信息驱动的电网暂态稳定智能分析器构建及应用

赵高尚; 刘道伟; 杨红英; 郜燊; 杨学涛; 许鹏飞; 杜三恩; 刘开欣

doi:10.19725/j.cnki.1007-2322.2023.0359

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信息驱动的电网暂态稳定智能分析器构建及应用

新能源电力系统 | 更新时间：2025-10-22

- 信息驱动的电网暂态稳定智能分析器构建及应用
- Construction and Application of Information Driven Transient Stability Intelligent Analyzer for Power Grid
- 现代电力 2025年42卷第5期页码：937-946
- 作者机构：
  
  中国电力科学研究院有限公司, 北京市海淀区,100192
- 作者简介：
  
  [ "赵高尚(1993)，男，硕士，工程师，研究方向为电力系统稳定分析及电力大数据在电力系统中的应用研究，E-mail：2744823743@qq.com" ]
  [ "刘道伟(1977)，男，博士，正高级工程师，主要从事响应式稳定态势量化评估与自适应控制，E-mail：liudaowei@epri.sgcc.com.cn" ]
  [ "杨红英(1980)，女，博士，高级工程师，主要从事负荷预测、智能诊断、信息驱动的大电网安全稳定分析研究工作，E-mail：yanghongying@epri.sgcc.com.cn" ]
  [ "郜燊(1996)，男，硕士研究生，主要从事电力系统稳定分析与控制，E-mail：982891215@qq.com" ]
  [ "杨学涛(1985)，男，硕士，高级工程师，研究方向为电力系统仿真分析与软件开发，E-mail：xuetaoyoung@163.com" ]
  [ "许鹏飞(1989)，男，博士，高级工程师，主要从事电力系统稳定分析与控制，E-mail：xupengfei@epri.sgcc.com.cn" ]
  [ "杜三恩(1982)，男，硕士，高级工程师，主要从事电力系统仿真分析与软件开发，E-mail：dusanen@epri.sgcc.com.cn" ]
  [ "刘开欣(1993)，女，硕士，工程师，主要从事电力系统仿真建模与分析，E-mail：liukaixin@epri.sgcc.com.cn" ]
- 基金信息：
  
  中国电力科学研究院有限公司科技创新基金(XT83-21-013)。
- DOI：10.19725/j.cnki.1007-2322.2023.0359
  中图分类号： 5
- 纸质出版：2025
- 稿件说明：
移动端阅览
赵高尚, 刘道伟, 杨红英, 等. 信息驱动的电网暂态稳定智能分析器构建及应用[J]. 现代电力, 2025,42(5):937-946.

ZHAO Gaoshang, LIU Daowei, YANG Hongying, et al. Construction and Application of Information Driven Transient Stability Intelligent Analyzer for Power Grid[J]. 2025, 42(5): 937-946.
赵高尚, 刘道伟, 杨红英, 等. 信息驱动的电网暂态稳定智能分析器构建及应用[J]. 现代电力, 2025,42(5):937-946. DOI： 10.19725/j.cnki.1007-2322.2023.0359.

ZHAO Gaoshang, LIU Daowei, YANG Hongying, et al. Construction and Application of Information Driven Transient Stability Intelligent Analyzer for Power Grid[J]. 2025, 42(5): 937-946. DOI： 10.19725/j.cnki.1007-2322.2023.0359.

摘要

暂态稳定智能分析是大电网在线智能安全防御的重要组成部分。为提高运行环境下大电网暂态安全稳定态势智能评估与自适应防控的时效性和智能化水平，该文从信息驱动的视角，提出大电网暂态稳定智能分析器构建方案，并详细介绍所涉及的核心业务算法及电网稳定态势图谱可视化展示技术。最后，结合电网安全防控应用场景，开展相关技术测试，帮助运行人员快速、准确地掌握电网运行态势，提升大电网暂态稳定在线安全防控水平。该文的研究工作有助于提高电网稳定态势智能评估与安全防控的时效性、灵活性和智能化水平，对促进人工智能技术在电网调控场景的探索和应用具有积极作用。

Abstract

The intelligent transient stability analysis plays a crucial role in the online intelligent security defense of large power grid. In this paper

we propose a construction scheme of intelligent transient stability analyzer of large power grid from the perspective of information driven to improve the timeliness and intelligence level of intelligent assessment and adaptive prevention and control of large power grid transient stability situation in the operating environment. In addition

we introduce the core business algorithm and visualization display technology of power system stability situation map in detail. Finally

based on actual power grid application scenarios

relevant technology testing and analysis were carried out

the dispatching and operation personnel can quickly and accurately comprehend the power grid operation status

thereby enhancing the online security prevention and control level of large power grid transient stability. The textual work contributes to improving the timeliness

flexibility and intelligent level of intelligent assessment in power grid stability situation and security prevention and control. It plays a positive role in promoting the exploration and application of artificial intelligence technology in power grid regulation scenarios.

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references

SHU Yinbiao, CHEN Guoping, HE Jingbo, et al. Building a new electric power system based on new energy sources[J]. Strategic Study of CAE, 2021, 23(6): 61−69(in Chinese).

舒印彪, 陈国平, 贺静波, 等. 构建以新能源为主体的新型电力系统框架研究[J]. 中国工程科学, 2021, 23(6): 61−69.

LIU Daowei, ZHANG Dongxia, SUN Huadong, et al. Construction of stability situation quantitative assessment and adaptive control system for large-scale power grid in the spatio-temporal big data environment[J]. Proceedings of the CSEE, 2015, 35(2): 268−276(in Chinese).

刘道伟, 张东霞, 孙华东, 等. 时空大数据环境下的大电网稳定态势量化评估与自适应防控体系构建[J]. 中国电机工程学报, 2015, 35(2): 268−276.

IEA. World energy outlook 2021[R]. Paris: IEA, 2021.

DONG Xinzhou, TANG Yong, BU Guangquan, et al. Problems and challenges in the safe operation of large AC-DC hybrid power grid[J]. Proceedings of the CSEE, 2019, 39(11): 3107−3119(in Chinese).

董新洲, 汤涌, 卜广全, 等. 大型交直流混联电网安全运行面临的问题与挑战[J]. 中国电机工程学报, 2019, 39(11): 3107−3119.

YANG Jinhai, WU Jiahui, SANIYE·Maihemuti, et al. Research on security evaluation of power system with new energy[J]. Modern Electric Power, 2023, 40(5): 651−659(in Chinese).

杨金海, 武家辉, 萨妮耶·麦合木提, 等. 含新能源的电力系统安全性评估[J]. 现代电力, 2023, 40(5): 651−659.

ZHANG Xiaohua, LIU Daowei, LI Baiqing, et al. Concept of intelligent panoramic system and its application system in modern power grid[J]. Proceedings of the CSEE, 2019, 39(10): 2885−2894(in Chinese).

张晓华, 刘道伟, 李柏青, 等. 智能全景系统概念及其在现代电网中的应用体系[J]. 中国电机工程学报, 2019, 39(10): 2885−2894.

XU Hongqiang. Architecture of dispatching and control cloud and its application prospect[J]. Power System Technology, 2017, 41(10): 3104−3111(in Chinese).

许洪强. 调控云架构及应用展望[J]. 电网技术, 2017, 41(10): 3104−3111.

XIN Yaozhong, SHI Junjie, ZHOU Jingyang, et al. Technology development trends of smart grid dispatching and control systems[J]. Automation of Electric Power Systems, 2015, 39(1): 2−8(in Chinese).

辛耀中, 石俊杰, 周京阳, 等. 智能电网调度控制系统现状与技术展望[J]. 电力系统自动化, 2015, 39(1): 2−8.

WANG Jiye, LIU Daowei, MA Shiying, et al. Information-driven global energy internet panoramic security defense system[J]. Electric Power Information and Communication Technology, 2016, 14(3): 13−19(in Chinese).

王继业, 刘道伟, 马世英, 等. 信息驱动的全球能源互联网全景安全防御系统[J]. 电力信息与通信技术, 2016, 14(3): 13−19.

LI Baiqing, LIU Daowei, QIN Xiaohui, et al. Concept and theory framework of panoramic security defense for bulk power system driven by information[J]. Proceedings of the CSEE, 2016, 36(21): 5796−5805(in Chinese).

李柏青, 刘道伟, 秦晓辉, 等. 信息驱动的大电网全景安全防御概念及理论框架[J]. 中国电机工程学报, 2016, 36(21): 5796−5805.

ZHENG Hengfeng, LIU Daowei, LI Baiqing, et al. Grid bus spatial-temporal linkage assessment based on geometric characteristics of voltage phasor trajectories[J]. Power System Technology, 2020, 44(1): 9−18(in Chinese).

郑恒峰, 刘道伟, 李柏青, 等. 基于电压相量轨迹几何特征的电网节点时空关联特性评估[J]. 电网技术, 2020, 44(1): 9−18.

SHI Fashun, WU Junyong, WU Haoyan, et al. Integrated evaluation of power system transient power angle and transient voltage stability margin based on deep learning[J]. Power System Technology, 2023, 47(2): 731−740(in Chinese).

史法顺, 吴俊勇, 吴昊衍, 等. 基于深度学习的电力系统暂态功角与暂态电压稳定裕度一体化评估[J]. 电网技术, 2023, 47(2): 731−740.

XIE Y Z, LI C G, ZHANG H X, et al. Long-term frequency stability assessment based on extended frequency response model[J]. IEEE Access, 2020, 8: 122444−122455.

HAGMAR H, TONG L, ERIKSSON R, et al. Voltage instability prediction using a deep recurrent neural network[J]. IEEE Transactions on Power Systems, 2021, 36(1): 17−27.

WANG Q, LI F, TANG Y, et al. Integrating model-driven and data-driven methods for power system frequency stability assessment and control[J]. IEEE Transactions on Power Systems, 2019, 34(6): 4557−4568.

SUN M Y, KONSTANTELOS I, STRBAC G. A deep learning-based feature extraction framework for system security assessment[J]. IEEE Transactions on Smart Grid, 2019, 10(5): 5007−5020.

ZHANG Hong, JING Xin, RUAN Mengyu, et al. A method of fast eliminating transmission section overload based on knowledge graph in large-scale AC-DC power grids[J]. Modern Electric Power, 2021, 38(4): 455−464(in Chinese).

张虹, 景欣, 阮梦宇, 等. 基于知识图谱的交直流大电网断面越限处置策略快速生成方法[J]. 现代电力, 2021, 38(4): 455−464.

SUN Shuming, XIE Chang, LÜ Ying, et al. Power system online security and stability analysis application modes[J]. Power System Technology, 2015, 39(10): 2875−2881(in Chinese).

孙树明, 谢昶, 吕颖, 等. 电力系统在线安全稳定分析应用模式[J]. 电网技术, 2015, 39(10): 2875−2881.

QIAO Liang, YANG Li, ZHENG Liang, et al. On-line security and stability analysis with pre-alarm and decision-making supporting system for regional power grids[J]. Power System Protection and Control, 2016, 44(24): 164−169(in Chinese).

乔亮, 杨丽, 郑亮, 等. 地区电网在线安全稳定预警与辅助决策系统[J]. 电力系统保护与控制, 2016, 44(24): 164−169.

XIN Baoan, LI Mingjie, HE Jingbo, et al. Research on security defense system of new power system[J]. Proceedings of the CSEE, 2023, 43(15): 5723−5732(in Chinese).

辛保安, 李明节, 贺静波, 等. 新型电力系统安全防御体系探究[J]. 中国电机工程学报, 2023, 43(15): 5723−5732.

LIU Daowei, MA Shiying, LI Baiqing, et a1. Quantitative method for on-line power system transient stability assessment based on response information[J]. Proceedings of the CSEE, 2013, 33(4): 85−95+12(in Chinese).

刘道伟, 马世英, 李柏青, 等. 基于响应的电网暂态稳定态势在线量化评估方法[J]. 中国电机工程学报, 2013, 33(4): 85−95+12.

GU Zhuoyuan, TANG Yong, ZHANG Jian, et al. Real-time power system transient stability emergency control scheme based on the relative kinetic energy[J]. Proceedings of the CSEE, 2014, 34(7): 1095−1102(in Chinese).

顾卓远, 汤涌, 张健, 等. 基于相对动能的电力系统暂态稳定实时紧急控制方案[J]. 中国电机工程学报, 2014, 34(7): 1095−1102.

ZHANG Xiaohua, LIU Daowei, LV Xianjin, et al. Modeling and management of large power grid stability situation knowledge graph based on time-varying graph[J]. Electric Power Information and Communication Technology, 2023, 21(3): 1−9(in Chinese).

张晓华, 刘道伟, 吕先进, 等. 基于时变图的大电网稳定态势知识图谱建模及管理技术[J]. 电力信息与通信技术, 2023, 21(3): 1−9.

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