刘颖

个人信息Personal Information

副教授

硕士生导师

性别:女

毕业院校:大连理工大学

学位:博士

所在单位:控制科学与工程学院

电子邮箱:liu_ying@dlut.edu.cn

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An order batch scheduling method based on fuzzy model for cold rolling plant

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论文类型:会议论文

发表时间:2011-08-28

收录刊物:EI、Scopus

卷号:18

期号:PART 1

页面范围:10541-10546

摘要:This paper proposes an orders batch scheduling method for cold rolling plant, which firstly groups the available orders into the batches, and predicts their production time by means of fuzzy mode. To enhance the order delivery satisfaction, a fuzzy job shop scheduling model, in which each order batch is viewed as a fundamental scheduled job, is established to represent the production logistics of a cold rolling plant in Shanghai Baosteel. Considering the existent inventory in front of each machine, the calculation rules for the manufacturing time on each machine are defined based on the various production scenarios. For solving the proposed model, a partheno-genetic algorithm is employed. And, the application results of the proposed model and algorithm show that the order delivery satisfaction is greatly improved, and the scheduling working time is reduced. © 2011 IFAC.