可重构制造系统的线平衡与任务调度以最小化功率峰值

Line balancing and task scheduling to minimise power peak of reconfigurable manufacturing systems

International Journal of Production Research · 2023
被引 15
ABS 3

中文导读

研究了并行-串行带交叉制造线的平衡问题,通过整合调度决策最小化电力消耗峰值,提出整数线性规划和启发式算法,平均降低功率峰值33%。

Abstract

Energy efficiency has become a major concern for manufacturing systems, due to industry being the largest user of scarce, finite energy sources, and also to recent events which have pushed energy prices to alarming levels. In the present Industry 4.0 context, Reconfigurable Manufacturing Systems (RMS) are therefore one of the most promising manufacturing paradigm. In this paper, we investigate the suitability of one of the most common types of RMS, the Parallel-Serial manufacturing line with Crossover, to help minimise the peak of the electric power consumption. More specifically, the balancing of such a production line is studied, so as to integrate power peak minimisation from the design stage. Thus, we define the Parallel-Serial-with-Crossover Assembly Line Balancing Problem with Power Peak Minimization, a new combinatorial NP-hard problem. We also propose a suitable time-indexed Integer Linear Program that integrates balancing and scheduling decisions and a matheuristic algorithm designed to tackle large-size instances. Both approaches are tested on a wide set of instances. The computational results show that relevant power peak reductions can be achieved (33% on average), opening up promising perspectives from both algorithmic and managerial viewpoints.

可重构制造系统线平衡任务调度能源效率整数线性规划