• 论文 •    

基于遗传算法的e-制造调度系统研究

张映锋,江平宇,周光辉   

  1. 西安交通大学机械工程学院CAD/CAM研究所,陕西西安710049
  • 出版日期:2004-08-15 发布日期:2004-08-25

Genetic algorithm-based e-manufacturing scheduling system

ZHANG Ying-feng, JIANG Ping-yu, ZHOU Guang-hui   

  1. CAD/CAM Inst., Sch. of Mechanical Eng., Xi’an Jiaotong Univ., Xi’an710049, China
  • Online:2004-08-15 Published:2004-08-25

摘要: 为了实现e-制造系统中制造任务的调度,基于e-制造哲理,对基于产品BOM流的e-制造调度问题进行了研究,提出并设计了e-制造调度系统的求解机制与数学模型,针对所建立的数学模型,设计和开发了一个基于遗传算 法的物理e-制造单元调度系统,进而根据物理/逻辑e-制造单元、e-制造系统和e-制造任务之间的映射关系和动态关联,实现了e-制造系统调度的求解过程。最后,通过调度算例分析,表明该系统能有效完成e-制造系统中制 造任务的调度。

关键词: e-制造, 产品物料清单, 任务调度, 遗传算法

Abstract: To realize the manufacturing task scheduling in E-manufacturing systems, the scheduling problems based on Bill of Materiel(BOM) flows of products was discussed according to the philosophy of E-manufacturing. The resolving mechanisms and mathematical models of scheduling for E-manufacturing systems were presented. Referring to the mathematical model, a scheduling system for E-manufacturing cells based on Genetic Algorithm (GA) was designed and developed, and the scheduling procedure for an E-manufacturing system was realized based on the mapping relationship and dynamic association between the physical/logic E-manufacturing cells, E-manufacturing systems and E-manufacturing tasks. Finally, a scheduling case was put forward and analyzed, and the result demonstrated that this system can effectively implement the manufacturing task scheduling in E-manufacturing systems.

Key words: E-manufacturing, product-based BOM flow, task scheduling, genetic algorithm

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