

浏览全部资源
扫码关注微信
输配电装备及系统安全与新技术国家重点实验室(重庆大学),重庆市 400044
Received:03 August 2022,
Revised:2022-11-11,
Published Online:13 January 2023,
Published:10 March 2023
移动端阅览
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.
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. DOI: 10.7500/AEPS20220803002.
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. DOI: 10.7500/AEPS20220803002.
“碳达峰∙碳中和”目标下,中国将建立以风、光等新能源为主体的新型电力系统。随着能源结构和系统形态的改变,电力系统供需双侧的不确定性将显著增强,供需失配等系统风险将愈发突出。准确评估系统风险水平对新型电力系统的规划和运行都具有重要意义。文中分析了新型电力系统的典型风险特征,论述了一套适用于新型电力系统的风险评估理论体系。首先,梳理了描述系统风险的三级风险指标体系,涵盖了供需失配的上行和下行风险以及碳排放相关的风险;然后,总结了体现新型电力系统风险特征的风险评估方法,在状态产生环节刻画多源风险因素,在状态分析环节计算多级风险指标;最后,探讨了与风险评估有机融合的系统薄弱环节辨识方法,为风险预控提供量化决策依据。
Under the goals of “carbon emission peak and carbon neutrality”
China is building a new power system with wind
photovoltaic and other renewable energy as dominant sources. With the change of energy structure and system form
the uncertainty on both sides of supply and demand of the power systems will be significantly enhanced
and system risks such as supply and demand mismatch will become more prominent. Accurate assessment of system risk level is of great significance to the planning and operation of the new power system. The typical risk characteristics of the new power system are analyzed
and a risk assessment framework for the new power system is illustrated. First
a three-level risk index system is sorted out to describe the systematic risks
which covers the upstream and downstream risks of supply and demand mismatch and risks related to carbon emissions. Then
a risk assessment method that reflects the risk characteristics of the new power system is investigated
in which the multi-source risk factors are characterized in the system state generation phase and the multi-level risk indices are calculated in the state analysis phase. Finally
through organically integrating with the risk assessment
an identification method for the weak link of the new power system is discussed to provide quantitative decision-making basis for the risk pre-control.
赵冉 . 构建以新能源为主体的新型电力系统 [N]. 中国电力报 , 2021-04-01 (02).
ZHAO Ran . Building a new power system with renewable energy as the main body [N]. China Electric Power News , 2021-04-01 (02).
鲁宗相 , 李海波 , 乔颖 . 含高比例可再生能源电力系统灵活性规划及挑战 [J]. 电力系统自动化 , 2016 , 40 ( 13 ): 147 - 158 .
LU Zongxiang , LI Haibo , QIAO Ying . Power system flexibility planning and challenges considering high proportion of renewable energy [J]. Automation of Electric Power Systems , 2016 , 40 ( 13 ): 147 - 158 .
鲁宗相 , 李海波 , 乔颖 . 高比例可再生能源并网的电力系统灵活性评价与平衡机理 [J]. 中国电机工程学报 , 2017 , 37 ( 1 ): 9 - 20 .
LU Zongxiang , LI Haibo , QIAO Ying . Flexibility evaluation and supply/demand balance principle of power system with high-penetration renewable electricity [J]. Proceedings of the CSEE , 2017 , 37 ( 1 ): 9 - 20 .
徐潇源 , 王晗 , 严正 , 等 . 能源转型背景下电力系统不确定性及应对方法综述 [J]. 电力系统自动化 , 2021 , 45 ( 16 ): 2 - 13 .
XU Xiaoyuan , WANG Han , YAN Zheng , et al . Overview of power system uncertainty and its solutions under energy transition [J]. Automation of Electric Power Systems , 2021 , 45 ( 16 ): 2 - 13 .
王锡凡 , 肖云鹏 , 王秀丽 . 新形势下电力系统供需互动问题研究及分析 [J]. 中国电机工程学报 , 2014 , 34 ( 29 ): 5018 - 5028 .
WANG Xifan , XIAO Yunpeng , WANG Xiuli . Study and analysis on supply-demand interaction of power systems under new circumstances [J]. Proceedings of the CSEE , 2014 , 34 ( 29 ): 5018 - 5028 .
孙宇军 , 王岩 , 王蓓蓓 , 等 . 考虑需求响应不确定性的多时间尺度源荷互动决策方法 [J]. 电力系统自动化 , 2018 , 42 ( 2 ): 106 - 113 .
SUN Yujun , WANG Yan , WANG Beibei , et al . Multi-time scale decision method for source-load interaction considering demand response uncertainty [J]. Automation of Electric Power Systems , 2018 , 42 ( 2 ): 106 - 113 .
葛晓琳 , 史亮 , 刘亚 , 等 . 考虑需求响应不确定性的电动汽车负荷Sigmoid云模型预测 [J]. 中国电机工程学报 , 2020 , 40 ( 21 ): 6913 - 6925 .
GE Xiaolin , SHI Liang , LIU Ya , et al . Load forecasting of electric vehicles based on Sigmoid cloud model considering the uncertainty of demand response [J]. Proceedings of the CSEE , 2020 , 40 ( 21 ): 6913 - 6925 .
钟海旺 , 张广伦 , 程通 , 等 . 美国得州2021年极寒天气停电事故分析及启示 [J]. 电力系统自动化 , 2022 , 46 ( 6 ): 1 - 9 .
ZHONG Haiwang , ZHANG Guanglun , CHENG Tong , et al . Analysis and enlightenment of extremely cold weather power outage in Texas, US in 2021 [J]. Automation of Electric Power Systems , 2022 , 46 ( 6 ): 1 - 9 .
文云峰 , 杨伟峰 , 汪荣华 , 等 . 构建100%可再生能源电力系统述评与展望 [J]. 中国电机工程学报 , 2020 , 40 ( 6 ): 1843 - 1856 .
WEN Yunfeng , YANG Weifeng , WANG Ronghua , et al . Review and prospect of toward 100% renewable energy power systems [J]. Proceedings of the CSEE , 2020 , 40 ( 6 ): 1843 - 1856 .
LI W Y . Risk assessment of power systems: models, methods, and applications [M]. Hoboken, USA : John Wiley & Sons, Inc. , 2004 .
王志欣 , 王明强 , 杨明 , 等 . 考虑风电备用可靠性的电力系统备用优化 [J/OL]. 电力系统自动化 : 1 - 9 [ 2022-10-25 ]. http://kns.cnki.net/kcms/detail/32.1180.TP.20221021.1721.004.html http://kns.cnki.net/kcms/detail/32.1180.TP.20221021.1721.004.html .
WANG Zhixing , WANG Mingqiang , YANG Ming , et al . Reserve optimization for power system considering reliability of wind power reserve [J/OL]. Automation of Electric Power Systems : 1 - 9 [ 2022-10-25 ]. http://kns.cnki.net/kcms/detail/32.1180.TP.20221021.1721.004.html http://kns.cnki.net/kcms/detail/32.1180.TP.20221021.1721.004.html .
王一枫 , 汤伟 , 刘路登 , 等 . 电网运行风险评估与定级体系的构建及应用 [J]. 电力系统自动化 , 2015 , 39 ( 8 ): 141 - 148 .
WANG Yifeng , TANG Wei , LIU Ludeng , et al . Construction and application of power grid operation risk assessment and rating system [J]. Automation of Electric Power Systems , 2015 , 39 ( 8 ): 141 - 148 .
吴熙 , 王梦婷 , 王亮 , 等 . 考虑UPFC控制模式的 N -1安全约束最优潮流及应用 [J]. 电力系统自动化 , 2020 , 44 ( 9 ): 43 - 51 .
WU Xi , WANG Mengting , WANG Liang , et al . N -1 security constrained optimal power flow considering control modes of unified power flow controller and its application [J]. Automation of Electric Power Systems , 2020 , 44 ( 9 ): 43 - 51 .
丁一 , 江艺宝 , 宋永华 , 等 . 能源互联网风险评估研究综述:(一)物理层面 [J]. 中国电机工程学报 , 2016 , 36 ( 14 ): 3806 - 3817 .
DING Yi , JIANG Yibao , SONG Yonghua , et al . Review of risk assessment for energy Internet: Part Ⅰ physical level [J]. Proceedings of the CSEE , 2016 , 36 ( 14 ): 3806 - 3817 .
孟琰 , 肖居承 , 洪居华 , 等 . 计及需求响应不确定性的节点负荷准线:概念与模型 [J/OL]. 电力系统自动化 : 1 - 17 [ 2022-10-25 ]. http://kns.cnki.net/kcms/detail/32.1180.tp.20221019.1643.004.html http://kns.cnki.net/kcms/detail/32.1180.tp.20221019.1643.004.html .
MENG Yan , XIAO Jucheng , HONG Juhua , et al . Nodal customer directrix load considering demand response uncertainty: concept and model [J/OL]. Automation of Electric Power Systems : 1 - 17 [ 2022-10-25 ]. http://kns.cnki.net/kcms/detail/32.1180.tp.20221019.1643.004.html http://kns.cnki.net/kcms/detail/32.1180.tp.20221019.1643.004.html .
DING Y , SINGH C , GOEL L , et al . Short-term and medium-term reliability evaluation for power systems with high penetration of wind power [J]. IEEE Transactions on Sustainable Energy , 2014 , 5 ( 3 ): 896 - 906 .
国家质量监督检验检疫总局 , 中国国家标准化管理委员会 . 风险管理 风险评估技术 : GB/T 27921—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 . Risk management—Risk assessment techniques : GB/T 27921—2011 [S]. Beijing : Standards Press of China , 2012 .
伏坚 , 胡博 , 谢开贵 , 等 . 应对协同攻击的电力系统发输电拓展随机规划 [J]. 电力系统自动化 , 2021 , 45 ( 2 ): 21 - 29 .
FU Jian , HU Bo , XIE Kaigui , et al . Stochastic planning of generation and transmission expansion for power system against coordinated attacks [J]. Automation of Electric Power Systems , 2021 , 45 ( 2 ): 21 - 29 .
李小鹏 . 能源互联网电力信息融合风险传递模型与仿真系统研究 [D]. 北京 : 华北电力大学 , 2019 .
LI Xiaopeng . Research on risk transmission model and simulation system of power information fusion on energy Internet [D]. Beijing : North China Electric Power University , 2019 .
ZARGAR R H M , YAGHMAEE MOGHADDAM M H . Development of a Markov-chain-based solar generation model for smart microgrid energy management system [J]. IEEE Transactions on Sustainable Energy , 2020 , 11 ( 2 ): 736 - 745 .
谢小荣 , 贺静波 , 毛航银 , 等 . “双高”电力系统稳定性的新问题及分类探讨 [J]. 中国电机工程学报 , 2021 , 41 ( 2 ): 461 - 475 .
XIE Xiaorong , HE Jingbo , MAO Hangyin , et al . New issues and classification of power system stability with high shares of renewables and power electronics [J]. Proceedings of the CSEE , 2021 , 41 ( 2 ): 461 - 475 .
李帅 , 李哲 , 梁允 , 等 . 气象因素对电力行业的影响研究 [J]. 东北电力技术 , 2019 , 40 ( 8 ): 7 - 10 .
LI Shuai , LI Zhe , LIANG Yun , et al . Research on influence of meteorology on electric power industry [J]. Northeast Electric Power Technology , 2019 , 40 ( 8 ): 7 - 10 .
安学民 , 孙华东 , 张晓涵 , 等 . 美国得州“2∙15”停电事件分析及启示 [J]. 中国电机工程学报 , 2021 , 41 ( 10 ): 3407 - 3415 .
AN Xuemin , SUN Huadong , ZHANG Xiaohan , et al . Analysis and lessons of Texas power outage event on February 15, 2021 [J]. Proceedings of the CSEE , 2021 , 41 ( 10 ): 3407 - 3415 .
WOOD A J , WOLLENBERG B F , SHEBLÉ G B. Power generation, operation, and control [M]. New York, USA : John Wiley & Sons , 2013 .
NOHADANI O , SHARMA K . Optimization under decision-dependent uncertainty [J]. SIAM Journal on Optimization , 2018 , 28 ( 2 ): 1773 - 1795 .
ZHAN Y D , ZHENG Q P , WANG J H , et al . Generation expansion planning with large amounts of wind power via decision-dependent stochastic programming [J]. IEEE Transactions on Power Systems , 2017 , 32 ( 4 ): 3015 - 3026 .
HOSSEINIPOUR A , HOJABRI H . Virtual inertia control of PV systems for dynamic performance and damping enhancement of DC microgrids with constant power loads [J]. IET Renewable Power Generation , 2018 , 12 ( 4 ): 430 - 438 .
WANG Y , DELILLE G , BAYEM H , et al . High wind power penetration in isolated power systems—assessment of wind inertial and primary frequency responses [J]. IEEE Transactions on Power Systems , 2013 , 28 ( 3 ): 2412 - 2420 .
KROPOSKI B , JOHNSON B , ZHANG Y C , et al . Achieving a 100% renewable grid: operating electric power systems with extremely high levels of variable renewable energy [J]. IEEE Power and Energy Magazine , 2017 , 15 ( 2 ): 61 - 73 .
AGHAEI J , ZLIZADEH M I . Demand response in smart electricity grids equipped with renewable energy sources: a review [J]. Renewable and Sustainable Energy Reviews , 2013 , 18 : 64 - 72 .
LI W . Reliability assessment of electric power systems using Monte Carlo methods [M]. New York, USA : Springer Science & Business Media , 2013 .
张聪通 . 乌江梯级水库调度弃水风险分析及弃水控制方法研究 [D]. 大连 : 大连理工大学 , 2019 .
ZHANG Congtong . Research on risk analysis and control method of spillage for cascade reservoirs in Wujiang River Basin [D]. Dalian : Dalian University of Technology , 2019 .
PHINIKARIDES A , KINDYNI N , MAKRIDES G , et al . Review of photovoltaic degradation rate methodologies [J]. Renewable and Sustainable Energy Reviews , 2014 , 40 : 143 - 152 .
KANG C Q , ZHOU T R , CHEN Q X , et al . Carbon emission flow from generation to demand: a network-based model [J]. IEEE Transactions on Smart Grid , 2015 , 6 ( 5 ): 2386 - 2394 .
DE CHALENDAR J A , TAGGART J , BENSON S M . Tracking emissions in the US electricity system [J]. Proceedings of the National Academy of Sciences of the United States of America , 2019 , 116 ( 51 ): 25497 - 25502 .
CHENG Y H , ZHANG N , WANG Y , et al . Modeling carbon emission flow in multiple energy systems [C]// 2019 IEEE Power & Energy Society General Meeting (PESGM) , August 4-8 , 2019 , Atlanta, USA .
LI B W , SONG Y H , HU Z C . Carbon flow tracing method for assessment of demand side carbon emissions obligation [J]. IEEE Transactions on Sustainable Energy , 2013 , 4 ( 4 ): 1100 - 1107 .
余贻鑫 . 电力系统安全域方法研究述评 [J]. 天津大学学报 , 2008 , 41 ( 6 ): 635 - 646 .
YU Yixin . Review of study on methodology of security regions of power system [J]. Journal of Tianjin University , 2008 , 41 ( 6 ): 635 - 646 .
林晓煌 , 文云峰 , 杨伟峰 . 惯量安全域:概念、特点及评估方法 [J]. 中国电机工程学报 , 2021 , 41 ( 9 ): 3065 - 3079 .
LIN Xiaohuang , WEN Yunfeng , YANG Weifeng . Inertia security region: concept, characteristics, and assessment method [J]. Proceedings of the CSEE , 2021 , 41 ( 9 ): 3065 - 3079 .
JIANG L , YAO W , WU Q H , et al . Delay-dependent stability for load frequency control with constant and time-varying delays [J]. IEEE Transactions on Power Systems , 2012 , 27 ( 2 ): 932 - 941 .
XU L , GUO Q L , WANG Z G , et al . Modeling of time-delayed distributed cyber-physical power systems for small-signal stability analysis [J]. IEEE Transactions on Smart Grid , 2021 , 12 ( 4 ): 3425 - 3437 .
ZHANG C K , JIANG L , WU Q H , et al . Delay-dependent robust load frequency control for time delay power systems [J]. IEEE Transactions on Power Systems , 2013 , 28 ( 3 ): 2192 - 2201 .
李海波 , 鲁宗相 , 乔颖 , 等 . 大规模风电并网的电力系统运行灵活性评估 [J]. 电网技术 , 2015 , 39 ( 6 ): 1672 - 1678 .
LI Haibo , LU Zongxiang , QIAO Ying , et al . Assessment on operational flexibility of power grid with grid-connected large-scale wind farms [J]. Power System Technology , 2015 , 39 ( 6 ): 1672 - 1678 .
别朝红 , 林雁翎 , 邱爱慈 . 弹性电网及其恢复力的基本概念与研究展望 [J]. 电力系统自动化 , 2015 , 39 ( 22 ): 1 - 9 .
BIE Zhaohong , LIN Yanling , QIU Aici . Concept and research prospects of power system resilience [J]. Automation of Electric Power Systems , 2015 , 39 ( 22 ): 1 - 9 .
别朝红 , 林超凡 , 李更丰 , 等 . 能源转型下弹性电力系统的发展与展望 [J]. 中国电机工程学报 , 2020 , 40 ( 9 ): 2735 - 2745 .
BIE Zhaohong , LIN Chaofan , LI Gengfeng , et al . Development and prospect of resilient power system in the context of energy transition [J]. Proceedings of the CSEE , 2020 , 40 ( 9 ): 2735 - 2745 .
PANTELI M , TRAKAS D N , MANCARELLA P , et al . Power systems resilience assessment: hardening and smart operational enhancement strategies [J]. Proceedings of the IEEE , 2017 , 105 ( 7 ): 1202 - 1213 .
YU S W , WEI Y M , GUO H X , et al . Carbon emission coefficient measurement of the coal-to-power energy chain in China [J]. Applied Energy , 2014 , 114 : 290 - 300 .
王淋 , 巨云涛 , 吴文传 , 等 . 面向频率稳定提升的虚拟同步化微电网惯量阻尼参数优化设计 [J]. 中国电机工程学报 , 2021 , 41 ( 13 ): 4479 - 4490 .
WANG Lin , JU Yuntao , WU Wenchuan , et al . Optimal design of inertia and damping parameters of virtual synchronous microgrid for improving frequency stability [J]. Proceedings of the CSEE , 2021 , 41 ( 13 ): 4479 - 4490 .
黄俊凯 , 杨知方 , 刘珏麟 , 等 . 面向小干扰稳定提升的虚拟惯量优化分配模型与方法 [J]. 中国电机工程学报 , 2020 , 40 ( 3 ): 713 - 723 .
HUANG Junkai , YANG Zhifang , LIU Juelin , et al . Optimal allocation of virtual inertia for improving small-signal stability [J]. Proceedings of the CSEE , 2020 , 40 ( 3 ): 713 - 723 .
安宇 , 刘东 , 陈飞 , 等 . 考虑信息攻击的配电网信息物理运行风险分析 [J]. 电网技术 , 2019 , 43 ( 7 ): 2345 - 2352 .
AN Yu , LIU Dong , CHEN Fei , et al . Risk analysis of cyber physical distribution network operation considering cyber attack [J]. Power System Technology , 2019 , 43 ( 7 ): 2345 - 2352 .
刘鑫蕊 , 常鹏 , 孙秋野 . 基于XGBoost和无迹卡尔曼滤波自适应混合预测的电网虚假数据注入攻击检测 [J]. 中国电机工程学报 , 2021 , 41 ( 16 ): 5462 - 5476 .
LIU Xinrui , CHANG Peng , SUN Qiuye . Grid false data injection attacks detection based on XGBoost and unscented Kalman filter adaptive hybrid prediction [J]. Proceedings of the CSEE , 2021 , 41 ( 16 ): 5462 - 5476 .
PASQUALETTI F , DÖRFLER F , BULLO F . Attack detection and identification in cyber-physical systems [J]. IEEE Transactions on Automatic Control , 2013 , 58 ( 11 ): 2715 - 2729 .
SRIDHAR S , HAHN A , GOVINDARASU M . Cyber-physical system security for the electric power grid [J]. Proceedings of the IEEE , 2012 , 100 ( 1 ): 210 - 224 .
MANANDHAR K , CAO X J , HU F , et al . Detection of faults and attacks including false data injection attack in smart grid using Kalman filter [J]. IEEE Transactions on Control of Network Systems , 2014 , 1 ( 4 ): 370 - 379 .
ZHANG W X , HU B , XIE K G , et al . Short-term transmission maintenance scheduling considering network topology optimization [J]. Journal of Modern Power Systems and Clean Energy , 2022 , 10 ( 4 ): 883 - 893 .
JIA Y B , DONG Z Y , SUN C Y , et al . Cooperation-based distributed economic MPC for economic load dispatch and load frequency control of interconnected power systems [J]. IEEE Transactions on Power Systems , 2019 , 34 ( 5 ): 3964 - 3966 .
HUANG W J , ZHANG X , LI K P , et al . Resilience oriented planning of urban multi-energy systems with generalized energy storage sources [J]. IEEE Transactions on Power Systems , 2022 , 37 ( 4 ): 2906 - 2918 .
ZHANG P , YANG P , ZHAO Z L , et al . A framework for several electricity retailers cooperatively implement demand response to distributed data center [J/OL]. IEEE Transactions on Smart Grid [ 2022-06-05 ]. http:// ieeexplore.ieee.org/document/9825716 http://ieeexplore.ieee.org/document/9825716 .
LIN C R , HU B , SHAO C Z , et al . Delay-dependent optimal load frequency control for sampling systems with demand response [J]. IEEE Transactions on Power Systems , 2022 , 37 ( 6 ): 4310 - 4324 .
ASENSIO M , MUNOZ-DELGADO G , CONTRERAS J . Bi-level approach to distribution network and renewable energy expansion planning considering demand response [J]. IEEE Transactions on Power Systems , 2017 , 32 ( 6 ): 4298 - 4309 .
BIE Z H , LIN Y L , LI G F , et al . Battling the extreme: a study on the power system resilience [J]. Proceedings of the IEEE , 2017 , 105 ( 7 ): 1253 - 1266 .
LIN Y , BIE Z , YAN J . Tri-level optimal hardening plan for a resilient distribution system considering reconfiguration and DG islanding [J]. Applied Energy , 2018 , 210 : 1266 - 1279 .
LIU X D , SHAHIDEHPOUR M , LI Z Y , et al . Microgrids for enhancing the power grid resilience in extreme conditions [J]. IEEE Transactions on Smart Grid , 2017 , 8 ( 2 ): 589 - 597 .
康重庆 , 陈启鑫 , 夏清 . 应用于电力系统的碳捕集技术及其带来的变革 [J]. 电力系统自动化 , 2010 , 34 ( 1 ): 1 - 7 .
KANG Chongqing , CHEN Qixin , XIA Qing . Innovation incurred by carbon capture technologies utilized in power systems [J]. Automation of Electric Power Systems , 2010 , 34 ( 1 ): 1 - 7 .
KARKI R , HU P , BILLINTON R . A simplified wind power generation model for reliability evaluation [J]. IEEE Transactions on Energy Conversion , 2006 , 21 ( 2 ): 533 - 540 .
谷兴凯 , 范高锋 , 王晓蓉 , 等 . 风电功率预测技术综述 [J]. 电网技术 , 2007 , 31 ( 增刊2 ): 335 - 338 .
GU Xingkai , FAN Gaofeng , WANG Xiaorong , et al . Summarization of wind power prediction technology [J]. Power System Technology , 2007 , 31 ( Supplement 2 ): 335 - 338 .
刘燕华 , 李伟花 , 刘冲 , 等 . 短期风电功率预测误差的混合偏态分布模型 [J]. 中国电机工程学报 , 2015 , 35 ( 10 ): 2375 - 2382 .
LIU Yanhua , LI Weihua , LIU Chong , et al . Mixed skew distribution model of short-term wind power prediction error [J]. Proceedings of the CSEE , 2015 , 35 ( 10 ): 2375 - 2382 .
AWADALLAH S K E , MILANOVIĆ J V . Quantification of aleatory and epistemic uncertainty in bulk power system reliability evaluation [C]// 2013 IEEE Grenoble Conference , June 16-20 , 2013 , Grenoble, France : 1 - 6 .
PANTELI M , PICKERING C , WILKINSON S , et al . Power system resilience to extreme weather: fragility modeling, probabilistic impact assessment, and adaptation measures [J]. IEEE Transactions on Power Systems , 2017 , 32 ( 5 ): 3747 - 3757 .
LIU Y , ZHONG J . Risk assessment of power systems under extreme weather conditions—a review [C]// 2017 IEEE Manchester PowerTech , June 18-22 , 2017 , Manchester, UK : 1 - 6 .
YANG H M , CHUNG C Y , ZHAO J H , et al . A probability model of ice storm damages to transmission facilities [J]. IEEE Transactions on Power Delivery , 2013 , 28 ( 2 ): 557 - 565 .
SUN Y , WANG P , CHENG L , et al . Operational reliability assessment of power systems considering condition-dependent failure rate [J]. IET Generation , Transmission & Distribution, 2010 , 4 ( 1 ): 60 .
XU X F , MITRA J , WANG T T , et al . Reliability evaluation of a microgrid considering its operating condition [J]. Journal of Electrical Engineering and Technology , 2016 , 11 ( 1 ): 47 - 54 .
HU B , PAN C C , SHAO C Z , et al . Decision-dependent uncertainty modeling in power system operational reliability evaluations [J]. IEEE Transactions on Power Systems , 2021 , 36 ( 6 ): 5708 - 5721 .
LISNIANSKI A . A multi-state Markov model for a short-term reliability analysis of a power generating unit [J]. Reliability Engineering & System Safety , 2012 , 98 ( 1 ): 1 - 6 .
BAO M L , DING Y , SINGH C , et al . A multi-state model for reliability assessment of integrated gas and power systems utilizing universal generating function techniques [J]. IEEE Transactions on Smart Grid , 2019 , 10 ( 6 ): 6271 - 6283 .
苗树敏 , 罗彬 , 刘本希 , 等 . 考虑经济性与可靠性的大小水电短期协调消纳模型 [J]. 电力系统自动化 , 2018 , 42 ( 8 ): 101 - 109 .
MIAO Shumin , LUO Bin , LIU Benxi , et al . Short-term coordination model for large and small hydropower consumption considering economy and reliability [J]. Automation of Electric Power Systems , 2018 , 42 ( 8 ): 101 - 109 .
PARVINI Z , ABBASPOUR A , FOTUHI-FIRUZABAD M , et al . Operational reliability studies of power systems in the presence of energy storage systems [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 4 ): 3691 - 3700 .
LIN Y , DING Y , SONG Y H , et al . A multi-state model for exploiting the reserve capability of wind power [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 3 ): 3358 - 3372 .
CHEN R Z , WANG J H , BOTTERUD A , et al . Wind power providing flexible ramp product [J]. IEEE Transactions on Power Systems , 2017 , 32 ( 3 ): 2049 - 2061 .
MOSHARI A , EBRAHIMI A , FOTUHI-FIRUZABAD M . Short-term impacts of DR programs on reliability of wind integrated power systems considering demand-side uncertainties [J]. IEEE Transactions on Power Systems , 2016 , 31 ( 3 ): 2481 - 2490 .
LIU D D , LIU L , CHENG H Z . A contingency-aware method for N -2 security-constrained transmission expansion planning [J]. Journal of Modern Power Systems and Clean Energy , 2019 , 7 ( 5 ): 1008 - 1019 .
ZHOU P , JIN R Y , FAN L W . Reliability and economic evaluation of power system with renewables: a review [J]. Renewable and Sustainable Energy Reviews , 2016 , 58 : 537 - 547 .
LEITE DA SILVA A M , DE RESENDE L C , DA FONSECA MANSO L A , et al . Composite reliability assessment based on Monte Carlo simulation and artificial neural networks [J]. IEEE Transactions on Power Systems , 2007 , 22 ( 3 ): 1202 - 1209 .
PINDORIYA N M , JIRUTITIJAROEN P , SRINIVASAN D , et al . Composite reliability evaluation using Monte Carlo simulation and least squares support vector classifier [J]. IEEE Transactions on Power Systems , 2011 , 26 ( 4 ): 2483 - 2490 .
YANG Y F , GUAN X H , ZHAI Q Z . Fast grid security assessment with N - k contingencies [J]. IEEE Transactions on Power Systems , 2017 , 32 ( 3 ): 2193 - 2203 .
YONG P , ZHANG N , KANG C Q , et al . MPLP-based fast power system reliability evaluation using transmission line status dictionary [J]. IEEE Transactions on Power Systems , 2019 , 34 ( 2 ): 1630 - 1640 .
LIU Z Y , HOU K , JIA H J , et al . A Lagrange multiplier based state enumeration reliability assessment for power systems with multiple types of loads and renewable generations [J]. IEEE Transactions on Power Systems , 2021 , 36 ( 4 ): 3260 - 3270 .
胡博 , 谢开贵 , 黎小林 , 等 . HVDC输电系统可靠性跟踪方法 [J]. 中国电机工程学报 , 2010 , 30 ( 10 ): 29 - 35 .
HU Bo , XIE Kaigui , LI Xiaolin , et al . Techniques of tracing the unreliability contributions of HVDC transmission system components [J]. Proceedings of the CSEE , 2010 , 30 ( 10 ): 29 - 35 .
胡博 , 周家浩 , 王蕾报 , 等 . 考虑削负荷责任分摊的电力系统可靠性跟踪方法 [J]. 电力系统自动化 , 2020 , 44 ( 23 ): 64 - 71 .
HU Bo , ZHOU Jiahao , WANG Leibao , et al . Reliability tracing method for power system considering responsibility allocation of load shedding [J]. Automation of Electric Power Systems , 2020 , 44 ( 23 ): 64 - 71 .
刘威 , 张东霞 , 丁玉成 , 等 . 基于随机矩阵理论与熵理论的电网薄弱环节辨识方法 [J]. 中国电机工程学报 , 2017 , 37 ( 20 ): 5893 - 5901 .
LIU Wei , ZHANG Dongxia , DING Yucheng , et al . Power grid vulnerability identification methods based on random matrix theory and entropy theory [J]. Proceedings of the CSEE , 2017 , 37 ( 20 ): 5893 - 5901 .
郑颖 , 谢开贵 , 李洪兵 , 等 . 基于可靠性跟踪的薄弱环节辨识方法在省级电网可靠性改善中的应用研究 [J]. 电测与仪表 , 2015 , 52 ( 6 ): 118 - 123 .
ZHENG Ying , XIE Kaigui , LI Hongbing , et al . Application of the weak part identification based on reliability tracking method to reliability improvement of provincial power network [J]. Electrical Measurement & Instrumentation , 2015 , 52 ( 6 ): 118 - 123 .
LI G F , HUANG G C , BIE Z H , et al . Component importance assessment of power systems for improving resilience under wind storms [J]. Journal of Modern Power Systems and Clean Energy , 2019 , 7 ( 4 ): 676 - 687 .
SOBOL I M . Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates [J]. Mathematics and Computers in Simulation , 2001 , 55 : 271 - 280 .
0
Views
0
下载量
58
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621