 ]
Xie, X
Mati, Y
机构
[1] Univ Metz, ENIM, LGIPM, F-57045 Metz, France
[2] Univ Metz, ENIM, MACSI TEAM, INRIA, F-57045 Metz, France
关键词
D O I
10.1080/00207540310001638235
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper proposes an integrated method for preventive maintenance and inventory control of a production line, composed of n machines (n greater than or equal to 1) without intermediate buffers. The machines are subject to failures and an age-dependent preventive maintenance policy is used. Approximate analytical results are proposed for the one machine case. Simulation software is used to model and simulate the behaviour of the production line of n machines under various maintenance and inventory control strategies. A methodology combining the simulation and genetic algorithms is proposed jointly to optimize maintenance and inventory control policies. Results are compared with the analytical solutions.
引用
收藏
页码:2029 / 2046
页数:18
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