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Coordinated scheduling of intercell production and intercell transportation in the equipment manufacturing industry
Authors:Yunna Tian  Pengyu Zhou  Leheng Wang
Affiliation:1. Beijing Lab of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, PR China;2. College of Mathematics and Computer Science, Yan'an University, Yan'an, PR China
Abstract:Intercell moves are caused by exceptional parts which need to be processed in multiple cells. Intercell cooperation disrupts the cellular manufacturing philosophy of creating independent cells, but is essential to lower the costs for enterprises. This article addresses an intercell scheduling problem considering limited transportation capability. To solve this problem, a two-stage ant colony optimization approach is proposed, in which pre-scheduling and re-scheduling are performed sequentially. To evaluate and optimize the interaction of production and transportation, a transportation benefit function is presented, according to which the scheduling solutions are adjusted. The computational results show that the transportation benefit function is more effective than other strategies, and the proposed approach has significant advantages over CPLEX in both the production dimension and the transportation dimension.
Keywords:manufacturing  intercell  transportation  coordinated scheduling  ant colony optimization
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