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A NSGA-II Based Peak Load Shifting Optimization Method for Customers with Distributed Generators Considering Time-of-use Price

机译：一种基于NSGA-II的峰值负载转移优化方法，用于考虑使用时间价格的分布式发电机的客户

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摘要

With the extensive use of distributed generation, the traditional demand response analysis cannot meet the current requirements. This paper proposes a NSGA-II based peak load shifting optimization method for customers with distributed generators considering time-of-use price. Firstly, a fuzzy classification method divides the daily power into three time segments, peak hours, flat hours and valley hours. Secondly, on the basis of the time-of-use price, a peak load shifting optimization model is built with constraints and the objectives of minimizing the peak load, maximizing the valley load, and minimizing the peak-valley difference. Then, a NSGA-II based optimization method solves the optimal model and obtains the optimal electricity prices of different time segments to shift the peak load and the valley load. Finally, the simulation results shows the effectiveness of the proposed method.
机译：随着分布式发电的广泛使用，传统的需求响应分析不能满足当前要求。本文提出了一种基于NSGA-II的峰值负载转换优化方法，用于考虑使用时间价格的分布式发电机的客户。首先，模糊分类方法将每日电力分为三个时间段，高峰时段，平坦的小时和谷数。其次，在使用时间价格的基础上，峰值负荷转换优化模型采用约束和最小化峰值负荷，最大化谷载荷，最大限度地减少峰谷差异的目标。然后，基于NSGA-II的优化方法解决了最佳模型，并获得了不同时间段的最佳电价，以改变峰值负荷和谷负载。最后，仿真结果显示了该方法的有效性。

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