

浏览全部资源
扫码关注微信
1.哈尔滨工业大学电气工程及自动化学院,黑龙江省哈尔滨市 150001
2.国网电力科学研究院有限公司(南瑞集团有限公司),江苏省南京市 211106
Received:20 May 2024,
Revised:2024-10-12,
Published Online:21 November 2024,
Published:25 February 2025
移动端阅览
常康,薛禹胜,郁琛等.整体还原论视角下的输电线路复合灾害故障率评估——(二)算法及应用[J].电力系统自动化,2025,49(4):32-41.
CHANG Kang,XUE Yusheng,YU Chen,et al.Evaluation of Compound-disaster Failure Rate for Transmission Lines from Perspective of Whole Reductionism Thinking —Part Two Algorithm and Application[J].Automation of Electric Power Systems,2025,49(4):32-41.
常康,薛禹胜,郁琛等.整体还原论视角下的输电线路复合灾害故障率评估——(二)算法及应用[J].电力系统自动化,2025,49(4):32-41. DOI: 10.7500/AEPS20240520003.
CHANG Kang,XUE Yusheng,YU Chen,et al.Evaluation of Compound-disaster Failure Rate for Transmission Lines from Perspective of Whole Reductionism Thinking —Part Two Algorithm and Application[J].Automation of Electric Power Systems,2025,49(4):32-41. DOI: 10.7500/AEPS20240520003.
针对灾种孤立分析难以适应电网复杂外部环境时变性与耦合性的问题,系列论文的首篇建立了基于整体还原论(WRT)的灾害综合分析框架。作为续篇,文中提出了一种基于灾害综合分析的输电线路故障率在线评估算法。首先,根据气象灾害态势时间序列的粗粒化特征,对复合灾害状态和趋势进行分类编码。其次,通过划分复合灾害区、复合地理特征区、复合灾害与地理特征重叠区,提出线路段粒度自适应划分方法。然后,根据“离线按分类特征优化、在线按实际灾情执行”的机制,评估每类复合灾害态势下每个线路段的故障率,再将复合灾害的致灾过程看作一个整体,聚合线路段故障率得到每条线路的故障率时间序列。最后,以中国某省实际电网运行数据为例,验证了所提方法的有效性。
In response to the problem that the disaster-type independent analysis is difficult to adapt to the time-varying and coupling characteristics of the complex external environment of the power grid
the first paper in the series established a comprehensive disaster analysis framework based on whole reductionism thinking (WRT). As a sequel
an online evaluation algorithm of failure rate for transmission lines based on comprehensive disaster analysis is proposed. Firstly
according to the coarse-grained characteristics of the time series of the meteorological disaster status and trends
the compound-disaster status and trends are classified and encoded. Secondly
by dividing compound disaster areas
compound geographic feature areas
and overlapping areas of compound disasters and geographic features
a granularity adaptive division method for line segments is proposed. Then
according to the mechanism of “offline optimization based on classification features
and online execution based on actual disaster situations”
the failure rate of each line segment under each type of compound-disaster status and trends is evaluated. Taking the disaster causing process of compound disasters as a whole
the time series of failure rate of each transmission line is obtained by aggregating the failure rates of line segments. Finally
the effectiveness of the proposed method is verified by taking the actual power grid operation data of a certain province in China as a case.
International Energy Agency . Electricity grids and secure energy transition [R/OL]. [ 2023-10-30 ]. https://www.iea.org/reports/electricity-grids-and-secure-energy-transitions https://www.iea.org/reports/electricity-grids-and-secure-energy-transitions .
Department of Energy . Grid resilience and innovation partnerships (GRIP) program projects [EB/OL]. [ 2023-10-30 ]. https://www.energy.gov/gdo/grid-resilience-and-innovation-partnerships-grip-program-projects https://www.energy.gov/gdo/grid-resilience-and-innovation-partnerships-grip-program-projects .
国家发展改革委 国家能源局关于加强新形势下电力系统稳定工作的指导意见 [EB/OL].[ 2023-10-30 ]. https://www.ndrc.gov.cn/xxgk/zcfb/tz/202310/t20231025_1361514.html https://www.ndrc.gov.cn/xxgk/zcfb/tz/202310/t20231025_1361514.html .
Guiding opinions of National Development and Reform Commission and National Energy Administration on strengthening stability of power system under the new situation [EB/OL]. [ 2023-10-30 ]. https://www.ndrc.gov.cn/xxgk/zcfb/tz/202310/t20231025_1361514.html https://www.ndrc.gov.cn/xxgk/zcfb/tz/202310/t20231025_1361514.html .
国家电网有限公司 . 国家电网公司第四届职工代表大会第四次会议暨2024年工作会议召开 [EB/OL].[ 2024-02-25 ]. http://www.sgcc.com.cn/html/sgcc/col2023020901/2024-01/12/20240112212904874900585_1.shtml http://www.sgcc.com.cn/html/sgcc/col2023020901/2024-01/12/20240112212904874900585_1.shtml .
State Grid Corporation of China . The Fourth Session of the Fourth Workers’ Congress and the 2024 Work Conference of State Grid Corporation of China were held [EB/OL]. [ 2024-02-25 ]. http://www.sgcc.com.cn/html/sgcc/col2023020901/2024-01/12/20240112212904874900585_1.shtml http://www.sgcc.com.cn/html/sgcc/col2023020901/2024-01/12/20240112212904874900585_1.shtml .
XU L , FENG K R , LIN N , et al . Resilience of renewable power systems under climate risks [J]. Nature Reviews Electrical Engineering , 2024 , 1 ( 1 ): 53 - 66 .
胡博 , 谢开贵 , 邵常政 , 等 . 双碳目标下新型电力系统风险评述:特征、指标及评估方法 [J]. 电力系统自动化 , 2023 , 47 ( 5 ): 1 - 15 .
HU Bo , XIE Kaigui , SHAO Changzheng , et al . Commentary on risk of new power system under goals of carbon emission peak and carbon neutrality: characteristics, indices and assessment methods [J]. Automation of Electric Power Systems , 2023 , 47 ( 5 ): 1 - 15 .
XUE Y S , YU X H . Beyond smart grid—cyber-physical-social system in energy future [J]. Proceedings of the IEEE , 2017 , 105 ( 12 ): 2290 - 2292 .
薛禹胜 . 涌现机制的研究框架——系统模型与其仿真轨迹深度融合的整体还原论 [C]// 第八届紫金论电学术研讨会 , 2023年8 月11日, 中国南京 .
XUE Yusheng . A research framework for mechanisms of emergence phenomena—whole reductionism thinking (WRT) based on integrating models with trajectories [C]// The 8th Purple Mountain Forum , August 11 , 2023, Nanjing, China .
薛禹胜 . 整体还原思维与语言模型技术在复杂性研究中的携手 [C]// 第15届中国智能电网学术研讨会 , 2024年4 月27日, 中国上海 .
XUE Yusheng . Combination of whole reductionism thinking and language modeling techniques in complexity research [C]// The 15th China Smart Grid Academic Symposium , April 27 , 2024, Shanghai , China .
薛禹胜 , 常康 , 郁琛 , 等 . 整体还原论视角下的输电线路复合灾害故障率评估——(一)框架设计 [J]. 电力系统自动化 , 2025 , 49 ( 1 ): 19 - 31 .
XUE Yusheng , CHANG Kang , YU Chen , et al . Evaluation of compound-disaster failure rate for transmission lines from perspective of whole reductionism thinking—Part one framework design [J]. Automation of Electric Power Systems , 2025 , 49 ( 1 ): 19 - 31 .
中国气象局 . 全国气象发展“十四五”规划 [EB/OL].[ 2023-10-30 ]. https://www.cma.gov.cn/zfxxgk/gknr/ghjh/202112/t20211208_4295610.html https://www.cma.gov.cn/zfxxgk/gknr/ghjh/202112/t20211208_4295610.html .
China Meteorological Administration . The “14th Five Year Plan” for national meteorological development [EB/OL]. [ 2023-10-30 ]. https://www.cma.gov.cn/zfxxgk/gknr/ghjh/202112/t20211208_4295610.html https://www.cma.gov.cn/zfxxgk/gknr/ghjh/202112/t20211208_4295610.html .
“十四五”公共安全与防灾减灾科技创新专项规划 [EB/OL].[ 2023-10-30 ]. https://www.most.gov.cn/xxgk/xinxifenlei/fdzdgknr/fgzc/gfxwj/gfxwj2022/202211/t20221110_183375.html https://www.most.gov.cn/xxgk/xinxifenlei/fdzdgknr/fgzc/gfxwj/gfxwj2022/202211/t20221110_183375.html .
Special plan for technological innovation in public safety and disaster prevention and reduction during the “14th Five Year Plan” period [EB/OL]. [ 2023-10-30 ]. https://www.most.gov.cn/xxgk/xinxifenlei/fdzdgknr/fgzc/gfxwj/gfxwj2022/202211/t20221110_183375.html https://www.most.gov.cn/xxgk/xinxifenlei/fdzdgknr/fgzc/gfxwj/gfxwj2022/202211/t20221110_183375.html .
国家市场监督管理总局 , 中国国家标准化管理委员会 . 基于雷电定位系统的雷电临近预警技术规范 : GB/T 40619—2021 [S]. 北京 : 中国标准出版社 , 2021 .
State Administration for Market Regulation , Standardization Administration of the People’s Republic of China . Technical specification for lightning nowcasting and warning based on lightning location system : GB/T 40619—2021 [S]. Beijing : Standards Press of China , 2021 .
陆佳政 , 皮新宇 , 朱思国 , 等 . 新型电力系统源网设备典型外部灾害防治挑战与展望 [J]. 新型电力系统 , 2024 , 2 ( 1 ): 36 - 51 .
LU Jiazheng , PI Xinyu , ZHU Siguo , et al . Challenges and prospects in prevention and control of typical external disasters power generation and network equipments in the new type power systems [J]. New Type Power Systems , 2024 , 2 ( 1 ): 36 - 51 .
陆佳政 . 电网覆冰灾害及防治技术 [M]. 北京 : 中国电力出版社 , 2016 .
LU Jiazheng . Icing disaster in power grid and its prevention technology [M]. Beijing : China Electric Power Press , 2016 .
国家质量监督检验检疫总局 , 中国国家标准化管理委员会 . 架空输电线路在线监测装置通用技术规范 : GB/T 35697—2017 [S]. 北京 : 中国标准出版社 , 2017 .
General Administration of Quality Supervision , Inspection and Quarantine of the People’s Republic of China , Standardization Administration of the People’s Republic of China . General technical specification for on-line monitoring device on overhead transmission lines : GB/T 35697—2017 [S]. Beijing : Standards Press of China , 2017 .
张康聪 . 地理信息系统导论 [M]. 9版 . 北京 : 科学出版社 , 2019 .
CHANG K T . Introduction to geographic information systems [M]. 9th ed . Beijing : Science Press , 2019 .
王国春 , 许洪强 , 冯长有 , 等 . 新一代在线安全分析技术架构及未来展望 [J]. 电力系统自动化 , 2023 , 47 ( 24 ): 110 - 120 .
WANG Guochun , XU Hongqiang , FENG Changyou , et al . Technical architecture and future prospect for new generation of online security analysis [J]. Automation of Electric Power Systems , 2023 , 47 ( 24 ): 110 - 120 .
郁琛 , 常康 , 刘韶峰 , 等 . 关于电力系统极端外部灾害主动防御技术的评述 [J]. 四川电力技术 , 2023 , 46 ( 2 ): 8 - 14 .
YU Chen , CHANG Kang , LIU Shaofeng , et al . A review on active defense technology of extreme external disasters in power system [J]. Sichuan Electric Power Technology , 2023 , 46 ( 2 ): 8 - 14 .
王昊昊 , 徐泰山 , 李碧君 , 等 . 自适应自然环境的电网安全稳定协调防御系统的应用设计 [J]. 电力系统自动化 , 2014 , 38 ( 9 ): 143 - 151 .
WANG Haohao , XU Taishan , LI Bijun , et al . Design of coordinated prevention system in self-adapting natural environment for safety and stability of power grid [J]. Automation of Electric Power Systems , 2014 , 38 ( 9 ): 143 - 151 .
陈宁 , 薛禹胜 , 丁杰 , 等 . 风速时间序列的符号化描述 [J]. 电力系统自动化 , 2017 , 41 ( 11 ): 33 - 38 .
CHEN Ning , XUE Yusheng , DING Jie , et al . Symbolizing for wind speed time series [J]. Automation of Electric Power Systems , 2017 , 41 ( 11 ): 33 - 38 .
向馗 , 蒋静坪 . 时间序列的符号化方法研究 [J]. 模式识别与人工智能 , 2007 , 20 ( 2 ): 154 - 161 .
XIANG Kui , JIANG Jingping . Study on symbolization analysis of time series [J]. Pattern Recognition and Artificial Intelligence , 2007 , 20 ( 2 ): 154 - 161 .
国家质量监督检验检疫总局 , 中国国家标准化管理委员会 . 气象灾害预警信号图标 : GB/T 27962—2011 [S]. 北京 : 中国标准出版社 , 2012 .
General Administration of Quality Supervision , Inspection and Quarantine of the People’s Republic of China , Standardization Administration of the People’s Republic of China . Graphical symbols for meteorological disaster warning signal icon : GB/T 27962—2011 [S]. Beijing : Standards Press of China , 2012 .
陈彬 , 倪明 , 周霞 , 等 . 极端灾害下基于时空网格的配电网多源数据融合方法 [J]. 中国电力 , 2019 , 52 ( 11 ): 77 - 84 .
CHEN Bin , NI Ming , ZHOU Xia , et al . Multi-source data fusion method for distribution network based on spatiotemporal grid under extreme disasters [J]. Electric Power , 2019 , 52 ( 11 ): 77 - 84 .
中华人民共和国住房和城乡建设部 . 110 kV~750 kV架空输电线路设计规范 : GB 50545—2010 [S]. 北京 : 中国计划出版社 , 2010 .
Ministry of Housing and Urban-Rural Development of the People’s Republic of China . Code for design of 110 kV~750 kV overhead transmission line : GB 50545—2010 [S]. Beijing : China Planning Press , 2010 .
薛禹胜 , 吴勇军 , 谢云云 , 等 . 复合自然灾害下的电力系统稳定性分析 [J]. 电力系统自动化 , 2016 , 40 ( 4 ): 10 - 18 .
XUE Yusheng , WU Yongjun , XIE Yunyun , et al . Power system stability analysis for intercurrent natural disasters [J]. Automation of Electric Power Systems , 2016 , 40 ( 4 ): 10 - 18 .
谢云云 , 薛禹胜 , 文福拴 , 等 . 冰灾对输电线故障率影响的时空评估 [J]. 电力系统自动化 , 2013 , 37 ( 18 ): 32 - 41 .
XIE Yunyun , XUE Yusheng , WEN Fushuan , et al . Space-time evaluation for impact of ice disaster on transmission line fault probability [J]. Automation of Electric Power Systems , 2013 , 37 ( 18 ): 32 - 41 .
欧阳森 , 陈义森 , 杨墨缘 , 等 . 输电线路微气象跳闸预警及成因量化分析 [J]. 华南理工大学学报(自然科学版) , 2022 , 50 ( 2 ): 102 - 110 .
OUYANG Sen , CHEN Yisen , YANG Moyuan , et al . Microclimate-based tripping warning of transmission line and quantitative analysis of causes [J]. Journal of South China University of Technology (Natural Science Edition) , 2022 , 50 ( 2 ): 102 - 110 .
何迪 , 章禹 , 郭创新 , 等 . 一种面向风险评估的输电线路故障概率模型 [J]. 电力系统保护与控制 , 2017 , 45 ( 7 ): 69 - 76 .
HE Di , ZHANG Yu , GUO Chuangxin , et al . Failure probability model of transmission lines for risk assessment [J]. Power System Protection and Control , 2017 , 45 ( 7 ): 69 - 76 .
杨才明 , 项中明 , 谢栋 , 等 . 多因素驱动架空线路故障率模型 [J]. 电力系统保护与控制 , 2018 , 46 ( 12 ): 9 - 15 .
YANG Caiming , XIANG Zhongming , XIE Dong , et al . Multi-drive overhead-line failure rate model [J]. Power System Protection and Control , 2018 , 46 ( 12 ): 9 - 15 .
丛伟 , 胡亮亮 , 孙世军 , 等 . 基于改进深度降噪自编码网络的电网气象防灾方法 [J]. 电力系统自动化 , 2019 , 43 ( 2 ): 42 - 49 .
CONG Wei , HU Liangliang , SUN Shijun , et al . Meteorological disaster prevention method for power grid based on improved stacked denoising auto-encoder network [J]. Automation of Electric Power Systems , 2019 , 43 ( 2 ): 42 - 49 .
谢云云 , 薛禹胜 , 王昊昊 , 等 . 电网雷击故障概率的时空在线预警 [J]. 电力系统自动化 , 2013 , 37 ( 17 ): 44 - 51 .
XIE Yunyun , XUE Yusheng , WANG Haohao , et al . Space-time early-warning of power grid fault probability by lightning [J]. Automation of Electric Power Systems , 2013 , 37 ( 17 ): 44 - 51 .
0
Views
1
下载量
1
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621