Single Machine Control for Energy Consumption Analysis in Bernoulli Serial Lines

Xiuxuan Tian, Zhiyang Jia, Zunjun Wang, Yongsheng Qi
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Abstract

The green development of the manufacturing is supported by energy conservation and environmental protection policies. The implementation of strategies has gradually expanded from a single field to multiple fields. These changes improve quality of products, innovation ability and efficiency of resource allocation of manufacturing systems. In recent years, reducing energy consumption has become the focus of both industry and academics. In order to save energy, we consider switching on/off a machine in the production lines when certain thresholds of buffers are reached. In this paper, we investigate Bernoulli serial lines with buffers having limited capacity which run finite production. Mathematical model of the three-machine line which produce finite products is established and analytical methods of calculating production rate, consumption rate, blocking probability, starvation probability, completion time and energy consumption are proposed. Markovian approach is adopted in three-machine lines analysis. Meanwhile, simulation is used to analyse serial lines that have numerous machines.
伯努利串联生产线的单机控制能耗分析
制造业的绿色发展得到了节能环保政策的支持。战略的实施从单一领域逐渐扩展到多个领域。这些变化提高了制造系统的产品质量、创新能力和资源配置效率。近年来,降低能源消耗已成为工业界和学术界关注的焦点。为了节约能源,我们考虑在达到某些缓冲阈值时打开/关闭生产线中的机器。本文研究了具有有限产量的有限容量缓冲器的伯努利系列生产线。建立了有限产品三机生产线的数学模型,提出了计算生产率、消耗率、阻塞概率、饥饿概率、完成时间和能耗的分析方法。三机线分析采用马尔可夫方法。同时,对具有多台机器的串行生产线进行仿真分析。
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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