单机、单产品型制造系统的综合优化生产与能源控制

Wei Wei, Zheng Wang
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引用次数: 0

摘要

在可持续制造领域,降低能耗已成为研究者和实践者关注的焦点。然而,可持续制造系统的综合最优生产和能源控制问题尚未得到充分的研究。本文以生产成本与能耗成本之和最小为目标,研究了单机、单产品型制造系统的这类问题。为了解决这一问题,建立了马尔可夫决策过程模型,在此基础上,通过策略迭代法得到了综合最优的生产和能源控制策略。在此基础上,通过实例比较,揭示了最优控制策略的结构特征,并分析了系统参数对最优控制策略的影响。
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Integrated optimal production and energy control of a single machine and single product-type manufacturing system
Reduction of energy consumption has attracted much attention of the researchers and practitioners in the field of sustainable manufacturing. However, the issue of integrated optimal production and energy control for sustainable manufacturing systems has not yet been investigated sufficiently. In this paper, we study such a problem for a single machine and single product-type manufacturing system, with the objective of minimizing the sum of production cost and energy consumption cost. To solve this problem, a Markov decision process model is developed, based on which, we obtain the integrated optimal production and energy control policy by the policy iteration method. Furthermore, we reveal the structural characteristics of optimal control policy and analyze the influence of system parameters on it by comparing different cases.
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