Multi-objective optimal selection of equipment resources in cloud manufacturing

被引：0
|
作者：
Yi A. [1 ]
Yao X. [1 ]
Zhou H. [1 ]
Zhang C. [1 ]
机构：
[1] School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou
来源：
Yao, Xifan (mexfyao@scut.edu.cn) | 1600年 / CIMS卷 / 23期
关键词：
Analytic hierarchy process; Cloud manufacturing; Entropy value method; Equipment resource; Multi-objective optimization algorithm; Optimal selection;
D O I：
10.13196/j.cims.2017.06.004
中图分类号：
学科分类号：
摘要：
To achieve optimal selection of heterochthonous equipment resources in cloud manufacturing effectively, an optimal selection method for combination service chain of equipment resources was proposed. An equipment resource selection model based on shortest time, least cost and highest reliability was established. To solve the resource selection model, an improved fast elitist non-dominated sorting genetic algorithm was adopted, and an optimal decision strategy based on combination of analytic hierarchy process and entropy value method was used to evaluate each equipment resource portfolio of Pareto solution set obtained. An example was given to verify the feasibility and effectiveness of the proposed approach. © 2017, Editorial Department of CIMS. All right reserved.
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页码：1187 / 1195
页数：8
相关论文
共 37 条
  • [1] Li B., Zhang L., Wang S., Et al., Cloud manufacturing: a new service-oriented networked manufacturing model, Computer Integrated Manufacturing Systems, 16, 1, (2010)
  • [2] Li B., Zhang L., Chai X., Introduction to cloud manufacturing, ZTE Corporation, 16, 4, pp. 5-8, (2010)
  • [3] Li B., Zhang L., Ren L., Et al., Further discussion on cloud manufacturing, Computer Integrated Manufacturing Systems, 17, 3, pp. 449-457, (2011)
  • [4] Tao F., Zhang L., Liu Y., Et al., Manufacturing service management in cloud manufacturing: overview and future research directions, Journal of Manufacturing Science and Engineering, 137, 4, pp. 1-11, (2015)
  • [5] Ye Z., Research on some key technologies of manufacturing resource management based on manufacturing grid, (2006)
  • [6] Lin T., Research on key technologies of “virtualization” and “servitization” management of resources and capabilities for complex products in cloud manufacturing, (2013)
  • [7] Zhang L., Luo Y., Tao F., Et al., Key technologies for the construction of manufacturing cloud, Computer Integrated Manufacturing Systems, 16, 11, pp. 2510-2520, (2010)
  • [8] Ma X., Dai X., Sun S., Optimization deployment of networked manufacturing resources, Computer Integrated Manufacturing Systems, 10, 5, pp. 523-527, (2004)
  • [9] Yu J., Li Y., Yu H., Et al., Resources optimization deployment in collaborative manufacturing project based on adaptive ant colony algorithm, Computer Integrated Manufacturing Systems, 14, 3, pp. 576-580, (2008)
  • [10] Yin S., Yin C., Liu F., Et al., Optimal allocation model and its genetic algorithms of outsourcing production resources in multi-task, Journal of Chongqing University: Natural Science Edition, 33, 3, pp. 49-55, (2010)
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