基于机器加工能力的半导体生产线多智能体建模

为解决半导体生产线上的负载均衡问题,本文在参考MIVS调度算法的基础上提出了一种根据加工中心剩余加工能力进行工件调度的算法,并将该算法与多智能体建模的方法相结合,利用加工中心剩余加工能力完成智能体之间的通信协作,在满足负载均衡的条件下也解决了半导体生产线上的工件可重入、产品多样化、高度不确定等特点。

MAS Model of Semiconductor Manufacturing Line Based on Machine Processing Ability

In order to achieve the loading balance of semiconductor line, Shu Li, Tom Tang and D .W .Collins proposed Minimum Inventory Variability Scheduling Policies (MIVSP).This paper addresses one alternative to scheduling the work using the surplus processing ability. Then Multi-agent model is built on that algorithm, which achieves the line balance with adapting to the re-entrant, varied and high uncertain characteristic.