基于改进鸽群算法的台区三相负荷不平衡相序调整方法

doi:10.11930/j.issn.1004-9649.202010074

中国电力 ›› 2022, Vol. 55 ›› Issue (9): 121-128.DOI: 10.11930/j.issn.1004-9649.202010074

基于改进鸽群算法的台区三相负荷不平衡相序调整方法

胡明月¹, 张慧芬¹, 苗淑平², 杨帆¹, 曲振明¹

1. 济南大学自动化与电气工程学院，山东济南 250022;
2. 国网山东省电力公司济宁供电公司，山东济宁 272100

收稿日期:2020-09-29 修回日期:2021-12-24 出版日期:2022-09-28 发布日期:2022-09-20
作者简介:胡明月（1996—），女，硕士研究生，从事配电台区三相不平衡治理方法研究，E-mail：mingyuehu5617@163.com;张慧芬（1970—），女，通信作者，博士，教授，从事配电网故障检测研究，E-mail：cse_zhf@ujn.edu.cn
基金资助:
国家自然科学基金资助项目（61803174）。

Phase Sequence Adjustment Method for Three-Phase Load Imbalance in Station Area Based on Improved Pigeon-inspired Optimization

HU Mingyue¹, ZHANG Huifen¹, MIAO Shuping², YANG Fan¹, QU Zhenming¹

1. School of Electrical Engineering, University of Jinan, Jinan 250022, China;
2. Jining Power Supply Company of State Grid Shandong Electric Power Co., Ltd., Jining 272100, China

Received:2020-09-29 Revised:2021-12-24 Online:2022-09-28 Published:2022-09-20
Supported by:
This work is supported by National Natural Science Foundation of China (No.61803174)

摘要/Abstract

摘要： 针对低压配电台区三相负荷不平衡现象，研究了一种基于换相开关的负荷相序调整方法。运用负荷不平衡换相控制策略，建立以配电变压器低压侧三相电流不平衡度最小为目标的优化换相数学模型；引入自适应参数和柯西扰动对原始鸽群算法（pigeon-inspired optimization，PIO）进行改进，用改进鸽群算法求解最优换相方案。Matlab仿真验证了改进鸽群优化算法的优越性及其求解优化换相方案的有效性，可以显著降低台区三相负荷的不平衡程度。

关键词: 低压配电台区, 三相负荷不平衡, 换相开关, 优化换相, 改进鸽群优化算法

Abstract: Aiming at the three-phase load imbalance phenomenon in the low-voltage distribution station area, a method for adjusting the load phase sequence based on commutation switch is studied. The unbalanced load commutation control strategy is used to establish an optimal commutation mathematical model with the goal of minimizing the three-phase current imbalance on the low-voltage side of the distribution transformers; the adaptive parameters and Cauchy disturbance are introduced to improve the original pigeon-inspired optimization (PIO) algorithm. The improved PIO algorithm is used to solve the optimal commutation scheme. Matlab simulation verifies the superiority of the improved PIO algorithm and its effectiveness in solving the optimal commutation scheme, and the the improved PIO algorithm can significantly reduce the imbalance of the three-phase load in the station area.

Key words: low-voltage distribution station area, three-phase load imbalance, commutation switch, optimal commutation, improved pigeon-inspired optimization

胡明月, 张慧芬, 苗淑平, 杨帆, 曲振明. 基于改进鸽群算法的台区三相负荷不平衡相序调整方法[J]. 中国电力, 2022, 55(9): 121-128.

HU Mingyue, ZHANG Huifen, MIAO Shuping, YANG Fan, QU Zhenming. Phase Sequence Adjustment Method for Three-Phase Load Imbalance in Station Area Based on Improved Pigeon-inspired Optimization[J]. Electric Power, 2022, 55(9): 121-128.

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参考文献

[1] 卓放, 杨泽斌, 易皓, 等. 综合配网谐波及三相不平衡评价指标的治理设备优化配置策略[J]. 中国电力, 2020, 53(11): 40–49
ZHUO Fang, YANG Zebin, YI Hao, et al. Optimal allocation strategy for power quality control devices based on harmonic and three-phase unbalance comprehensive evaluation indices for distribution network[J]. Electric Power, 2020, 53(11): 40–49
[2] 唐冬来, 郝建维, 刘荣刚, 等. 基于动态规划的配电台区三相负荷不平衡治理方法[J]. 电力系统保护与控制, 2020, 48(21): 58–66
TANG Donglai, HAO Jianwei, LIU Ronggang, et al. Control method of three phase load imbalance in a distribution station area based on dynamic programming[J]. Power System Protection and Control, 2020, 48(21): 58–66
[3] 王立斌, 孙寻航, 杨迪, 等. 基于大数据的专变客户用能健康状态综合评价[J]. 智慧电力, 2021, 49(12): 96–103
WANG Libin, SUN Xunhang, YANG Di, et al. Comprehensive evaluation of energy utilization health status of specialized transformer customers based on big data[J]. Smart Power, 2021, 49(12): 96–103
[4] 曹磊, 胡鹏飞, 王蕊. 基于无缝换相装置的三相负荷不平衡治理[J]. 电力科学与技术学报, 2020, 35(4): 99–106
CAO Lei, HU Pengfei, WANG Rui. Research on three-phase load imbalance treatment based on the seamless commutation device[J]. Journal of Electric Power Science and Technology, 2020, 35(4): 99–106
[5] 黄国栋, 杨仁刚, 冯小明. 三相不平衡负载无功补偿方法的研究[J]. 电测与仪表, 2011, 48(4): 23–26
HUANG Guodong, YANG Rengang, FENG Xiaoming. Research on reactive compensation method for unbalanced load[J]. Electrical Measurement & Instrumentation, 2011, 48(4): 23–26
[6] 辛业春, 李国庆, 王朝斌. 无功和三相负荷不平衡的序分量法补偿控制[J]. 电力系统保护与控制, 2014, 42(14): 72–78
XIN Yechun, LI Guoqing, WANG Chaobin. Compensation control of reactive power and three-phase unbalance load based on the method of sequence component[J]. Power System Protection and Control, 2014, 42(14): 72–78
[7] 张重实, 王高猛, 张檀雍, 等. 基于最优流法与Mayeda生成树算法相结合的单阶段配网重构新方法[J]. 中国电力, 2018, 51(9): 110–117
ZHANG Zhongshi, WANG Gaomeng, ZHANG Tanyong, et al. A new method for one-stage distribution system reconfiguration based on optimal flow algorithm and Mayeda spanning tree algorithm[J]. Electric Power, 2018, 51(9): 110–117
[8] ASKARZADEH A. Capacitor placement in distribution systems for power loss reduction and voltage improvement: a new methodology[J]. IET Generation, Transmission & Distribution, 2016, 10(14): 3631–3638.
[9] ZHAI H F, YANG M, CHEN B, et al. Dynamic reconfiguration of three-phase unbalanced distribution networks[J]. International Journal of Electrical Power & Energy Systems, 2018, 99: 1–10.
[10] 程湘, 田昊, 周群, 等. 考虑相位不平衡的智能换相开关控制策略[J]. 电力系统保护与控制, 2021, 49(6): 48–55
CHENG Xiang, TIAN Hao, ZHOU Qun, et al. Control strategy of intelligent commutation switch considering phase imbalance[J]. Power System Protection and Control, 2021, 49(6): 48–55
[11] 石松. 低压配网三相负荷自平衡装置及其控制策略[D]. 西安: 西安理工大学, 2017.
SHI Song. Self-balancing device and control strategy of three-phase load in low voltage grid[D]. Xi'an: Xi'an University of Technology, 2017.
[12] 张志华, 李今宋, 周捷, 等. 低压三相负荷不平衡治理控制策略研究[J]. 电气自动化, 2016, 38(2): 69–71
ZHANG Zhihua, LI Jinsong, ZHOU Jie, et al. A study on the control strategy of low-voltage three-phase load imbalance[J]. Electrical Automation, 2016, 38(2): 69–71
[13] 张孝云, 张洪波, 刘鼎立, 等. 换相技术在三相负荷不平衡治理中的应用研究[J]. 电力电容器与无功补偿, 2019, 40(2): 131–135,159
ZHANG Xiaoyun, ZHANG Hongbo, LIU Dingli, et al. Study on the application of phasing rotation technology in three-phase imbalance control[J]. Power Capacitor & Reactive Power Compensation, 2019, 40(2): 131–135,159
[14] 胡正杨. 一种基于自动换相技术的三相不平衡抑制方法[J]. 淮北师范大学学报(自然科学版), 2019, 40(1): 33–38
HU Zhengyang. Three-phase imbalance suppression method based on automatic commutation technology[J]. Journal of Huaibei Normal University (Natural Sciences), 2019, 40(1): 33–38
[15] 傅军栋, 喻勇, 黄来福. 不平衡负载的一种更加经济的补偿方法[J]. 电力系统保护与控制, 2015, 43(2): 126–132
FU Jundong, YU Yong, HUANG Laifu. A more economical compensation method for unbalanced load[J]. Power System Protection and Control, 2015, 43(2): 126–132
[16] 陈浩. 基于智能换相开关的配电台区三相不平衡治理研究与应用[D]. 西安: 西安理工大学, 2019.
CHEN Hao. Research and application of three-phase unbalanced treatment in power distribution station based on intelligent commutation switch[D]. Xi'an: Xi'an University of Technology, 2019.
[17] 彭春华, 陈首昆, 于蓉. 基于模拟结晶算法的长效三相平衡优化换相策略[J]. 中国电机工程学报, 2014, 34(22): 3760–3767
PENG Chunhua, CHEN Shoukun, YU Rong. An optimal phase swapping strategy for long-term three-phase balancing using a novel simulated crystallizing algorithm[J]. Proceedings of the CSEE, 2014, 34(22): 3760–3767
[18] 孙惠娟, 彭春华, 余廷芳. 配电网三相平衡优化重构策略[J]. 电网技术, 2014, 38(3): 789–794
SUN Huijuan, PENG Chunhua, YU Tingfang. A three-phase equilibrium reconfiguration strategy for distribution network[J]. Power System Technology, 2014, 38(3): 789–794
[19] 方恒福, 盛万兴, 王金丽, 等. 配电台区三相负荷不平衡实时在线治理方法研究[J]. 中国电机工程学报, 2015, 35(9): 2185–2193
FANG Hengfu, SHENG Wanxing, WANG Jinli, et al. Research on the method for real-time online control of three-phase unbalanced load in distribution area[J]. Proceedings of the CSEE, 2015, 35(9): 2185–2193
[20] 程晨. 低压配电网三相不平衡治理的研究[D]. 成都: 电子科技大学, 2017.
CHENG Chen. Research on three-phase unbalanced control of low voltage distribution network[D]. Chengdu: University of Electronic Science and Technology of China, 2017.
[21] 国家电网公司. 配电网运维规程: Q/GDW 1519—2014 [S] . 北京: 中国电力出版社, 2015.
[22] 段海滨, 叶飞. 鸽群优化算法研究进展[J]. 北京工业大学学报, 2017, 43(1): 1–7
DUAN Haibin, YE Fei. Progresses in pigeon-inspired optimization algorithms[J]. Journal of Beijing University of Technology, 2017, 43(1): 1–7
[23] 段海滨, 李沛. 基于生物群集行为的无人机集群控制[J]. 科技导报, 2017, 35(7): 17–25
DUAN Haibin, LI Pei. Autonomous control for unmanned aerial vehicle swarms based on biological collective behaviors[J]. Science & Technology Review, 2017, 35(7): 17–25
[24] 杨之元, 段海滨, 范彦铭. 基于莱维飞行鸽群优化的仿雁群无人机编队控制器设计[J]. 中国科学:技术科学, 2018, 48(2): 161–169
YANG Zhiyuan, DUAN Haibin, FAN Yanming. Unmanned aerial vehicle formation controller design via the behavior mechanism in wild geese based on Levy flight pigeon-inspired optimization[J]. Scientia Sinica (Technologica), 2018, 48(2): 161–169
[25] 周雨鹏. 基于鸽群算法的函数优化问题求解[D]. 长春: 东北师范大学, 2016.
ZHOU Yupeng. A pigeon-inspired algorithm for function optimization problems[D]. Changchun: Northeast Normal University, 2016.

基于改进鸽群算法的台区三相负荷不平衡相序调整方法

Phase Sequence Adjustment Method for Three-Phase Load Imbalance in Station Area Based on Improved Pigeon-inspired Optimization

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