中国机械工程 ›› 2015, Vol. 26 ›› Issue (11): 1471-1477.

• 智能制造 • 上一篇    下一篇

基于内分泌调节原理的制造任务与资源动态协调机制研究

顾文斌1,2;唐敦兵1;郑堃1   

  1. 1.南京航空航天大学,南京,210016
    2.河海大学,常州,213022
  • 出版日期:2015-06-10 发布日期:2015-06-05
  • 基金资助:
    国家自然科学基金资助项目(51175262);江苏省杰出青年基金资助项目(BK2012010111);江苏省产学研基金资助项目(BY201220116);南京航空航天大学博士学位论文创新与创优基金资助项目(BCXJ10-09)

Dynamic Coordination among Manufacturing Resources and Tasks Based on Endocrine Regulation Principle

Gu Wenbin1,2;Tang Dunbing1;Zheng Kun1   

  1. 1.Nanjing University of Aeronautics and Astronautics, Nanjing, 210016
    2.Hohai University, Changzhou,Jiangsu,213022
  • Online:2015-06-10 Published:2015-06-05
  • Supported by:
    National Natural Science Foundation of China(No. 51175262);Jiangsu Provincial Funds for Distinguished Young Scholars( No. BK2012010111)

摘要:

针对制造系统在动态环境下的任务与资源协调优化问题,在保证按时完工的前提下,分析了制造任务与资源协调优化过程,建立了数学模型。受人体内分泌调节机制的启发,设计了两种可以相互影响的激素(任务相关激素和资源相关激素),同时,考虑到突发事件对制造系统工作性能的影响,提出了基于激素的资源与任务的动态协调算法。实例验证表明,该算法切实可行,具有任务分配质量高、动态协调性能好、协调过程通信量小、控制系统鲁棒性较好等优点。

关键词: 制造系统, 任务与资源, 内分泌调节机制, 动态协调

Abstract:

For solving the coordination problems of tasks and resources in dynamic manufacturing environments, the optimization process of the coordination problems among tasks and resources was analyzed, and a mathematical model was established. Inspired by the endocrine regulation principle, two kinds of hormone(task hormone and resource hormone)were designed. Considering the influences of the emergency in manufacturing system, a novel dynamic coordination approach was proposed based on the hormone regulation principle. This proposed approach was characterized by higher efficiency, lower communication, and better robustness. A prototype system was developed, and experimental results confirm that the approach has excellent stability and optimization ability for task allocation problems in a static environment, and it also has excellent control performance and adaptability to disturbances in shop floor.

Key words: manufacturing system, task and resource, endocrine regular mechanism, dynamic coordination

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