Integrated Optimization of Flexible Job Shop Scheduling Problem and Equipment Maintenance Plan

被引：0
|
作者：
Zha Jing [1 ]
Jin Hua [1 ]
Pan Zhicheng [1 ]
Yuan Qingsong [1 ]
机构：
[1] Three Gorges Univ, Coll Mech & Power Engn China, Yichang 443002, Hubei, Peoples R China
来源：
PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING 2015 (ICMMCCE 2015) | 2015年 / 39卷
关键词：
Flexible job shop; Shop Scheduling; Equipment Maintenance; BI-OBJECTIVE OPTIMIZATION; PREVENTIVE MAINTENANCE;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper researches the integrated optimization of flexible job shop scheduling problem (FJSP) and equipment maintenance plan. The object of the integrated optimization model is to pursue the minimum of makespan. The paper proposed a two-stage algorithm based on the genetic algorithm to solve the problem. Firstly generated basic FJSP schedules. Secondly when the reliability of the equipment is below the threshold value probabilistically arranged the unequal periodic equipment maintenance at the equipment's free time. Then obtained an integrated plan. The optimization result of a practical example showed that the makespan of the integrated optimization was less than the makespan of equipment maintenance at regular intervals.
引用
收藏
页码：1207 / 1212
页数：6
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