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Bi-objective speed-scaling robotic cell scheduling with peak power consumption constraint

Ada Che, Sihan Zhang, Yipei Zhang, Jianguang Feng

发表年份
2023
引用次数
3
访问权限
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摘要

This article studies the speed-scaling robotic cell scheduling problem with constrained peak power consumption. The objective is to minimize cycle time and peak power consumption simultaneously. First, we formulate a bi-objective mixed integer programming model for the problem and propose a strategy to preprocess overlapping time windows. Then, we analyze the structural properties of the proposed model and develop an iterative $ \varepsilon $-constraint method to generate its complete Pareto front. Numerical experiments demonstrate that the proposed method effectively solves the robotic cell scheduling problem and that appropriate scheduling of speed-scaling machines can make a trade-off between productivity and power consumption.

关键词

Mathematical optimizationComputer scienceScheduling (production processes)ScalingPower consumptionInteger programmingConstraint (computer-aided design)Job shop schedulingPareto optimalBenchmark (surveying)

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