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Integrated optimal production and energy control of a single machine and single product-type manufacturing system

机译:单一机器和单一产品类型制造系统的集成式最佳生产和能源控制

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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.
机译:能源消耗的减少已经引起了可持续制造领域研究人员和从业人员的广泛关注。但是,尚未对可持续生产系统的综合最优生产和能源控制问题进行充分研究。在本文中,我们针对单机和单产品类型的制造系统研究这种问题,目的是使生产成本和能耗成本之和最小。为了解决这个问题,建立了马尔可夫决策过程模型,在此模型的基础上,通过策略迭代的方法获得了最优的生产和能量控制集成策略。此外,我们揭示了最优控制策略的结构特征,并通过比较不同情况来分析系统参数对其的影响。

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