| 模型预测控制在供应链库存管理中的应用 |
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| 引用本文： | 董海,马鸿峰,赵莹,王吉勇,单麟亭.模型预测控制在供应链库存管理中的应用[J].沈阳大学学报,2007,19(2):5-9. |
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| 作者姓名： | 董海 马鸿峰 赵莹 王吉勇 单麟亭 |
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| 作者单位： | 1. 沈阳大学,机械工程学院,辽宁,沈阳,110044
2. 酒钢集团公同,甘肃,嘉峪关,735100 |
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| 基金项目： | 高等学校博士学科点专项科研项目 |
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| 摘 要： | 针对供应链网络需求不确定的特点,采用模型预测控制技术解决供应链管理中库存的动态优化问题.首先,阐述了模型预测控制的机理及其在供应链动态控制方面的适应性;其次,建立了成本目标优化模型,提出控制法则并给出控制算法;最后,仿真结果表明,模型预测控制技术在预测合理库存水平以及控制动态、不确定的供应链系统是可行的.
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| 关 键 词： | 供应链管理 模型预测控制 阶跃响应 滚动时域控制 |
| 文章编号： | 24211406 |
| 修稿时间： | 01 18 2007 12:00AM |
Applications of Model Predictive Control in Supply Chain Inventory Management |
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| DONG Hai,MA Hongfeng,ZHAO Ying,WANG Jiyong,SHAN Linting.Applications of Model Predictive Control in Supply Chain Inventory Management[J].Journal of Shenyang University,2007,19(2):5-9. |
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| Authors: | DONG Hai MA Hongfeng ZHAO Ying WANG Jiyong SHAN Linting |
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| Abstract: | Model predictive control is applied to solve dynamic optimization of the inventory in supply chain management according to the demand uncertainty.First,the mechanism of model predictive control and the adaptability of dynamic control in supply chain are presented.Second,The model of the cost objective optimization is established,a general optimal control law and control algorithm are proposed.Finally,the feasibility of model predictive control can forecast reasonable inventory level and control dynamic and uncertainty supply chain system are shown by the simulation results. |
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| Keywords: | supply chain management model predictive control step response receding horizon control |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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