中国电力 ›› 2026, Vol. 59 ›› Issue (2): 154-162.DOI: 10.11930/j.issn.1004-9649.202506012
• 电力系统稳定性分析 • 上一篇
叶远波1(
), 邵庆祝1, 孙振兴2, 周鹏2, 孙弘毅3(
), 王义波3
收稿日期:2025-06-04
修回日期:2026-01-05
发布日期:2026-03-04
出版日期:2026-02-28
作者简介:基金资助:
YE Yuanbo1(
), SHAO Qingzhu1, SUN Zhenxing2, ZHOU Peng2, SUN Hongyi3(
), WANG Yibo3
Received:2025-06-04
Revised:2026-01-05
Online:2026-03-04
Published:2026-02-28
Supported by:摘要:
目前针对新一代智能变电站二次安措操作的可靠性综合评估仍未有较好的方案,并且缺乏对二次安措操作先后顺序最优执行策略的研究。针对这一问题,从二次安措操作入手,搭建安措链路矩阵,利用模糊综合评价法(fuzzy synthetic evaluation,FSE)量化并综合二次安措执行校核和隔离校核的可靠性数据,将可靠性数据从多维度转化为单一维度。同时量化二次安措操作可靠性和复杂度数据,利用改进贪心算法通过分配两者权重计算各链路安措断开方式的综合评分,按照评分从大到小进行排序,得到各链路最优二次安措执行策略。算例验证,最优二次安措策略较典型的二次安措策略在相同检修次数下各链路未成功断开次数能够降低20%,具有更高的可靠性。
叶远波, 邵庆祝, 孙振兴, 周鹏, 孙弘毅, 王义波. 基于FSE方法的新一代智能变电站二次安措可靠性评估和执行优化策略[J]. 中国电力, 2026, 59(2): 154-162.
YE Yuanbo, SHAO Qingzhu, SUN Zhenxing, ZHOU Peng, SUN Hongyi, WANG Yibo. Reliability assessment and optimal operational sequence strategy allocation for next-generation smart substation secondary system safety operations based on fuzzy synthetic evaluation[J]. Electric Power, 2026, 59(2): 154-162.
| 隔离方式 | 策略可靠性 | 误动率 | 拒动率 |
| 退出GOOSE接收软压板 | 0.997 | 0.002 | 0.001 |
| 退出SV软压板 | 0.997 | 0.002 | 0.001 |
| 退出GOOSE发送软压板 | 0.997 | 0.003 | 0.001 |
| 投入检修压板 | 0.996 | 0.003 | 0.002 |
| 退出出口硬压板 | 0.998 | 0.002 | 0.001 |
| 断开光纤 | 0.999 | 0.002 | 0.001 |
| 退出保护功能压板 | 0.998 | 0.002 | 0.001 |
表 1 二次安措隔离方式校核可靠性数据
Table 1 Reliability data for verification of secondary safety isolation methods
| 隔离方式 | 策略可靠性 | 误动率 | 拒动率 |
| 退出GOOSE接收软压板 | 0.997 | 0.002 | 0.001 |
| 退出SV软压板 | 0.997 | 0.002 | 0.001 |
| 退出GOOSE发送软压板 | 0.997 | 0.003 | 0.001 |
| 投入检修压板 | 0.996 | 0.003 | 0.002 |
| 退出出口硬压板 | 0.998 | 0.002 | 0.001 |
| 断开光纤 | 0.999 | 0.002 | 0.001 |
| 退出保护功能压板 | 0.998 | 0.002 | 0.001 |
| 隔离方式 | 综合评估后的可靠性 |
| 投入检修压板 | 低可靠性 |
| 退出GOOSE发送软压板 | 较低可靠性 |
| 退出GOOSE接收软压板 | 中等可靠性 |
| 退出SV软压板 | 中等可靠性 |
| 退出出口硬压板 | 较高可靠性 |
| 退出保护功能压板 | 较高可靠性 |
| 断开光纤 | 高可靠性 |
表 2 隔离方式解模糊后可靠性
Table 2 Post-deblurring reliability of isolation methods
| 隔离方式 | 综合评估后的可靠性 |
| 投入检修压板 | 低可靠性 |
| 退出GOOSE发送软压板 | 较低可靠性 |
| 退出GOOSE接收软压板 | 中等可靠性 |
| 退出SV软压板 | 中等可靠性 |
| 退出出口硬压板 | 较高可靠性 |
| 退出保护功能压板 | 较高可靠性 |
| 断开光纤 | 高可靠性 |
| 操作对象 | 复杂度权重 |
| GOOSE接收/发送软压板、SV软压板、保护功能压板 | 1 |
| 检修压板、出口硬压板 | 2 |
| 光纤 | 3 |
表 3 复杂度权重
Table 3 Complexity weight
| 操作对象 | 复杂度权重 |
| GOOSE接收/发送软压板、SV软压板、保护功能压板 | 1 |
| 检修压板、出口硬压板 | 2 |
| 光纤 | 3 |
| 解模糊后的可靠性 | 可靠度系数 |
| 高可靠性 | 5 |
| 较高可靠性 | 4 |
| 中等可靠性 | 3 |
| 较低可靠性 | 2 |
| 低可靠性 | 1 |
表 4 可靠度系数
Table 4 Reliability coefficient
| 解模糊后的可靠性 | 可靠度系数 |
| 高可靠性 | 5 |
| 较高可靠性 | 4 |
| 中等可靠性 | 3 |
| 较低可靠性 | 2 |
| 低可靠性 | 1 |
| 链路编号 | 最优安措策略 | 典型安措策略 |
| 1 | 6-7-2-4 | 2-4-7-6 |
| 2 | 6-7-1-3-4 | 1-3-4-7-6 |
| 3 | 6-5-3-4 | 3-4-5-6 |
表 5 各链路最优安措策略与典型安措策略
Table 5 Optimal safety measures strategy and typical safety measures strategy for each link
| 链路编号 | 最优安措策略 | 典型安措策略 |
| 1 | 6-7-2-4 | 2-4-7-6 |
| 2 | 6-7-1-3-4 | 1-3-4-7-6 |
| 3 | 6-5-3-4 | 3-4-5-6 |
| 链路编号 | 执行次 数/次 | 典型安措操作 失败次数/次 | 最优安措操作 失败次数/次 | 可靠度对比 |
| 1 | 7 | 4 | 最优安措更可靠 | |
| 2 | 8 | 5 | 最优安措更可靠 | |
| 3 | 8 | 5 | 最优安措更可靠 | |
| 4 | 9 | 7 | 最优安措更可靠 |
表 6 两种方法执行次数对比
Table 6 Execution count comparison between two methods
| 链路编号 | 执行次 数/次 | 典型安措操作 失败次数/次 | 最优安措操作 失败次数/次 | 可靠度对比 |
| 1 | 7 | 4 | 最优安措更可靠 | |
| 2 | 8 | 5 | 最优安措更可靠 | |
| 3 | 8 | 5 | 最优安措更可靠 | |
| 4 | 9 | 7 | 最优安措更可靠 |
| 1 |
吕鹏飞, 裘愉涛, 金盛, 等. 面向智能变电站保护的FMM测试及改进SVM校验诊断技术[J]. 中国电力, 2025, 58 (6): 76- 82.
|
|
LV Pengfei, QIU Yutao, JIN Sheng, et al. FMM testing and improved SVM diagnostic verification technology for intelligent substation protection[J]. Electric Power, 2025, 58 (6): 76- 82.
|
|
| 2 |
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.
|
|
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.
|
|
| 3 |
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 intelli-gent substations[J]. Zhejiang Electric Power, 2024, 43 (1): 36- 44.
|
|
| 4 |
李伟, 白杨, 祁步仁, 等. 面向智能变电站的时间敏感网络动态时间窗口划分方法[J]. 山东电力技术, 2025, 52 (6): 75- 85, 94.
|
|
LI Wei, BAI Yang, QI Buren, et al. Dynamic time window division of time-sensitive networking in intelligent substation[J]. Shandong Electric Power, 2025, 52 (6): 75- 85, 94.
|
|
| 5 |
闫宇露, 程瑜, 陈熙. 适应光伏高渗透接入的配电网拓扑及储荷资源协同规划[J]. 广东电力, 2024, 37 (12): 50- 60.
|
|
YAN Yulu, CHENG Yu, CHEN Xi. Distribution network topology and coordinated planning of storage and load resources adapted to photovoltaic high penetration access[J]. Guangdong Electric Power, 2024, 37 (12): 50- 60.
|
|
| 6 |
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.
|
|
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.
|
|
| 7 |
王浩成, 宋厚营, 于佳. 新型电力系统终端通信网优化方案研究[J]. 山东电力技术, 2024, 51 (2): 56- 66.
|
|
WANG Haocheng, SONG Houying, YU Jia. Research on optimization scheme for new power system terminal communication network[J]. Shandong Electric Power, 2024, 51 (2): 56- 66.
|
|
| 8 |
汪凤月, 罗敏, 杨文丽, 等. 基于知识图谱智能变电站二次安措票生成研究[J]. 电测与仪表, 2020, 57 (4): 66- 70.
|
|
WANG Fengyue, LUO Min, YANG Wenli, et al. Research on the generation of secondary security ticketing of intelligent substation based on knowledge map expert database[J]. Electrical Measurement & Instrumentation, 2020, 57 (4): 66- 70.
|
|
| 9 |
赵武智, 樊国盛, 邬小坤, 等. 基于自学习技术的变电站二次安措票生成技术研究与应用[J]. 电测与仪表, 2024, 61 (9): 151- 157.
|
|
ZHAO Wuzhi, FAN Guosheng, WU Xiaokun, et al. Research and application of secondary security ticket generation technology in substation based on self-learning technology[J]. Electrical Measurement & Instrumentation, 2024, 61 (9): 151- 157.
|
|
| 10 |
陈海滨, 谭畅, 张宾宾, 等. 应用于智能变电站二次检修的一键式安措系统设计[J]. 电力系统保护与控制, 2021, 49 (9): 172- 177.
|
|
CHEN Haibin, TAN Chang, ZHANG Binbin, et al. Design of a one-click safety measure system for secondary maintenance of an intelligent substation[J]. Power System Protection and Control, 2021, 49 (9): 172- 177.
|
|
| 11 |
赵子涵, 刘鑫, 叶翔, 等. 智能变电站二次系统“一键式”安措自动生成方法研究[J]. 电测与仪表, 2019, 56 (4): 15- 20.
|
|
ZHAO Zihan, LIU Xin, YE Xiang, et al. Research on “one-click” automatic generation method for maintenance safety measures of secondary device in smart substation[J]. Electrical Measurement & Instrumentation, 2019, 56 (4): 15- 20.
|
|
| 12 |
刘孝刚, 施琳, 张帆, 等. 智能变电站二次安措策略自动生成和在线校核技术[J]. 电力系统保护与控制, 2017, 45 (23): 82- 89.
|
|
LIU Xiaogang, SHI Lin, ZHANG Fan, et al. Automatic generation and online checking technology for secondary safety measures of smart substation[J]. Power System Protection and Control, 2017, 45 (23): 82- 89.
|
|
| 13 |
范卫东, 董金星, 冯晓伟, 等. 智能变电站二次操作校核方法研究[J]. 电测与仪表, 2020, 57 (13): 40- 46, 54.
|
|
FAN Weidong, DONG Jinxing, FENG Xiaowei, et al. Research on checking method of secondary operation in smart substation[J]. Electrical Measurement & Instrumentation, 2020, 57 (13): 40- 46, 54.
|
|
| 14 |
张旭升, 李江林, 赵国喜. 智能变电站二次安措防误系统研究与应用[J]. 电力系统保护与控制, 2017, 45 (11): 141- 146.
|
|
ZHANG Xusheng, LI Jianglin, ZHAO Guoxi. Research and application of the anti-misoperation system for the intelligent station secondary equipment security measures[J]. Power System Protection and Control, 2017, 45 (11): 141- 146.
|
|
| 15 | 丁宏成, 袁志, 梁彪, 等. 基于在线监测与诊断的智能变电站二次安措技术[J]. 电工技术, 2019 (23): 48- 50, 85. |
| DING Hongcheng, YUAN Zhi, LIANG Biao, et al. Safety control technology of secondary equipment in smart substation based on on-line monitoring and diagnosis technology[J]. Electric Engineering, 2019 (23): 48- 50, 85. | |
| 16 | 杨嘉, 刘可, 王轩, 等. 智能变电站二次安措及管控技术的研究与应用[J]. 电测与仪表, 2020, 57 (13): 104- 111. |
| YANG Jia, LIU Ke, WANG Xuan, et al. Research and application of secondary safety measures and its management and control of smart substation[J]. Electrical Measurement & Instrumentation, 2020, 57 (13): 104- 111. | |
| 17 |
张海洋, 吕飞鹏, 王永福, 等. 智能变电站二次安措可靠性分析与优化[J]. 电网技术, 2021, 45 (4): 1566- 1573.
|
|
ZHANG Haiyang, LV Feipeng, WANG Yongfu, et al. Reliability analysis and optimization of secondary safety measures for smart substations[J]. Power System Technology, 2021, 45 (4): 1566- 1573.
|
|
| 18 |
唐波, 李耀伟, 叶莉, 等. 基于模糊综合评价法的输电线路山火遥感甄别算法[J]. 中国电力, 2019, 52 (11): 60- 67.
|
|
TANG Bo, LI Yaowei, YE Li, et al. Remote sensing discrimination algorithm for transmission line forest fire based on fuzzy comprehensive evaluation method[J]. Electric Power, 2019, 52 (11): 60- 67.
|
|
| 19 |
LIU S F, FORREST J, YANG Y J. A brief introduction to grey systems theory[J]. Grey Systems: Theory and Application, 2012, 2 (2): 89- 104.
|
| 20 |
WU J P, LI P P, GUO L Y, et al. Fuzzy comprehensive evaluation of hydroviscous drive performance degradation based on improved game theory combination weighting[J]. IEEE Sensors Journal, 2024, 24 (15): 23575- 23584.
|
| 21 |
ZHANG W P, LI B, LIU Z J, et al. Application of improved fuzzy comprehensive evaluation method in karst groundwater quality evaluation: a case study of Cengong county[J]. Earth Science Informatics, 2021, 14 (2): 1101- 1109.
|
| 22 |
ALI Z M, ALQUTHAMI T, ALKHALAF S, et al. Novel hybrid improved bat algorithm and fuzzy system based MPPT for photovoltaic under variable atmospheric conditions[J]. Sustainable Energy Technologies and Assessments, 2022, 52, 102156.
|
| 23 |
欧阳武, 程启超, 金勇, 等. 基于熵权模糊综合评价法的水润滑尾轴承性能评估[J]. 中国机械工程, 2020, 31 (12): 1407- 1414.
|
|
OUYANG Wu, CHENG Qichao, JIN Yong, et al. Performance evaluation of water lubricated stern bearings based on entropy weight fuzzy comprehensive evaluation method[J]. China Mechanical Engineering, 2020, 31 (12): 1407- 1414.
|
|
| 24 |
苏国强, 刘合金, 张林利, 等. 基于模糊评价法的电缆主动检修新策略[J]. 电网与清洁能源, 2024, 40 (11): 54- 63.
|
|
SU Guoqiang, LIU Hejin, ZHANG Linli, et al. Research and application of the new strategy of proactive cable maintenance based on fuzzy evaluation[J]. Power System and Clean Energy, 2024, 40 (11): 54- 63.
|
|
| 25 |
何轩, 潘全科, 高亮. 基于问题特征知识的迭代贪心算法求解多目标零等待流水车间调度问题[J]. 机械工程学报, 2025, 61 (4): 344- 354.
|
|
HE Xuan, PAN Quanke, GAO Liang. Iterated greedy algorithm with problem-specific knowledge for multi-objective No-wait flowshop scheduling problem[J]. Journal of Mechanical Engineering, 2025, 61 (4): 344- 354.
|
|
| 26 | 张海洋. 智能变电站二次安措自动生成及优化[D]. 成都: 四川大学, 2021. |
| ZHANG Haiyang . Automatic generation and optimization of secondary safety measures in smart substation[D]. Chengdu: Sichuan University, 2021. | |
| 27 |
毛万登, 刘善峰, 张琦, 等. 基于渐进式特征优化与融合策略的变电站设备缺陷检测[J]. 浙江电力, 2025, 44 (8): 119- 127.
|
|
MAO Wandeng, LIU Shanfeng, ZHANG Qi, et al. Substation equipment defect detection based on progressive feature optimization and fusion strategy[J]. Zhejiang Electric Power, 2025, 44 (8): 119- 127.
|
|
| 28 |
叶远波, 王吉文, 王贺, 等. 考虑高比例新能源接入的变电站备自投方案改进[J]. 浙江电力, 2025, 44 (2): 75- 83.
|
|
YE Yuanbo, WANG Jiwen, WANG He, et al. Improvement of an ATS scheme for substations considering high new energy penetration[J]. Zhejiang Electric Power, 2025, 44 (2): 75- 83.
|
|
| 29 |
阳斌, 甄家林, 刘玮, 等. 基于COA算法优化大数据传输PDU及TPDU参数的保信主站通信方式[J]. 中国电力, 2025, 58 (6): 83- 89.
|
|
YANG Bin, ZHEN Jialin, LIU Wei, et al. The communication mode of the master station based on COA algorithm to optimize PDU and TPDU parameters of large data transmission[J]. Electric Power, 2025, 58 (6): 83- 89.
|
|
| 30 | 王雷, 楚明月, 王晓华, 等. 基于随机森林的智能变电站一次侧设备运行状态监测方法研究[J]. 电测与仪表, 2024, 61 (7): 184- 190. |
| WANG Lei, CHU Mingyue, WANG Xiaohua, et al. Research on monitoring method of primary equipment operation state in intelligent substation based on random forest[J]. Electrical Measurement & Instrumentation, 2024, 61 (7): 184- 190. | |
| 31 |
叶远波, 王吉文, 孙振兴, 等. 分区协同下适应新一代智能变电站的通信链路故障定位方法[J]. 中国电力, 2025, 58 (9): 79- 87.
|
|
YE Yuanbo, WANG Jiwen, SUN Zhenxing, et al. Communication link fault localization method adapted to new smart substations under partition collaboration[J]. Electric Power, 2025, 58 (9): 79- 87.
|
|
| 32 |
陶军, 钟鸣, 张艺, 等. 基于网络流算法和深度神经网络的智能变电站二次系统故障定位方法[J]. 中国电力, 2025, 58 (9): 68- 78.
|
|
TAO Jun, ZHONG Ming, ZHANG Yi, et al. 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.
|
| [1] | 王辉东, 倪琳娜, 芦鹏飞, 程颖, 吴英俊. 考虑储能动态特性的虚拟电厂多指标融合可靠性评估方法[J]. 中国电力, 2026, 59(1): 33-43. |
| [2] | 徐慧慧, 田云飞, 赵宇洋, 彭婧, 石庆鑫, 成锐. 基于条件生成对抗网络与多智能体强化学习的配电网可靠性评估方法[J]. 中国电力, 2025, 58(4): 230-236. |
| [3] | 朱林, 韩涛, 董颖华, 余雅博, 薛玉龙. 基于时变因素的光伏发电系统可靠性评估[J]. 中国电力, 2023, 56(1): 158-165. |
| [4] | 乔腾, 张益铭, 曹一家, 王力, 袁清. 基于概率可靠性评估的永磁直驱风机低电压穿越控制模型参数辨识[J]. 中国电力, 2021, 54(12): 102-111. |
| [5] | 吴英俊, 范婷婷, 徐昊, 倪明. 考虑天气影响的配电信息物理系统可靠性评估[J]. 中国电力, 2020, 53(4): 59-68. |
| [6] | 李晓, 李满礼, 倪明. 配电信息物理系统分析与控制研究综述[J]. 中国电力, 2020, 53(1): 11-21. |
| [7] | 卢佳. 计及功率平衡含风电的发电系统可靠性评估[J]. 中国电力, 2017, 50(6): 146-151. |
| [8] | 张杰, 王晓刚, 邓智杰, 李东起, 陈国坤. 基于改进网络等值和故障影响矩阵的复杂配电网可靠性评估[J]. 中国电力, 2016, 49(7): 20-26. |
| [9] | 张富春,张富超,黄家栋. 考虑雷电天气的大电力系统可靠性评估[J]. 中国电力, 2016, 49(5): 44-48. |
| [10] | 张巍峰,车延博,林济铿,胡世骏,刘辉,魏文辉,林昌年. 于改进抽样法的电力系统可靠性评估[J]. 中国电力, 2015, 48(5): 56-63. |
| [11] | 宿晓岚, 赵渊, 钟家华, 杨高峰, 张雅维. 大电网可靠性评估的随机响应面法[J]. 中国电力, 2014, 47(8): 1-7. |
| [12] | 谢楚, 张焰, 黄一超. 可靠性成本/效益分析方法在实际电网中的应用[J]. 中国电力, 2013, 46(5): 106-110. |
| 阅读次数 | ||||||
|
全文 |
|
|||||
|
摘要 |
|
|||||


AI小编