A Planning-Oriented Resilience Assessment Framework for Transmission Systems Under Typhoon Disasters

被引:72
作者
Liu, Xiaonan [1 ,2 ]
Hou, Kai [1 ,2 ]
Jia, Hongjie [1 ,2 ]
Zhao, Junbo [3 ]
Mili, Lamine [4 ]
Jin, Xiaolong [5 ]
Wang, Dan [1 ,2 ]
机构
[1] Tianjin Univ, Minist Educ, Key Lab Smart Grid, Tianjin 300072, Peoples R China
[2] Tianjin Univ, Tianjin Key Lab Smart Energy & Informat Technol, Tianjin 300072, Peoples R China
[3] Mississippi State Univ, Dept Elect & Comp Engn, Starkville, MS 39762 USA
[4] Virginia Polytech Inst & State Univ, Northern Virginia Ctr, Bradley Dept Elect & Comp Engn, Falls Church, VA 22043 USA
[5] Tech Univ Denmark, Ctr Elect Power & Energy, Dept Elect Engn, DK-2800 Lyngby, Denmark
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Resilience assessment; spatiotemporal fragility model; planning; probabilistic typhoon model; impact-increment; POWER OUTAGES; ADAPTATION; SIMULATION; METRICS; IMPACT; MODEL; RISK; FLOW;
D O I
10.1109/TSG.2020.3008228
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a planning-oriented resilience assessment framework is proposed that can help to design a more resilient power transmission system against extreme weather-induced events, such as typhoon disasters. It consists of three major models, i) a wind field-based probabilistic typhoon model to determine the level of uncertainty in the intensity and path of the typhoon; ii) a spatiotemporal fragility model of the power transmission corridor to quantify the spatiotemporal impacts of extreme wind speed on the failure probability of transmission corridor, and iii) a resilience assessment model of the planning system that allows us to develop quantitative resilience indices from both the system and component perspectives. The combinatorial enumeration method is introduced into the proposed framework to generate various potential typhoon disasters. Meanwhile, the impact-increment-based state enumeration (IISE) method is embedded within the proposed framework to improve its computational efficiency. The proposed method can provide the key information to identify the weak points of the system as well as inform the design of enhanced resilient planning schemes of transmission system against typhoon disasters. Extensive simulations carried out on the IEEE RTS-79 system considering realistic typhoon scenarios demonstrate the effectiveness of the proposed method.
引用
收藏
页码:5431 / 5441
页数:11
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