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《Industrial Engineering Journal》 2014-01
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Worker Assignment in MOS in Considering Learning Effect

Yu Xiu-li;Zhang Bi-xi;Li Yi-fan;Li Hong;School of Management,Guangdong University of Technology;Psychological Education and Research Department,Guangdong University of Technology;School of Applied Mathematics,Guangdong University of Technology;  
Manual operation system(MOS) is the general production system mode in the small and medium-size manufacturing enterprises.In MOS,workers are the key factors that determine the production effectiveness.Worker assignment problem is studied to reduce the influence of skills difference and change on production schedule.Assignment optimization models are proposed in considering workers' learning effect with completion time as the objective function.The proposed model is verified by a numerical example.The influence of learning effect and workers' heterogeneity on completion date and assignment strategy is compared.The results show that the workers' learning effect has a significant impact on the completion date and assignment strategy.The attention to workers' heterogeneity helps to narrow the gap between the theory and production practice.Two practical assignment models-assignment based on initial skills and assignment based on learning effect-are compared.Results show that the established optimization model helps to shorten the completion date and optimize worker's assignment.The influence of production batch on different assignment strategy is analyzed.The results show that there is a turning point of assignment strategy x *,when production batch x x',assignment strategy based on initial skills is optimal;while production batch x x*,assignment strategy based on learning effect is optimal.
【Fund】: 国家自然科学基金资助项目(71271060);; 广东省自然科学基金资助项目(S2012010009278);; 广东省普通高校人文社会科学研究基地重大项目(105PXM63005)
【CateGory Index】: F273
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 ZHANG Bi-xi,GUAN Ying-ying,SONG Jing (School of Management,Guangdong University of Technology,Guangzhou 510520,China);Optimization of batches processing modes for manual operating system considering learning rate[J];Systems Engineering-Theory & Practice;2010-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HU Sheng-qiang,ZHANG Bi-xi,ZHANG Xiang-wei,LAI Yu-xia(School of Management,Guangdong University of Technology,Guangzhou 510520,China);Optimization of Input Quantities about MTO Multi-stage Production System Based on Qualified Rate[J];Industrial Engineering and Management;2012-04
2 Jia Guo-zhu,Kong Ji-li(School of Economics and Management,Beihang University,Beijing 100191,China);System Design of Batch Processing Modes in Processing-Assembly Enterprise with Transit Time Considered[J];Industrial Engineering Journal;2013-02
3 ZHANG Xiao-dong1,GUO Shuan-yin2,3,Chen Jin2,ZHAO Dong-fang2,YU Tian2(1.Dongling School of Economics and Management,University of Science and Technology Beijing,Beijing 100083,China; 2.College of Mechanical Engineering,Chongqing University,Chongqing 400030,China;3.Suzhou Institute of Biomedical Engineering and Technology Chinese Academy of Science,Suzhou 215163,China);Simulation on Human Cooperation in Production Systems Based on Organization Learning[J];Journal of Industrial Engineering and Engineering Management;2013-03
4 LIU Rong1,HU Sheng-qiang2,ZHANG Bi-xi2(1.Guangzhou Maritime Institute,Guangzhou 51000,China;2.Guangdong University of Technology,Guangzhou 51000,China);The Analysis on the Production Efficiency and Cost of the Operation Mode of Manual Operating System[J];Systems Engineering;2013-07
5 WANG Ji-bo;LIU Lu;School of Economics and Management,Shenyang Aerospace University;State Key Laboratory for Manufacturing Systems Engineering,Xi′an Jiaotong University;;Single-machine learning effect scheduling jobs with release time[J];Journal of Dalian University of Technology;2013-06
6 Xu Haiyan;Li Xiaoping;School of Computer Science and Engineering,Southeast University;Department of Public Basic Course,Jinling Institute of Technology;;Single-machine scheduling based on both learning and deterioration effects[J];Journal of Southeast University(Natural Science Edition);2013-06
7 LI Xian-hao;JIA Xiao-liang;LIU Ji-shuang;Northwestern Polytechnical University;;Worker Assignment of Multi-product Assembly Line Based on Multi-objective Optimization Job Fitiness[J];Aviation Precision Manufacturing Technology;2013-06
8 XU Hai-yan;Department of Public Basic Courses,Jinling Institute of Technology;;Solutions to a Class of Time-Deterioration and Position-Based Learning Effects on Some Single-Machine Scheduling Problems[J];Journal of Natural Science of Hunan Normal University;2013-06
9 WANG Lei;ZHANG Yuzhong;WANG Chengfei;Department of Business Administration,Qufu Normal University;;SUPPLY CHAIN SCHEDULING WITH LEARNING EFFECTS[J];Journal of Systems Science and Mathematical Sciences;2013-07
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Chinese Journal Full-text Database 2 Hits
1 TIAN Yun-gang (Department of Social Sciences , Shanxi Agricultural University, TaiguShanxi 030801, China);On The Use Of Learning Curve In Enterprise Management[J];Journal of Shanxi Agricultural University(Society Science Edition);2003-02
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