A Coordinated Emergency Response Scheme for Electricity and Watershed Networks Considering Spatio-Temporal Heterogeneity and Volatility of Rainstorm Disasters

被引:26
作者
Cao, Yingping [1 ,2 ]
Zhou, Bin [1 ,2 ]
Chung, Chi Yung [3 ]
Wu, Ting [4 ]
Zheng, Ling [1 ]
Shuai, Zhikang [1 ]
机构
[1] Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Peoples R China
[2] Hunan Univ, Greater Bay Area Inst Innovat, Guangzhou 511340, Peoples R China
[3] Hong Kong Polytech Univ, Dept Elect & Elect Engn, Hong Kong, Peoples R China
[4] Harbin Inst Technol, Sch Mech Engn & Automat, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
Wireless sensor networks; Rain; Emergency services; Disasters; Watersheds; Rivers; Floods; Distribution network; emergency response; PDE-constrained optimization; risk interdependency; rainstorm; RESILIENCE ENHANCEMENT; DISTRIBUTION-SYSTEMS; POWER; RESTORATION; RELIABILITY; REDUCTION;
D O I
10.1109/TSG.2024.3362344
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
This paper proposes a coordinated emergency response scheme for the secure operation and mutual coordination of electricity-watershed networks under spatio-temporal heterogeneity and volatility of rainstorms. The risk interdependencies of water flooding and power outages across power distribution networks (PDNs) and watershed networks (WSNs) are formulated, and a rainstorm-triggered failure model is proposed to quantify the potential spatio-temporal outage risk of PDNs and WSNs. A hyperplane transformation based partition method is developed to extract the uneven spatial distribution and temporal variability of rainfalls. Then, a coupled electricity-watershed network model derived from Saint-Venant partial differential equations (PDEs) is formed to describe the load flow of PDNs and nonuniform hydrodynamic processes of WSNs under compounding impacts of rainstorm variability and failure occurrences. Furthermore, an optimal joint scheduling strategy is proposed to coordinate the dynamic PDN reconfiguration and WSN pump cluster drainage. In order to reduce the computational burden of original PDE-constrained emergency optimization problem, a progressive hedging-based accelerated solution algorithm combined with multiple equivalent linearization techniques is presented. Comparative results have demonstrated the effectiveness of the proposed scheme in reducing load shedding and mitigating flood damage losses.
引用
收藏
页码:3528 / 3541
页数:14
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