计算机集成制造环境中的起重机调度问题

A Crane Scheduling Problem in a Computer-Integrated Manufacturing Environment

Management Science · 1991
被引 46
人大 A+FT50UTD24ABS 4*

中文导读

研究计算机集成制造环境中单台起重机调度与机器布局问题,目标是在工件流时间限制下最大化产出率,通过分析证明循环调度优于调度规则,并提出了最小化循环时间的启发式算法。

Abstract

This paper addresses a crane scheduling and machine layout problem in a Computer Integrated Manufacturing (CIM) Environment. A single crame is used to move all the Work-in-Process (WIP) in the system. The overall system objective is to maximize the yield rate subject to the flow time limit of the WIP. We formalize the problem, and analytically and empirically show that cyclic scheduling provides a near optimal solution, which is superior to dispatching rules. First, we illustrate the optimality and benefits of cyclic scheduling in a simple environment. Then, for multiple-product problems, we show that for a given sequence, finding the minimum cycle time becomes the maximum cost circular network flow problem in a graph. Based on the insights developed, a heuristic for sequencing product types in a cycle is derived that approximately minimizes the cycle time over all sequences. Finally, computational experiments are reported and various assertions made in the paper are empirically verified.

起重机调度计算机集成制造循环调度周期时间