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首页> 外文期刊>International Journal of Engineering Practical Research >Demand-side Management in the Smart Grid Based on Energy Consumption Scheduling by NSGA-II
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Demand-side Management in the Smart Grid Based on Energy Consumption Scheduling by NSGA-II

机译:基于NSGA-II能耗调度的智能电网需求侧管理

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The demand-side management in the smart grid can be considered as a multi objective optimization problem. An efficient energy consumption schedule should minimize the peak-to-average ratio of the total energy demand, the total energy costs, as well as each user’s individual daily electricity charges. In this paper, using the NSGA-II as a genetic based algorithm is proposed to solve this optimization problem to obtain an optimum user’s energy consumption schedule. The simulation results show that using the optimum consumption schedule not only the peak-to-average ratio of the total energy demand is reduced, but also the charge of each user can reduce effectively.
机译:智能电网中的需求侧管理可以被视为多目标优化问题。高效的能源消耗时间表应将总能源需求,总能源成本以及每个用户的每日电费的峰均比最小化。本文提出使用NSGA-II作为基于遗传的算法来解决此优化问题,以获得最佳的用户能源消耗计划。仿真结果表明,采用最优的能耗调度方案,不仅可以降低总能源需求的峰均比,而且可以有效降低每个用户的电量。

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