基于Multi-Agent的生产过程建模与仿真技术研究

某些流程行业由于采用按配方进行分组加工的模式组织生产,在排产时存在多条路径调度优化的问题,应用一般的优化算法对于现场在线调度难以给出满意结果,而基于Agent的过程仿真在解决离散、非线性系统模拟方面有显著的优势,本文采用Agent的方法对生产过程建模,然后对方案组内的备选方案进行仿真,通过对比各方案的仿真结果找到最优的方案作为执行方案,为现场的优化排产提供决策支持。

In some of process industry as the group-based production formula is adapted the problem of multiple-paths scheduling optimizatioin exists in the scheduling the general algorithms are very difficult to give the satisfying results for online scheduling Agent-based simulation system in the process of settlement of discrete non-linear simulation system has significant advantages this article use Agent-based method to modeling the production process and to simulate the execute process of each schedule solution ...

国家863项目(资助号:2007AA04Z1A4); 国家自然科学基金项目(资助号:60674114)