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MODELING AND ROBUST DESIGN OF REMANUFACTURING LOGISTICS NETWORKS BASED ON DESIGN OF EXPERIMENT 被引量：1

MODELING AND ROBUST DESIGN OF REMANUFACTURING LOGISTICS NETWORKS BASED ON DESIGN OF EXPERIMENT
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摘要 The uncertainty of time, quantity and quality of recycling products leads tothe bad stability and flexibility of remanufacturing logistics networks, and general design onlycovered the minimizing logistics cost, thus, robust design is presented here to solve theuncertainty. The mathematical model of remanufacturing logistics networks is built based onstochastic distribution of uncontrollable factors, and robust objectives are presented. Theintegration of mathematical simulation and design of experiment method is performed to do sensitiveanalysis. The influence of each factor and level on the system is investigated, and the main factorsand optimum combination are studied. The numbers of factors, level of each factor and designprocess of experiment are investigated as well. Finally, the process of robust design based ondesign of experiment is demonstrated by a detailed example. The uncertainty of time, quantity and quality of recycling products leads tothe bad stability and flexibility of remanufacturing logistics networks, and general design onlycovered the minimizing logistics cost, thus, robust design is presented here to solve theuncertainty. The mathematical model of remanufacturing logistics networks is built based onstochastic distribution of uncontrollable factors, and robust objectives are presented. Theintegration of mathematical simulation and design of experiment method is performed to do sensitiveanalysis. The influence of each factor and level on the system is investigated, and the main factorsand optimum combination are studied. The numbers of factors, level of each factor and designprocess of experiment are investigated as well. Finally, the process of robust design based ondesign of experiment is demonstrated by a detailed example.
作者 XiaShouchang XiLifeng HuZongwu
机构地区 DepartmentofIndustrialEngineering
出处 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2004年第3期405-410,共6页 中国机械工程学报（英文版）
基金 This project is supported by Provincial Natural Science Foundation of Shanghai, China (No. 02ZH14060).
关键词 Remanufacturing logistics networks MODELING Robust design Design ofexperiment Remanufacturing logistics networks Modeling Robust design Design ofexperiment
分类号 X324 [环境科学与工程—环境工程] X196 [环境科学与工程—环境科学]
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参考文献6

  • 1[1]Shih L H.Reverse logistics system planning for recycling electrical appliances and computer in Taiwan.Resource,Conservation and Recycling,2001,32(1): 55～72
  • 2[2]Bernd E H,Thorsten K,Jens S.Logistics simulation of recycling networks.Computer in Industry,1998,36(1～2): 31～38
  • 3[3]Elif K,Surendra M G.A goal programming approach to the remanufacturing supply chain model.http://www.coe.neu.edu/～smgupta
  • 4[4]Moritz F.Reverse logistics network structures and design.Erim Report Series Research in Management,2001,9: 1～21
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  • 6[6]Ifeanyi E M,Christian N M.Design optimization using signal-to-noise ratio.Simulation Practice and Theory,1999,7: 349～372

同被引文献13

  • 1刘士新,宋健海,唐加福.基于关键链的资源受限项目调度新方法[J].自动化学报,2006,32(1):60-66. 被引量：63
  • 2GUIDE V D R. Production planning and control for remanufacturing, industry practice and research needs[J] Journal of Operations Management, 2000, 18(4): 467-483.
  • 3GUIDE V D R, SOUZA G C, LAAN E V D. Performance of static priority roles for shared facilities in a remanufacturing shop with disassembly and reassembly[J]. European Journal of Operational Research, 2005, 164(2): 341-353.
  • 4LI Jianzhi, MIGUEL G, ZHU Yun. Ahybrid simulation optimization method for production planning of dedicated remanufacturing[J]. International Journal of Production Economics, 2009, 117(2): 286-301.
  • 5DENIZEL M, FERGUSON M, SOUZA G. Multiperiod remanufaeturing planning with uncertain quality of inputs[J]. Engineering Management, 2010, 57(3):394-404.
  • 6AKSOY H K, GUPTA S M. Near optimal buffer allocation in remanufacturing systems with N-policy[J]. Computers & Industrial Engineering, 2010, 59(4): 496-508.
  • 7LUHPB, YUDANQING, SOORAPANTHS, etal. A lagrangian relaxation based approach to schedule asset overhaul and repair services[J]. IEEE Transaction on Automation Science and Engineering, 2005, 2(2): 145-156.
  • 8GOLDRATT E M. Critical chain[M]. MA: The North River Press, 1997.
  • 9RABBANI M, FATEMI G S M T, JOLAI F, et al. A new heuristic for project scheduling in stochastic networks using critical chain concept[J] European Journal of Operational Research, 2007, 176(2): 794-808.
  • 10BRUCKER P, KNUST G Complex scheduling[M]. New York: Springer, 2005,.

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二级引证文献11

Chinese Journal of Mechanical Engineering
2004年 第3期

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