[1] 章晋龙, 史述青, 杨海森, 等. 国内外直流配电网技术发展研究综述 [J]. 南方能源建设, 2016, 3(增刊1): 93-98. DOI:  10.16516/j.gedi.issn2095-8676.2016.S1.020.

ZHANG J L, SHI S Q, YANG H S, et al. Overview of development of DC power distribution network [J]. Southern energy construction, 2016, 3(Suppl. 1): 93-98. DOI:  10.16516/j.gedi.issn2095-8676.2016.S1.020.
[2] 李宁, 郭泽林, 袁铁江, 等. 基于电力量测信息的低压台区电力拓扑生成方法 [J]. 分布式能源, 2020, 5(5): 48-55. DOI:  10.16513/j.2096-2185.DE.2005006.

LI N, GUO Z L, YUAN T J, et al. Power topology generation method in low-voltage transformer area based on electric power metrical information [J]. Distributed energy, 2020, 5(5): 48-55. DOI:  10.16513/j.2096-2185.DE.2005006.
[3] 李健, 马彬, 张植华, 等. 基于网格的城市配电网优化规划方法研究 [J]. 南方能源建设, 2015, 2(3): 38-42. DOI:  10.16516/j.gedi.issn2095-8676.2015.03.007.

LI J, MA B, ZHANG Z H, et al. Research on a grid-based optimal planning method for urban distribution system [J]. Southern energy construction, 2015, 2(3): 38-42. DOI:  10.16516/j.gedi.issn2095-8676.2015.03.007.
[4] 李遥, 许烈, 李永东. 模块化多电平矩阵变换器开关次数最优的拓扑连接策略 [J]. 电工技术学报, 2018, 33(2): 342-352. DOI:  10.19595/j.cnki.1000-6753.tces.161106.

LI Y, XU L, LI Y D. Topology connecting strategy of the modular multilevel matrix converter for optimal switching times [J]. Transactions of China electrotechnical society, 2018, 33(2): 342-352. DOI:  10.19595/j.cnki.1000-6753.tces.161106.
[5] 郑杰, 赵敬凤, 王海江, 等. 一种基于载波通信的电力相位识别方法 [J]. 电测与仪表, 2015, 52(增刊1): 77-79. DOI:  10.3969/j.issn.1001-1390.2015.z1.018.

ZHENG J, ZHAO J F, WANG H J, et al. A method to recognizing phase of power based on carrier communication [J]. Electrical measurement & instrumentation, 2015, 52(Suppl. 1): 77-79. DOI:  10.3969/j.issn.1001-1390.2015.z1.018.
[6] 高磊, 杨毅, 卜强生, 等. 基于MAC地址匹配的智能变电站网络设备拓扑动态识别 [J]. 电力系统自动化, 2014, 38(20): 81-84. DOI:  10.7500/AEPS20140207003.

GAO L, YANG Y, BU Q S, et al. Dynamical topology identification of smart substation network equipment based on MAC address matching [J]. Automation of electric power systems, 2014, 38(20): 81-84. DOI:  10.7500/AEPS20140207003.
[7] 佟为明, 梁建权, 李中伟, 等. 基于数据可恢复的AMI无线传感器网络安全数据聚合技术 [J]. 电力自动化设备, 2017, 37(5): 211-216,223. DOI:  10.16081/j.issn.1006-6047.2017.05.032.

TONG W M, LIANG J Q, LI Z W, et al. Security data aggregation based on data recoverability for wireless sensor network of AMI [J]. Electric power automation equipment, 2017, 37(5): 211-216,223. DOI:  10.16081/j.issn.1006-6047.2017.05.032.
[8] 李昂, 刘亚东, 孙鹏, 等. 基于μPMU相位数据的配电网拓扑识别方法 [J]. 智慧电力, 2017, 45(11): 31-36. DOI:  10.3969/j.issn.1673-7598.2017.11.006.

LI A, LIU Y D, SUN P, et al. Distribution network topology identification method based on phase data by μPMU [J]. Smart power, 2017, 45(11): 31-36. DOI:  10.3969/j.issn.1673-7598.2017.11.006.
[9] 裴宇婷, 秦超, 余贻鑫. 基于LightGBM和DNN的智能配电网在线拓扑辨识 [J]. 天津大学学报(自然科学与工程技术版), 2020, 53(9): 939-950. DOI:  10.11784/tdxbz201907064.

PEI Y T, QIN C, YU Y X. Online topology identification for smart distribution grids based on LightGBM and deep neural networks [J]. Journal of Tianjin university (science and technology), 2020, 53(9): 939-950. DOI:  10.11784/tdxbz201907064.
[10] 唐捷, 蔡永智, 周来, 等. 基于数据驱动的低压配电网线户关系识别方法 [J]. 电力系统自动化, 2020, 44(11): 127-134. DOI:  10.7500/AEPS20191021007.

TANG J, CAI Y Z, ZHOU L, et al. Data-driven based identification method of feeder-consumer connectivity in low-voltage distribution network [J]. Automation of electric power systems, 2020, 44(11): 127-134. DOI:  10.7500/AEPS20191021007.
[11] 陈招安, 黄纯, 张志丹, 等. 基于T型灰色关联度和KNN算法的低压配电网台区拓扑识别方法 [J]. 电力系统保护与控制, 2021, 49(1): 163-169. DOI:  10.19783/j.cnki.pspc.200260.

CHEN Z A, HUANG C, ZHANG Z D, et al. Topology identification method of a low voltage distribution network based on T-type grey correlation degree and KNN algorithm [J]. Power system protection and control, 2021, 49(1): 163-169. DOI:  10.19783/j.cnki.pspc.200260.
[12] PAPPU S J, BHATT N, PASUMARTHY R, et al. Identifying topology of low voltage distribution networks based on smart meter data [J]. IEEE transactions on smart grid, 2018, 9(5): 5113-5122. DOI:  10.1109/tsg.2017.2680542.
[13] LUAN W P, PENG J S, MARAS M, et al. Distribution network topology error correction using smart meter data analytics [C]//Proceedings of 2013 IEEE Power & Energy Society General Meeting, Vancouver, BC, Canada, July 21-25, 2013. New York: IEEE, 2013: 1-5. DOI: 10.1109/pesmg.2013.6672786. .
[14] 唐捷, 蔡永智, 李其霖, 等. 基于三相表特征约束聚类的低压台区用户相序识别方法 [J]. 电力系统自动化, 2022, 46(8): 60-67. DOI:  10.7500/AEPS20210616007.

TANG J, CAI Y Z, LI Q L, et al. Phase sequence identification method for users in low-voltage distribution-station area based on feature constraint clustering of three-phase meter [J]. Automation of electric power systems, 2022, 46(8): 60-67. DOI:  10.7500/AEPS20210616007.
[15] 连子宽, 姚力, 刘晟源, 等. 基于t-SNE降维和BIRCH聚类的单相用户相位及表箱辨识 [J]. 电力系统自动化, 2020, 44(8): 176-184. DOI:  10.7500/AEPS20190621001.

LIAN Z K, YAO L, LIU S Y, et al. Phase and meter box identification for single-phase users based on t-SNE dimension reduction and BIRCH clustering [J]. Automation of electric power systems, 2020, 44(8): 176-184. DOI:  10.7500/AEPS20190621001.
[16] 刘羽霄, 张宁, 康重庆. 数据驱动的电力网络分析与优化研究综述 [J]. 电力系统自动化, 2018, 42(6): 157-167. DOI:  10.7500/AEPS20170922003.

LIU Y X, ZHANG N, KANG C Q. A review on data-driven analysis and optimization of power grid [J]. Automation of electric power systems, 2018, 42(6): 157-167. DOI:  10.7500/AEPS20170922003.
[17] ABDI H, WILLIAMS L J. Principal component analysis [J]. WIREs computational statistics, 2010, 2(4): 433-459. DOI:  10.1002/wics.101.
[18] ROWEIS S T, SAUL L K. Nonlinear dimensionality reduction by locally linear embedding [J]. Science, 2000, 290(5500): 2323-2326. DOI:  10.2307/3081722.
[19] VAN DER MAATEN L, HINTON G. Visualizing data using t-SNE [J]. Journal of machine learning research, 2008, 9(86): 2579-2605.
[20] ZHANG T, RAMAKRISHNAN R, LIVNY M. BIRCH: an efficient data clustering method for very large databases [J]. ACM SIGMOD record, 1996, 25(2): 103-114. DOI:  10.1145/235968.233324.
[21] BIRANT D, KUT A. ST-DBSCAN: an algorithm for clustering spatial–temporal data [J]. Data & knowledge engineering, 2007, 60(1): 208-221. DOI:  10.1016/j.datak.2006.01.013.