Scheduling of discrete event systems using mixed integer linear programming

A. Kobetski, Martin Fabian
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引用次数: 17

Abstract

To remain competitive, the modern industry strive for flexibility. Recently, a method for automatic generation of control code from a 3D simulation model of a flexible manufacturing system was developed. Finite automata and supervisory control theory (SCT) were used to guarantee the required behaviour of the system. This paper moves one step further. A method for automatic conversion between deterministic finite automata and mixed integer linear programming (MILP) formulation is presented. This allows to efficiently combine SCT and MILP to automatically generate time-optimal, collision-free and non-blocking working schedules
离散事件系统的混合整数线性规划调度
为了保持竞争力,现代工业力求灵活性。本文提出了一种基于柔性制造系统三维仿真模型的控制代码自动生成方法。利用有限自动机和监督控制理论(SCT)来保证系统所要求的行为。本文更进一步。提出了一种确定有限自动机与混合整数线性规划(MILP)公式之间的自动转换方法。这可以有效地结合SCT和MILP,自动生成时间最优、无冲突和无阻塞的工作时间表
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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