Electric Power ›› 2025, Vol. 58 ›› Issue (9): 79-87.DOI: 10.11930/j.issn.1004-9649.202411017
• Key Technologies for Enhancing the Grid Connection Safety Capability of New Energy and New Grid-Connected Entities • Previous Articles Next Articles
					
													YE Yuanbo1(
), WANG Jiwen1, SUN Zhenxing2, WANG Zhiqiang3, ZHAO Yongyi2(
)
												  
						
						
						
					
				
Received:2024-11-10
															
							
															
							
															
							
																	Online:2025-09-26
															
							
							
																	Published:2025-09-28
															
							
						Supported by:YE Yuanbo, WANG Jiwen, SUN Zhenxing, WANG Zhiqiang, ZHAO Yongyi. Communication Link Fault Localization Method Adapted to New Smart Substations Under Partition Collaboration[J]. Electric Power, 2025, 58(9): 79-87.
| 故障说明 | 影响 | 后台告警信息 | ||
| 合并单元- 保护装置 直连链路中断 (链路8)  | 缺失电压电流采样信号, 保护功能丢失  | 线路保护装置异常 | ||
| 线路保护装置电流、电压断线 | ||||
| 线路合并单元SV通信异常 | ||||
| 智能终端- 保护装置 直连链路中断 (链路7)  | 跳闸回路中断, 保护无法正常 动作  | 线路保护装置异常 | ||
| 线路智能终端异常或故障 | ||||
| 线路智能终端GOOSE通信异常 | 
Table 1 Alarm information of the direct link
| 故障说明 | 影响 | 后台告警信息 | ||
| 合并单元- 保护装置 直连链路中断 (链路8)  | 缺失电压电流采样信号, 保护功能丢失  | 线路保护装置异常 | ||
| 线路保护装置电流、电压断线 | ||||
| 线路合并单元SV通信异常 | ||||
| 智能终端- 保护装置 直连链路中断 (链路7)  | 跳闸回路中断, 保护无法正常 动作  | 线路保护装置异常 | ||
| 线路智能终端异常或故障 | ||||
| 线路智能终端GOOSE通信异常 | 
| 故障链路 | 链路类型 | 包含的告警节点 | ||
| 2 | 分支链路 | 1、3 | ||
| 6 | 3、9 | |||
| 1 | 集总链路 | 1、3、4、5、6 | ||
| 15 | 3、4、5、9 | 
Table 2 Alarm information of the direct link
| 故障链路 | 链路类型 | 包含的告警节点 | ||
| 2 | 分支链路 | 1、3 | ||
| 6 | 3、9 | |||
| 1 | 集总链路 | 1、3、4、5、6 | ||
| 15 | 3、4、5、9 | 
| 故障 链路  | 节点状态信息 | 输出最优解 | 定位 结果  | |||
| 6 | [0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] | 6 | |||
| 14 | [0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] | 14 | 
Table 3 Localization results for single-link faults
| 故障 链路  | 节点状态信息 | 输出最优解 | 定位 结果  | |||
| 6 | [0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] | 6 | |||
| 14 | [0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] | 14 | 
| 故障 链路  | 节点状态信息 | 输出最优解 | 定位 结果  | |||
| 9、 40  | [0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1] | [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0] | 9、 40  | |||
| 4、 20  | [0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0] | [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] | 4、 20  | 
Table 4 Localization results for multi-link faults
| 故障 链路  | 节点状态信息 | 输出最优解 | 定位 结果  | |||
| 9、 40  | [0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1] | [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0] | 9、 40  | |||
| 4、 20  | [0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0] | [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] | 4、 20  | 
| 方法 | 需要拓扑 | 故障样本 | 装置改造 | 定位范围 | ||||
| 本文 | √ | × | × | 全网 | ||||
| 文献[ | √ | √ | × | 全网 | ||||
| 文献[ | √ | × | √ | 过程层 | 
Table 5 Statistics of algorithm accuracy
| 方法 | 需要拓扑 | 故障样本 | 装置改造 | 定位范围 | ||||
| 本文 | √ | × | × | 全网 | ||||
| 文献[ | √ | √ | × | 全网 | ||||
| 文献[ | √ | × | √ | 过程层 | 
| 方法 | 链路20故障 | 方法 | 链路19、23故障 | |||
| BGA | 88 | BGA | 75 | |||
| BPSO | 92 | BPSO | 83 | |||
| MSCOA | 99 | MSCOA | 96 | 
Table 6 Statistics of algorithm accuracy 单位:%
| 方法 | 链路20故障 | 方法 | 链路19、23故障 | |||
| BGA | 88 | BGA | 75 | |||
| BPSO | 92 | BPSO | 83 | |||
| MSCOA | 99 | MSCOA | 96 | 
| 1 |  
											金国锋, 杨世峰, 刘玲玲, 等. 基于二维混沌映射正余弦算法的智能变电站虚回路自动连接技术[J]. 中国电力, 2024, 57 (8): 152- 158. 
																							 DOI  | 
										
|  
											JIN Guofeng, YANG Shifeng, LIU Lingling, et al. Automatic connection of virtual circuits in smart substations based on chaotic two-dimensional mapping sine and cosine algorithm[J]. Electric Power, 2024, 57 (8): 152- 158. 
																							 DOI  | 
										|
| 2 | 张锋, 张朔严, 乔利红, 等. 基于知识图谱的变电站配置文件智能校核技术研究[J]. 电测与仪表, 2024, 61 (4): 64- 72. | 
| ZHANG Feng, ZHANG Shuoyan, QIAO Lihong, et al. Research on intelligent verification technology of substation configuration files based on knowledge graph[J]. Electrical Measurement & Instrumentation, 2024, 61 (4): 64- 72. | |
| 3 |  
											陈昱, 丁鸿, 崔勇, 等. 变电设备温度态势感知及辅助决策系统方案研究[J]. 发电技术, 2024, 45 (4): 744- 752. 
																							 DOI  | 
										
|  
											CHEN Yu, DING Hong, CUI Yong, et al. Research on temperature situation awareness and auxiliary decision-making system scheme of substation equipment[J]. Power Generation Technology, 2024, 45 (4): 744- 752. 
																							 DOI  | 
										|
| 4 | 成林, 马骁腾, 任双赞, 等. 智慧变电站多物理场数字化建模关键技术及应用研究[J]. 山东电力技术, 2023, 50 (12): 11- 19. | 
| CHENG Lin, MA Xiaoteng, REN Shuangzan, et al. Research on key technologies and applications of multi-physics digital modeling of smart substations[J]. Shandong Electric Power, 2023, 50 (12): 11- 19. | |
| 5 | 张大伟, 梅 晋, 王彦沣, 等. 含新能源场站的变电站无功优化[J]. 可再生能源, 2024, 42 (10): 1416- 1420. | 
| ZHANG Dawei, MEI Jin, WANG Yanfeng, et al. Reactive power optimization of substations containing new energy stations[J]. Renewable Energy Resources, 2024, 42 (10): 1416- 1420. | |
| 6 |  
											王亚飞, 张朋丰, 王讯, 等. 采用集群测控的智能变电站新型监控方案技术经济性分析[J]. 山东电力技术, 2023, 50 (4): 32- 40. 
																							 DOI  | 
										
|  
											WANG Yafei, ZHANG Pengfeng, WANG Xun, et al. Technical and economic analysis of a novel supervision system for smart substation using cluster measurement and control devices[J]. Shandong Electric Power, 2023, 50 (4): 32- 40. 
																							 DOI  | 
										|
| 7 | 郑翔, 杜奇伟, 阮黎翔, 等. 基于WOA-SVM的智能变电站二次系统故障参数映射模型[J]. 浙江电力, 2024, 43 (1): 36- 44. | 
| ZHENG Xiang, DU Qiwei, RUAN Lixiang, et al. A WOA-based fault parameter mapping model for the secondary systems of intelligent substations[J]. Zhejiang Electric Power, 2024, 43 (1): 36- 44. | |
| 8 |  
											MARIE T F B, YANG B, HAN D Z, et al. Principle and application state of fully distributed fiber optic vibration detection technology based on Φ-OTDR: a review[J]. IEEE Sensors Journal, 2021, 21 (15): 16428- 16442. 
																							 DOI  | 
										
| 9 |  
											赵睿智, 练小林, 应凯文, 等. 基于改进二进制粒子群优化算法的综合能源系统故障定位研究[J]. 发电技术, 2025, 46 (2): 231- 239. 
																							 DOI  | 
										
|  
											ZHAO Ruizhi, LIAN Xiaolin, YING Kaiwen, et al. Research on fault location in integrated energy systems based on improved binary particle swarm optimization algorithm[J]. Power Generation Technology, 2025, 46 (2): 231- 239. 
																							 DOI  | 
										|
| 10 |  
											成佳富, 罗振华, 廖惠琴, 等. 基于深度学习和图像识别的变电站虚端子连接校核技术[J]. 广东电力, 2024, 37 (2): 73- 79. 
																							 DOI  | 
										
|  
											CHENG Jiafu, LUO Zhenhua, LIAO Huiqin, et al. Verification technology for virtual terminal connection based on deep learning and attention image recognition[J]. Guangdong Electric Power, 2024, 37 (2): 73- 79. 
																							 DOI  | 
										|
| 11 | 王冠南, 郭丽娟, 彭曙蓉, 等. 基于正则表达式和Jaccard系数的智能变电站录波通道同源匹配[J]. 浙江电力, 2024, 43 (1): 20- 27. | 
| WANG Guannan, GUO Lijuan, PENG Shurong, et al. Homologous matching of recording channels in intelligent substations based on regu-lar expression and Jaccard similarity coefficient[J]. Zhejiang Electric Power, 2024, 43 (1): 20- 27. | |
| 12 | 严鹏飞, 李俊娥, 周斌, 等. 基于电力图形描述规范的智能变电站网络通信可视化方法研究[J]. 智慧电力, 2020, 48 (8): 91- 97. | 
| YAN Pengfei, LI Jun'e, ZHOU Bin, et al. Network communication visualization of smart substation based on graphic description specification for electric power system[J]. Smart Power, 2020, 48 (8): 91- 97. | |
| 13 |  
											皮志勇, 朱益, 廖玄, 等. 智能变电站多信息融合建模的通信链路故障定位方法[J]. 中国电力, 2023, 56 (8): 207- 215. 
																							 DOI  | 
										
|  
											PI Zhiyong, ZHU Yi, LIAO Xuan, et al. Fault location method for communication link with multi-information fusion modeling of smart substation[J]. Electric Power, 2023, 56 (8): 207- 215. 
																							 DOI  | 
										|
| 14 | 李远, 苏适, 杨家全, 等. 基于连接状态定位的智能变电站二次系统故障定位方法[J]. 智慧电力, 2024, 52 (2): 63- 70. | 
| LI Yuan, SU Shi, YANG Jiaquan, et al. Fault location method for intelligent substation secondary system based on connection state location[J]. Smart Power, 2024, 52 (2): 63- 70. | |
| 15 |  
											钟鸣, 陶军, 刘洵宇, 等. 智能变电站光纤虚实回路映射及故障诊断技术[J]. 中国电力, 2023, 56 (10): 171- 178. 
																							 DOI  | 
										
|  
											ZHONG Ming, TAO Jun, LIU Xunyu, et al. Smart substation optical fiber virtual and real loop mapping and fault diagnosis technology[J]. Electric Power, 2023, 56 (10): 171- 178. 
																							 DOI  | 
										|
| 16 | 张延旭, 蔡泽祥, 龙翩翩, 等. 智能变电站通信网络实时故障诊断模型与方法[J]. 电网技术, 2016, 40 (6): 1851- 1857. | 
| ZHANG Yanxu, CAI Zexiang, LONG Pianpian, et al. Real-time fault diagnosing models and method for communication network in smart substation[J]. Power System Technology, 2016, 40 (6): 1851- 1857. | |
| 17 | 王洪彬, 李智, 童晓阳, 等. 基于GRU的智能变电站二次设备故障定位研究[J]. 电测与仪表, 2025, 62 (7): 200- 208. | 
| WANG Hongbin, LI Zhi, TONG Xiaoyang, et al. Fault location of secondary equipment in smart substation based on GRU[J]. Electrical Measurement & Instrumentation, 2025, 62 (7): 200- 208. | |
| 18 | 孙宇嫣, 蔡泽祥, 郭采珊, 等. 基于深度学习的智能变电站通信网络故障诊断与定位方法[J]. 电网技术, 2019, 43 (12): 4306- 4314. | 
| SUN Yuyan, CAI Zexiang, GUO Caishan, et al. Fault diagnosis and positioning for communication network in intelligent substation based on deep learning[J]. Power System Technology, 2019, 43 (12): 4306- 4314. | |
| 19 | 朱智, 张永宏, 吕帅, 等. 基于数据通信建模技术的移动式智能变电站安措防误预警系统研究与应用[J]. 内蒙古电力技术, 2023, 41 (4): 54- 59. | 
| ZHU Zhi, ZHANG Yonghong, LYU Shuai, et al. Research and application on security precaution misoperation early warning system of mobile intelligent substation based on data communication modeling technology[J]. Inner Mongolia Electric Power, 2023, 41 (4): 54- 59. | |
| 20 |  
											刘涛, 李伟华, 汤熠. 综合智慧能源系统典型构架网络安全防护研究[J]. 综合智慧能源, 2024, 46 (5): 81- 90. 
																							 DOI  | 
										
|  
											LIU Tao, LI Weihua, TANG Yi. Security protection of typical networks for integrated smart energy systems[J]. Integrated Intelligent Energy, 2024, 46 (5): 81- 90. 
																							 DOI  | 
										|
| 21 | 顾靖达, 白小会, 李伟, 等. 新型电力系统变电站绿色低碳技术分析[J]. 南方能源建设, 2024, 11 (4): 111- 117. | 
| GU Jingda, BAI Xiaohui, LI Wei, et al. Analysis on green and low carbon technologies for new power system substations[J]. Southern Energy Construction, 2024, 11 (4): 111- 117. | |
| 22 |  
											DEHGHANI M, MONTAZERI Z, TROJOVSKÁ E, et al. Coati Optimization Algorithm: a new bio-inspired metaheuristic algorithm for solving optimization problems[J]. Knowledge-Based Systems, 2023, 259, 110011. 
																							 DOI  | 
										
| 23 |  
											ABOU HOURAN M, SALMAN BUKHARI S M, ZAFAR M H, et al. COA-CNN-LSTM: Coati optimization algorithm-based hybrid deep learning model for PV/wind power forecasting in smart grid applications[J]. Applied Energy, 2023, 349, 121638. 
																							 DOI  | 
										
| 24 | 曹宏宇, 梁言贺, 刘惠颖, 等. 考虑风-光-储不确定性的新型电力系统概率潮流计算[J]. 电测与仪表, 2024, 61 (6): 87- 93. | 
| CAO Hongyu, LIANG Yanhe, LIU Huiying, et al. Probabilistic power flow calculation of novel power system considering uncertainty of wind-light-storage[J]. Electrical Measurement & Instrumentation, 2024, 61 (6): 87- 93. | |
| 25 |  
											SHENG M M, WANG Z D, LIU W B, et al. A particle swarm optimizer with multi-level population sampling and dynamic p-learning mechanisms for large-scale optimization[J]. Knowledge-Based Systems, 2022, 242, 108382. 
																							 DOI  | 
										
| [1] | TAO Jun, ZHONG Ming, ZHANG Yi, LIU Feng, WU Yuzhu, XIA Zhenxing. Fault Location Method for Secondary System of Smart Substations Based on Network Flow Algorithm and Deep Neural Network [J]. Electric Power, 2025, 58(9): 68-78. | 
| [2] | PI Zhiyong, ZHU Yi, LIAO Xuan, LI Zhenxing, FANG Hao, WU Pei. Fault Location Method for Communication Link with Multi-information Fusion Modeling of Smart Substation [J]. Electric Power, 2023, 56(8): 207-215. | 
| [3] | PI Zhiyong, ZHU Yi, LIAO Xuan, LI Zhenxing, FANG Hao, WU Pei. Fault Location Method for Communication Link in Smart Substation Based on Deep Learning [J]. Electric Power, 2023, 56(7): 136-145. | 
| [4] | Ming ZHONG, Jun TAO, Xunyu LIU, Yi YANG, Bingyuan YANG. Smart Substation Optical Fiber Virtual and Real Loop Mapping and Fault Diagnosis Technology [J]. Electric Power, 2023, 56(10): 171-178. | 
| [5] | LI Xiaobo, YU Yang, YAO Hao, XI Wei, CAI Tiantian. Sample-Control-Device of Smart Substation [J]. Electric Power, 2022, 55(4): 85-92. | 
| [6] | WANG Dong, HE Ruiwen, JIANG Qingyun. Refined Method of VLAN Configuration for Smart Substation [J]. Electric Power, 2018, 51(11): 147-153. | 
| [7] | ZOU Zhenyu, SUN Zhongwei, XIU Liming, HAN Benshuai, NIU Decun. The Research of Decoupling Technology Used to Smart Substation Model Configuration [J]. Electric Power, 2018, 51(1): 78-82. | 
| [8] | WANG Xiaoli, LIU Haitao, ZHANG Xufeng, SHI Yu. Research and Application of Smart Substation Configuration File Online Control Based on Network Analyzer [J]. Electric Power, 2017, 50(8): 141-145. | 
| [9] | LIU Qingquan, HAO Xiaoguang, HE Lei. Key Link and Technology of Secondary Information Standardization Platform of Smart Substation [J]. Electric Power, 2017, 50(4): 176-180. | 
| [10] | LI Jinbin, XIA Tian, CHEN Jun, HAN Liu, FENG Ying. Research and Application of Operational Maintenance Standard System of Integrated Disconnecting Circuit Breaker [J]. Electric Power, 2017, 50(11): 84-89. | 
| [11] | LING Guang, WANG Zhiliang, LV Jianlong, HE Qiang. Modeling Method for Process-Level Network in Smart Substation Based on OPNET [J]. Electric Power, 2017, 50(1): 79-84. | 
| [12] | TANG Fan, DONG Mo, LIU Shourui , QIAO Hui. Development and Application of Testing Tool for Virtual Circuits in Smart Substation [J]. Electric Power, 2016, 49(5): 136-140. | 
| [13] | LIU Yang, SU Haoyi. Life Cycle Cost Estimation of Smart Substation Based on Blind Number Theory [J]. Electric Power, 2016, 49(3): 83-87. | 
| [14] | CHEN Qiaoping, CHEN Zhiguang, HUANG Yong, SU Zhongyang. Security Isolation Strategies Based on Virtual Connections Cut Set for Relay Protection in Smart Substation [J]. Electric Power, 2016, 49(3): 88-93. | 
| [15] | XU Liqing, LI Shuai, CHEN Qingxu, CHEN Xinzhi, YU Huawu. A New Type Intelligent Phase Selection Controller Design and Anti-Interference Measures [J]. Electric Power, 2016, 49(2): 176-189. | 
| Viewed | ||||||
| 
										Full text | 
									
										 | 
								|||||
| 
										Abstract | 
									
										 | 
								|||||
