Phase sequence optimization of a distribution network based on improved NSGA-3 and unbalanced power flow

被引：0
|
作者：
Ding S. [1 ]
Cui K. [1 ]
Hang J. [1 ]
Wang Z. [2 ]
Bao H. [3 ]
机构：
[1] School of Electrical Engineering and Automation, Anhui University, Hefei
[2] State Grid Anhui Electric Power Co., Ltd., Dispatching Center, Hefei
[3] Nanning Power Supply Bureau, Guangxi Power Grid Co., Ltd., Nanning
来源：
Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control | 2023年 / 51卷 / 03期
基金：
中国国家自然科学基金;
关键词：
NSGA-3; phase sequence optimization; three phase unbalance in the substation distribution network; unbalanced power flow calculation;
D O I：
10.19783/j.cnki.pspc.220582
中图分类号：
学科分类号：
摘要：
There are many single-phase loads in the low-voltage distribution network, such that an unbalanced three-phase load will increase the line loss in the substation distribution network and endanger the safety of power grid operation. In this paper, a method of user phase sequence optimization based on historical data is proposed. The historical voltage and current data of users in the distribution network are used to construct the unbalanced power flow model of the distribution network. The objective function of the minimum average voltage imbalance degree of the user node, the minimum line loss and the minimum commutation times in the station area are established according to the operating conditions of the station area within one day. An improved non-dominated sorting genetic algorithm-3(NSGA-3) with a normal distribution crossover (NDX) operator is proposed, and the phase sequence of the user nodes is optimized to obtain a better population distribution and reduce the optimization time. Then the most suitable set of solutions is selected from the solution set as the phase sequence adjustment strategy. Finally, the results validate that the proposed method can effectively reduce the degree of three-phase voltage imbalance and reduce line loss by taking the actual load data of a distribution station area in Anhui Province as an example. © 2023 Power System Protection and Control Press. All rights reserved.
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页码：46 / 55
页数：9
相关论文
共 28 条
  • [11] HAN Pingping, PAN Wei, ZHANG Nan, Et al., Optimization method for artificial phase sequence based on load forecasting and non-dominated sorting genetic algorithm, Automation of Electric Power Systems, 44, 20, pp. 71-78, (2020)
  • [12] PENG Chunhua, CHEN Shoukun, YU Rong, An optimal phase swapping strategy for long-term three-phase balancing using a novel simulated crystallizing algorithm, Proceedings of the CSEE, 34, 22, pp. 3760-3767, (2014)
  • [13] TANG Jie, YANG Yin, LIU Siliang, Et al., On-line optimization method for phase sequence in station area based on improved support vector machine and non-dominant sorting genetic algorithm-Ⅲ, Automation of Electric Power Systems, 46, 3, pp. 50-58, (2022)
  • [14] TANG Donglai, HAO Jianwei, LIU Ronggang, Et al., Control method of three phase load imbalance in a distribution station area based on dynamic programming, Power System Protection and Control, 48, 21, pp. 58-66, (2020)
  • [15] ZHAO Yunlong, CHE Renfei, CHEN Jiahui, Intelligent commutation system of distribution network based on differential evolution algorithm, Journal of Shandong University (Engineering Science), 51, 5, pp. 107-113, (2021)
  • [16] HE Yuqing, PENG Jianchun, Three phase power flow solution based on node injection sequence currents, Electric Power, 41, 3, pp. 7-11, (2008)
  • [17] LI Peijie, LUO Cuiyun, BAI Xiaoqing, Et al., An extended sequence components method for solving multiphase power flow in distribution networks, Power System Protection and Control, 44, 3, pp. 15-23, (2016)
  • [18] XUE Shiwei, JIA Qingquan, ZHANG Kexin, Et al., Electricity-consumption-data-driven stochastic modeling and unbalance assessment of load in low-voltage distribution network, Automation of Electric Power Systems, 46, 8, pp. 143-153, (2022)
  • [19] DONG Lei, GUO Xinzhi, CHEN Naishi, Et al., Calculation of unbalanced power flow in active distribution networks based on improved sequence components, Power System Technology, 40, 7, pp. 2113-2119, (2016)
  • [20] LONG Yunbo, ZHANG Xi, XU Yonghai, Et al., Determination and application of stable operation range of series-connected STATCOM with IGBT under unbalance voltage, Power System Protection and Control, 49, 13, pp. 158-166, (2021)
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