基于马尔科夫链的随机机器空闲状态控制节能运行

Junfeng Wang, Yi Feng, Z. Fei, Shiqi Li, Q. Chang
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引用次数: 7

摘要

在制造系统中,机器的闲置状态消耗了大量的能量,但却没有任何增值活动。在高效节能的制造环境下,降低闲置能耗的实时控制策略已成为具有挑战性的目标。针对串并生产线中的瓶颈设备,提出了设备空闲状态节能窗口的概念,并对其本质进行了探讨。构造了一个基于马尔可夫链的随机系统模型来估计机器阻塞或饥饿时的节能窗口。通过离散事件仿真得到数值结果,并制定控制规则,在系统运行过程中选择合适的节能机。比较了不同节能策略下系统的吞吐量和能耗,验证了该方法的有效性。
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Markov chain based idle status control of stochastic machines for energy saving operation
The idle statuses of machines in a manufacturing system consume large quantity energy but with non-value added activities. The real time control strategy that reduces the idle period energy is becoming challenging goal under the energy efficient manufacturing environment. Considering the bottleneck machine in a serial tandem line, the concept of energy saving window of machine idle status is proposed and its essence is discussed. A stochastic system model based on Markov chain is constructed to estimate the energy saving window when a machine is blocked or starved. The numerical results are given by discrete event simulation, where the control rule is formulated to select the suitable energy saving machine during system running process. The throughput and energy consumption of the system is compared for different energy saving strategy and the efficiency of the method is validated.
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