JAYA optimization based energy management controller for smart grid: JAYA optimization based energy management controller

Samuel Omaji, N. Javaid, Sheeraz Aslam, M. H. Rahim
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引用次数: 13

Abstract

In this paper, we presented JAYA algorithm which is a recently developed scheme that do not need any specific parameter to be adjusted except the known control parameters. To achieve the set of objectives like: electricity bill minimization, peak to average ratio (PAR) reduction, minimum user dissatisfaction, a proposed JAYA energy management controller (JAYA-EMC) for optimization is implemented. In increasing sustainability of smart grid, the simulation results of our proposed scheme is proven to be cost effective solution. In addition, the feasible region (FR) of appliances are calculated which show relationship between energy load, cost and delay.
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基于JAYA优化的智能电网能源管理控制器:基于JAYA优化的能源管理控制器
本文提出了JAYA算法,这是一种新发展的算法,除了已知的控制参数外,不需要调整任何特定的参数。为了实现电费最小化、峰值平均比(PAR)降低、用户不满最小化等目标,提出了一种JAYA能源管理控制器(JAYA- emc)进行优化。在提高智能电网的可持续性方面,仿真结果证明了该方案是一种经济有效的解决方案。此外,还计算了设备的可行区域,反映了电力负荷、成本和延迟之间的关系。
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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