A Fuzzy-Based Dynamic Dispatching Strategy for a Flexible Manufacturing System

摘要：

In this research, a fuzzy-based dynamic dispatching strategy for a flexible manufacturing system is proposed. First, the variables affecting the system performance are identified and the fuzzy membership functions for the variables and objectives are established. Then, the fuzzy rule database for each dispatching rule is constructed from the simulation data. Based on the fuzzy rule database, the degree of influence on the objective for each dispatching rule under different statues of variables is inferred and the priority of dispatching rules is determined. The highest priority of dispatching rules is selected to improve system performance. The simulation results indicate that the performance of the proposed fuzzybased dynamic dispatching rules is better than fixed dispatching rules.

关键词： Flexible Manufacturing Systems Dispatching Rule Fuzzy Theory Multi-Objective

作者: Ming-Shan Lu Ying-Jie Liu

作者单位: Institute of Industrial Engineering and Management, National Yunlin University of Science & Technology Taiwn, R.O.C.

会议类型: 国际会议

会议名称: The Third International Conference on Modelling and Simulation(第三届国际建模、计算、仿真、优化及其应用学术会议 ICMS 2010)

会议地点: 无锡

会议语种:英文

页码: 7-12

在线出版日期: 2010-06-04（万方平台首次上网日期，不代表论文的发表时间）