关键词: 粒子群优化, 制造单元, 自组织, 资源聚类, 敏捷制造

Abstract: The main-harmony control structure of self-organization of resource clustering under agile manufacturing system was proposed in order to optimize resources and reduce production complexity and increase economic benefits. A self-organization model of manufacturing cell was proposed, and the corresponding mathematic reconfiguration model of manufacturing cell aiming to minimize overall cost was constructed under the condition of constraints satisfaction. The particle swarm algorithm which was characterized by its simple calculation, good robustness, and parallel calculation was adopted to conduct research on manufacturing cells clustering. Finally, an example was used to validate the model. The research result provided a new prospective method to solve the reconfigurable problems in manufacturing systems.

Key words: particle swarm optimization, manufacturing cell, self-organization, resource clustering, agile manufacturing