| 随机生产环境下的模具制造单元资源配置 |
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| 引用本文： | 黎文瑞,陈庆新,毛宁,俞爱林.随机生产环境下的模具制造单元资源配置[J].计算机集成制造系统,2007,13(11):2189-2194. |
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| 作者姓名： | 黎文瑞 陈庆新 毛宁 俞爱林 |
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| 作者单位： | 广东工业大学,机电工程学院,广东,广州,510090 |
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| 基金项目： | 国家自然科学基金
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广东省自然科学基金
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粤港基金
,
广东省科技攻关计划
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广东省广州市科技攻关项目 |
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| 摘 要： | 通过分析模具的生产需求情况,提出了一种模具聚类指标,应用聚类算法构造了几类典型的模具范例.通过资源静态与动态配置手段,提出了一种制造单元资源配置优化策略.针对模具生产的特点,以最小化期望工期费用为优化目标,提出了一种基于资源选择决策模型的改进型蚁群能力平衡算法,并通过生产实例,说明了该方法的可靠性和有效性.
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| 关 键 词： | 领域重点突破资助项目 随机 生产环境 模具生产 制造单元 资源配置 production stochastic environment cell manufacturing mould allocation 有效性 方法 生产实例 平衡算法 能力 蚁群 改进 决策模型 |
| 文章编号： | 1006-5911（2007）11-2189-06 |
| 收稿时间： | 2007-01-05 |
| 修稿时间： | 2007-05-15 |
Resource allocation of mould manufacturing cell in environment of stochastic production |
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| LI Wen-rui,CHEN Qing-xin,MAO Ning,YU Ai-lin.Resource allocation of mould manufacturing cell in environment of stochastic production[J].Computer Integrated Manufacturing Systems,2007,13(11):2189-2194. |
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| Authors: | LI Wen-rui CHEN Qing-xin MAO Ning YU Ai-lin |
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| Abstract: | Based on analyzing mould production requirements,a performance index to cluster the moulds was proposed,and several typical mould paradigms by clustering algorithm were constructed.Then an optimization strategy for resource allocation of manufacturing cells was presented through static and dynamic resource allocation means.In view of the characteristics of the mould production,a modified ant colony algorithm for the balancing of the cell capacity,which was based upon the decision model of resource selection,was put forward to minimize the expectant total costs in the production durations.An application example demonstrated the reliability and effectiveness of the algorithm. |
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| Keywords: | capacity balancing stochastic resource allocation ant colony algorithm |
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