| 冷轧薄板生产线组批调度模型与算法 |
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| 引用本文： | 赵珺,王伟,刘全利.冷轧薄板生产线组批调度模型与算法[J].计算机集成制造系统,2008,14(10). |
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| 作者姓名： | 赵珺 王伟 刘全利 |
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| 作者单位： | 大连理工大学,信息与控制研究中心,辽宁,大连,116024 |
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| 基金项目： | 国家高技术研究发展计划(863计划)，国家自然科学基金 |
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| 摘 要： | 针对冷轧薄板生产线流程长,产品种类多的特点,为提高合同的交货准确度,将一段时期内的生产合同进行组批处理,并对合同各批量的机组作业时间进行模糊预测,建立了具有模糊处理时间的冷轧生产线合同组批调度模型.模型将批量合同作为基本调度单元,将其归结为一类模糊Job Shop问题,并采用改进的单亲遗传算法与特殊的邻域搜索策略相结合的方法进行求解.通过上海宝钢冷轧薄板厂大量的生产数据进行仿真实验,批量平均交货期满意度达到90%以上,表明该调度模型与算法能够达到较好的应用效果.
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| 关 键 词： | 冷轧 生产线 组批计划 JobShop调度 模糊作业时间 |
Model and algorithm of grouping batch scheduling for cold rolling sheet production line |
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| ZHAO Jun,WANG Wei,LIU Quan-li.Model and algorithm of grouping batch scheduling for cold rolling sheet production line[J].Computer Integrated Manufacturing Systems,2008,14(10). |
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| Authors: | ZHAO Jun WANG Wei LIU Quan-li |
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| Affiliation: | ZHAO Jun,WANG Wei,LIU Quan-li(Research Center of Information & Control,Dalian University of Technology,Dalian 116024,China) |
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| Abstract: | Aiming at the characteristics of long process and lots of product types in cold rolling sheet production line and in order to increase the delivery on-time ratio of production order,the orders within a certain period were processed in groups and the batches' processing time on each machine was predicted by a fuzzy method.A fuzzy batch production scheduling model based on cold rolling line was established,in which each batch was regarded as the basic scheduling unit.This model was summarized as a kind of fuz... |
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| Keywords: | cold rolling production line grouping batch planning Job Shop scheduling fuzzy processing time |
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