摘要
设备管理是MES系统的重要组成部分,贯穿于整个生产流程,为了有效地实现设备的共享和优化配置,研究了设备管理复杂性的描述和测度方法。根据设备资源的特点,将蚂蚁算法引入设备调度模型。在该模型中,运用模糊聚类的方法解决了替代与基准设备特征参数和加工能力相似设备的问题,为MES环境下设备调度提供依据。仿真结果表明,该模型可以有效地解决铜产品生产中制造设备调度问题,具有较好的实用性。
Equipment management is an important component of MES systems throughout the production process,For the equipment replacement problems in traditional Scheduling model,The complexity of the device management method of the description and measurement,Ant algorithm is introduced in the scheduling model equipment,In this model,Fuzzy clustering methods to solve the alternative with the baseline parameters and the processing capacity of equipment similar to equipment problems,Provide the basis for equipment scheduling in MES environment,Improve the computational efficiency of ant algorithms,The results of simulation show that this algorithm can solve scheduling problem of Copper production effectively and have better practicality.
出处
《软件导刊》
2011年第5期20-21,共2页
Software Guide
基金
国家自然科学基金资助项目(No.60475021)
河南省教育厅自然科学计划资助项目(200510464021)
关键词
模型
模糊聚合
蚂蚁算法
Method
Fuzzy Aggregation
Ant Algorithm
