• 论文 •    

基于实验设计的再制造物流网络的健壮性设计

夏守长,奚立峰,胡宗武   

  1. 上海交通大学 机械工程学院,上海  200030
  • 出版日期:2005-12-15 发布日期:2005-12-25

Robust design of remanufacturing logistics networks based on design of experiment

XIA Shou-chang, XI Li-feng, HU Zong-wu   

  1. Sch. of Mechanical Eng., Shanghai Jiaotong Univ., Shanghai  200030, China
  • Online:2005-12-15 Published:2005-12-25

摘要: 回收产品到达时间、数量和质量的不确定性,可降低再制造物流网络的稳定性和柔性。对此提出了健壮性设计,以提高系统的稳定性;建立了再制造物流网络数学健壮性模型,该模型通过分布函数反映不确定性因素;采用实验设计与数学仿真相结合的方法对系统进行了敏感性分析;研究每个因素和水平对系统的影响,并找出了主因素和最优的组合,同时也探讨了因素个数、各因素的水平数及实验的设计过程;最后,通过实例说明了健壮性设计过程。

关键词: 再制造, 物流网络, 健壮性设计

Abstract: To deal with uncertainty problems such as time, quantity and quality of recycling products which leading to low stability and flexibility of remanufacturing logistics networks, robust design was put forward to improve system stability. The mathematical model of remanufacturing logistics networks was set up based on stochastic distribution of uncontrollable factors, and robust objectives were presented. Sensitivity analysis was conducted through the integrated use of mathematical simulation and experimental design. Each influencing factor and level was studied and the main factors and optimal combination were provided. Meanwhile the numbers of factors, level of each factor and design process of experiment were also discussed. Finally, the process of robust design based on design of experiment was demonstrated by an application example.

Key words: remanufacturing, logistics networks, robust design, design of experiment

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