基于差分进化算法的配电网智能换相策略

doi:10.6040/j.issn.1672-3961.0.2020.110

Abstract

Abstract:

The application of three-phase intelligent commutation switch was an effective measure to solve the problem of three-phase load imbalance in low-voltage distribution network. Based on the commutation process of the three-phase intelligent commutation switch, an intelligent commutation system of the distribution network was proposed, which took the differential evolution algorithm as the core and the mixed solid-state switch as the foundation. Aiming at the unbalance degree of three-phase current and the action times of commutation switch, differential evolution algorithm was used to optimize the commutation strategy. The optimal commutation strategy was obtained through initialization, mutation, crossover and selection operation, which improved the real-time and accuracy of the system. In this paper, through the combination of magnetic holding relay and IGBT based solid-state switch, a fast switching method using hybrid solid-state switch was proposed, which the commutation switch showed the characteristics of low power consumption and strong current passing ability, and improved the reliability of the system. The feasibility of the algorithm and switch in fast switching and im-proving the power quality of the commutation process was verified by practical test.

Key words: three-phase imbalance, three-phase intelligent commutation switch, differential evolution algorithm, greedy algorithm, commutation strategy

CLC Number:

Yunlong ZHAO, Renfei CHE, Jiahui CHEN. Intelligent commutation system of distribution network based on differential evolution algorithm[J].Journal of Shandong University(Engineering Science), 2021, 51(5): 107-113.

Figures/Tables 8

Fig.1

Fig.2

Fig.3

Table 1

Fig.4

Fig.5

Fig.6

Fig.7

References 20

1	边胜. 配电变压器三相负荷不平衡的影响及解决措施[J]. 技术与市场, 2018, 25 (12): 82- 83. doi: 10.3969/j.issn.1006-8554.2018.12.032
	BIAN Sheng . The influence of three-phase load unbalance of distribution transformer and its solution[J]. Tech-nology and Market, 2018, 25 (12): 82- 83. doi: 10.3969/j.issn.1006-8554.2018.12.032
2	姚知洋, 金庆忍, 郭敏, 等. 三相负荷不平衡环境下配电变压器两种接线方式的运行仿真分析[J]. 电器与能效管理技术, 2019, (24): 70- 74.
	YAO Zhiyang , JIN Qingren , GUO Min , et al. Simulation analysis of two connection modes of distribution transformer in unbalanced three-phase load environment[J]. Electrical & Energy Management Technology, 2019, (24): 70- 74.
3	孙蒙. 浅析电力系统三相不平衡的危害与解决措施[J]. 资源节约与环保, 2015, (6): 16. doi: 10.3969/j.issn.1673-2251.2015.06.014
	SUN Meng . Analysis on the harm and solution of three-phase unbalance in power system[J]. Resources Economization & Environmental Protection, 2015, (6): 16. doi: 10.3969/j.issn.1673-2251.2015.06.014
4	鱼军. 三相负荷不对称自动调补装置在配电网中的应用[J]. 中国电力企业管理, 2011, (8): 126- 127.
	YU Jun . Application of three-phase load asymmetric automatic adjustment device in distribution network[J]. CPEM, 2011, (8): 126- 127.
5	李燕, 路文梅. 低压电网三相不对称的危害及调整方法[J]. 河北工程技术高等专科学校学报, 2004, (3): 44- 46. doi: 10.3969/j.issn.1008-3782.2004.03.012
	LI Yan , LU Wenmei . The damage caused by the three-phased load unbalancing and methods adjusting load balance in the low-voltage distribution network[J]. Journal of Hebei Engineering and Technology College, 2004, (3): 44- 46. doi: 10.3969/j.issn.1008-3782.2004.03.012
6	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, 2017.
7	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.
8	HOOSHMAD R A , SOLTANI S . Fuzzy optimal phase balancing of radial and meshed distribution networks using BF-PSO algorithm[J]. IEEE Trans on Power Systems, 2012, 27 (1): 47- 57. doi: 10.1109/TPWRS.2011.2167991
9	王芳尧, 刘用森, 张军财, 等. 基于改进粒子群算法的负荷不平衡调整策略[J]. 电气开关, 2017, 55 (4): 54- 58. doi: 10.3969/j.issn.1004-289X.2017.04.014
	WANG Fangyao , LIU Yongsen , ZHANG Juncai , et al. Load unbalanced strategy based on advanced pso algorithm[J]. Electric Switch, 2017, 55 (4): 54- 58. doi: 10.3969/j.issn.1004-289X.2017.04.014
10	鲁文军, 傅明, 张嘉辉, 等. 低压配变台区负荷及无功智能平衡实现方法[J]. 电力系统及其自动化学报, 2019, 31 (5): 124- 131. doi: 10.3969/j.issn.1003-8930.2019.05.019
	LU Wenjun , FU Ming , ZHANG Jiahui , et al. Intelligent balance realization method for load and reactive power in low-voltage distribution area[J]. Proceedings of the CSU-EPSA, 2019, 31 (5): 124- 131. doi: 10.3969/j.issn.1003-8930.2019.05.019
11	张二超. 基于智能换相开关的三相不平衡控制研究[D]. 成都: 电子科技大学, 2018.
	ZHANG Erchao. Research on the control of three phase unbalance based on intelligent switching-phase switch[D]. Chengdu: University of Electronic Science and Technology, 2018.
12	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.
13	丁家峰, 宫飞, 刘静, 等. 一种基于磁保持继电器的低压配电网负荷换相方法[J]. 制造业自动化, 2019, 41 (2): 132- 138. doi: 10.3969/j.issn.1009-0134.2019.02.034
	DING Jiafeng , GONG Fei , LIU Jing , et al. A load phase chance method of low-voltage distribution network based on magnetic latching relay[J]. Manufacturing Automation, 2019, 41 (2): 132- 138. doi: 10.3969/j.issn.1009-0134.2019.02.034
14	张磐, 丁一, 姜宁, 等. 基于模糊C均值聚类法的智能换相开关设计[J]. 电子器件, 2019, 42 (1): 94- 99. doi: 10.3969/j.issn.1005-9490.2019.01.019
	ZHANG Pan , DING Yi , JIANG Ning , et al. Design of intelligent commutation switch based on fuzzy C-means clustering method[J]. Electronic Device, 2019, 42 (1): 94- 99. doi: 10.3969/j.issn.1005-9490.2019.01.019
15	蔡欣灵, 郝思鹏. 电网三相不平衡的度量与治理综述[J]. 电力工程技术, 2019, 38 (5): 185- 192.
	CAI Xinling , HAO Sipeng . Review of the measurement and control of three-phase unbalance[J]. Electric Power Engineering Technology, 2019, 38 (5): 185- 192.
16	余兵. 差分进化算法及其应用[D]. 西安: 西安工程大学, 2007.
	YU Bing. Differential evolution algorithm and its application[D]. Xi'an: Xi'an Polytechnic University, 2007.
17	莫钊君. 基于元启发式算法的学生信息管理系统的设计与实现[D]. 广州: 华南理工大学, 2011.
	MO Zhaojun. The design and implementation of student information management system based on metaheuristict[D]. Guangzhou: South China University of Technol-ogy, 2011.
18	宁桂英, 曹敦虔, 周永权. 求解0-1规划问题的改进差分进化算法[J]. 系统科学与数学, 2019, 39 (1): 120- 132.
	NING Guiying , CAO Dunqian , ZHOU Yongquan . Improved differential evolution algorithm for solving 0-1 programming problems[J]. Journal of Systems Science and Mathematical Sciences, 2019, 39 (1): 120- 132.
19	伍春生, 付勋波, 许洪华. 一种微电网用柔性并离网切换装置: CN105429167A[P]. 2016-03-23.
	WU Chunsheng, FU Xunbo, XU Honghua. A flexible parallel off grid switching device for microgrid: CN105429167A[P]. 2016-03-23.
20	黄胜利, 李洪涛. 基于固态智能换相开关的三相负荷不平衡解决方案研究[J]. 电器与能效管理技术, 2016, (5): 13- 17.
	HUANG Shengli , LI Hongtao . Research on three phase unbalanced loads based on solid-state intelligent switch-ing-phase switch[J]. Electrical & Energy Management Technology, 2016, (5): 13- 17.

Metrics

Viewed

Full text

Abstract

Cited

Shared

Discussed

Comments

Recommended 10

[1]	LI Fangjia, GAO Shangce, TANG Zheng*, Ishii Masahiro, Yamashita Kazuya. 3D similar pattern generation of snow crystals with cellular automata[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(1): 102 -105 .
[2]	KONG Wei-tao,ZHANG Qing-fan,ZHANG Cheng-hui . DSP based implementation of the space vector pulse width modulation[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(3): 81 -84 .
[3]	ZHU Xiang-cai,LUAN Yun-cai,XU Jian . An urban traffic evaluation system based on VB and FTA[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(4): 89 -92 .
[4]	LI Xin-Ping, DAI Yi-Fei, HU Jing. Fluid-solid coupling analysis of surrounding rock mass stability and water inflow forecast of a tunnel in a karst zone[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(4): 1 -6 .
[5]	ZHANG Cheng-hui,NING Yong,JI Peng . Improved FCM clustering algorithm and its application inred tide prediction[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(6): 1 -4 .
[6]	ZHOU Xiao-lin,ZENG Guang-zhou . P2P-based workflow management system[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(5): 89 -94 .
[7]	XU Nu-Wen, TANG Chun-An, ZHOU Ji-Fang, TANG Lie-Xian, LIANG Zheng-Shao. Numerical simulation of rockburst on the drain tunnel in the Jinping Second Level Hydropower Station[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(4): 134 -139 .
[8]	JIANG Peng-fei,WANG Zhen . Game analysis of manufacturer and different suppliers[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(2): 117 -119 .
[9]	GAO Yu, DU Ai-ling, YANG Yan-ling. Influence of zinc oxide in a phosphating bath on phosphate coating on AZ61 magnesium alloy[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(3): 77 -80 .
[10]	ZHANG Hui，WANG Meng-xia, HAN Xue-shan. The advanced thermal rating of power system and its application[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(6): 25 -29 .

换相开关编号	所测有效电流/A	换相前所在相别	换相后所在相别
1	20.79	A相	B相
2	34.44	A相	C相
3	29.56	B相	B相
4	33.28	A相	A相
5	20.25	C相	A相
6	11.23	C相	C相
7	18.55	A相	A相
8	6.45	C相	C相
9	25.78	B相	C相
10	11.54	B相	B相
11	20.45	C相	C相
12	10.57	A相	A相
13	20.55	B相	A相
14	13.46	C相	B相
15	5.67	C相	C相
16	28.89	B相	B相

Intelligent commutation system of distribution network based on differential evolution algorithm

RichHTML

PDF (PC)

Abstract

Cite this article

share this article

Figures/Tables 8

References 20

Related Articles 4

Metrics

Comments

Recommended 10

[1]	ZHANG Shuangsheng, QIANG Jing, LIU Xikun, LIU Hanhu, ZHU Xueqiang. Inverse problems of pollution source identification based on Bayesian-DE [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(1): 131-136.
[2]	YANG Longhao, FU Yanggeng, GONG Xiaoting. Parallel differential evolution algorithm for parameter learning of belief rule base [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2015, 45(1): 30-36.
[3]	YANG Wen-dong, ZHU Jin-fu, XU Li. REsearch on the gate assignment problem in airport based on the flight connecting tree [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2010, 40(2): 153-158.
[4]	FANG Ting,YANG Zhong,SHEN Chun-Lin . Multiple targets accurate tracking on UAV formation video sequences [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(4): 22-26 .