| 单机系统的生产调度与预防性维护的集成优化 |
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| 引用本文： | 崔维伟,陆志强. 单机系统的生产调度与预防性维护的集成优化[J]. 上海交通大学学报, 2012, 46(12): 2009-2013 |
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| 作者姓名： | 崔维伟 陆志强 |
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| 作者单位： | （1.上海交通大学 工业工程与物流管理系， 上海 200240； 2.同济大学 机械学院， 上海 201804） |
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| 基金项目： | 国家自然科学基金资助项目(71171130);国家高技术研究发展计划(863)项目(2009AA043000-2009AA043001) |
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| 摘 要： | 针对单机系统，提出一种综合考虑生产调度和设备维护的联合决策模型.该模型利用目标规划的方法联合优化生产与维修部门各自的目标，决策工件的加工顺序和机器维护的方式.设计了遗传算法对模型进行优化求解，并与枚举算法相比较，证明其有效性.通过不同问题规模下联合决策与独立决策相比较的数据实验结果表明，所提出的决策模型表现优异，能有效解决生产调度与设备维护的集成优化问题.
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| 关 键 词： | 单机 调度 预防性维护 遗传算法 |
| 收稿时间： | 2012-04-20 |
Integrating Production Scheduling and Preventive Maintenance Planning for a Single Machine |
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| CUI Wei-wei,LU Zhi-qiang. Integrating Production Scheduling and Preventive Maintenance Planning for a Single Machine[J]. Journal of Shanghai Jiaotong University, 2012, 46(12): 2009-2013 |
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| Authors: | CUI Wei-wei LU Zhi-qiang |
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| Affiliation: | (1.Department of Industrial Engineering & Logistics Management, Shanghai Jiaotong University, Shanghai 200240, China; 2.School of Mechanical Engineering, Tongji University, Shanghai 201804, China) |
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| Abstract: | An integrated model that coordinates preventive maintenance planning and production scheduling decisions on a single machine was proposed to jointly optimize the goals of production and maintenance departments. Then a genetic algorithm was developed to solve this model and compared with the enumeration algorithm to show its effectiveness. The computational experiments under various problem scales show the satisfied performance of this integrated model, compared with conventional independent decision model. |
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| Keywords: | single machine scheduling preventive maintenance genetic algorithm |
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