| 装备集群预防性维修计划的粒子群仿真优化 |
| |
| 引用本文： | 尹晓虎,杨拥民,钱彦岭,温熙森.装备集群预防性维修计划的粒子群仿真优化[J].装甲兵工程学院学报,2008,22(2):50-54. |
| |
| 作者姓名： | 尹晓虎 杨拥民 钱彦岭 温熙森 |
| |
| 作者单位： | 国防科技大学,机电工程研究所,长沙,410073 |
| |
| 摘 要： | 针对同类装备构成的集群预防性维修计划问题,综合考虑了装备的使用和维修过程,分析了装备动用与维修计划之间的相互关系,刻画了装备使用和维修的触发机制,提出了一个包含离散事件仿真和粒子群优化算法的混合模型,并描述了模型的结构和数学表示。该模型基于离散事件仿真对给定的预防性维修计划进行评估,并以该评估值为基础利用粒子群演化进行优化,从而通过多次迭代进化可逐步逼近可能的全局优化结果。由于模型中考虑了装备使用过程中的不确定性,并且粒子群优化可从任意初始值开始,因而可用作维修系统效能评估以及维修方案优化的决策工具。
|
| 关 键 词： | 装备集群 预防性维修 粒子群 仿真 优化 |
| 文章编号： | 1672-1497(2008)02-0050-05 |
| 修稿时间： | 2007年12月25 |
Particle Swarm Simulation and Optimization of Preventive Maintenance Plan for a Fleet of Equipment |
| |
| YIN Xiao-hu,YANG Yong-min,QIAN Yan-ling,WEN Xi-sen.Particle Swarm Simulation and Optimization of Preventive Maintenance Plan for a Fleet of Equipment[J].Journal of Armored Force Engineering Institute,2008,22(2):50-54. |
| |
| Authors: | YIN Xiao-hu YANG Yong-min QIAN Yan-ling WEN Xi-sen |
| |
| Institution: | (Institute of Mechatronics Engineering; National University of Defense Technology; Changsha 410073; China); |
| |
| Abstract: | Aiming at planning preventive maintenance for a fleet of homogeneous equipment, their use and maintenance process are discussed comprehensively, and the interferences between them are also analyzed. Based on the trigger mechanism of use and maintenance, a mixed model, containing a discrete event simulation module and a particle swarm optimization algorithm is proposed, the structure and mathematical representation of which are also given. Based on the discrete event simulation module, a given preventive mai... |
| |
| Keywords: | fleet of equipment preventive maintenance particle swarm simulation optimization |
| 本文献已被 维普 万方数据 等数据库收录！ |
|
