Resilient Expansion Planning of Electricity Grid Under Prolonged Wildfire Risk

被引:22
作者
Bayani, Reza [1 ,2 ]
Manshadi, Saeed D. [2 ]
机构
[1] Univ Calif San Diego, Dept Elect & Comp Engn, La Jolla, CA 92093 USA
[2] San Diego State Univ, Dept Elect & Comp Engn, San Diego, CA 92182 USA
关键词
Fires; Planning; Ignition; Uncertainty; Costs; Resilience; Power grids; Wildfire; expansion planning; two-stage robust optimization; resilience; uncertainties; natural disasters; ROBUST OPTIMIZATION; GENERATION; NETWORK;
D O I
10.1109/TSG.2023.3241103
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
Public safety power shut-off (PSPS) during potentially dangerous weather conditions is an emergency measure within areas prone to wildfires. While balancing the risk of wildfire ignition and the continuation of energy supply is a short-term operation challenge, this paper explores the optimal long-term resilient expansion planning strategies. With the quantified risk of wildfire ignition, the proposed expansion planning problem maximizes the supplied power to the end-users while limiting the risk of wildfire ignition. The presented scheme provides utility decision-makers with three groups of network expansion decisions, namely addition of new lines, modification of existing lines, and installation of distributed energy resources (DERs). Given the uncertainty of DERs and wildfire risk, a two-stage robust optimization problem is proposed which ensures power system resilience against unfavorable events. The case studies illustrate how the presented model balances shutting off customers, DER installation, and line addition/modification while inhibiting wildfire ignition risk. Besides, the results suggest that, with appropriate transmission switching, DER installation can be the optimal choice for meeting the growing demand while limiting wildfire ignition risk. The implications of different risk level choices are illustrated, and the impacts of uncertainties on the expansion decisions are explored. Finally, the results of applying the proposed model to the IEEE 118-bus test network are illustrated.
引用
收藏
页码:3719 / 3731
页数:13
相关论文
共 42 条
  • [1] Adaptive Robust Expansion Planning for a Distribution Network With DERs
    Amjady, Nima
    Attarha, Ahmad
    Dehghan, Shahab
    Conejo, Antonio J.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (02) : 1698 - 1715
  • [2] [Anonymous], 2020, Utility company PSPS post event reports
  • [3] [Anonymous], 2019, Pacific gas and electric company amended 2019 wildfire safety plan
  • [4] [Anonymous], 2012, Transmission initiative routing study: An initiative to export Nevada's renewable energy
  • [5] [Anonymous], 2016, Powerline bushfire safety program-vegetation conduction ignition test report and data
  • [6] Three Lines of Defense for Wildfire Risk Management in Electric Power Grids: A Review
    Arab, Ali
    Khodaei, Amin
    Eskandarpour, Rozhin
    Thompson, Matthew P.
    Wei, Yu
    [J]. IEEE ACCESS, 2021, 9 : 61577 - 61593
  • [7] Quantifying the Risk of Wildfire Ignition by Power Lines Under Extreme Weather Conditions
    Bayani, Reza
    Waseem, Muhammad
    Manshadi, Saeed D.
    Davani, Hassan
    [J]. IEEE SYSTEMS JOURNAL, 2023, 17 (01): : 1024 - 1034
  • [8] Adaptive Robust Optimization for the Security Constrained Unit Commitment Problem
    Bertsimas, Dimitris
    Litvinov, Eugene
    Sun, Xu Andy
    Zhao, Jinye
    Zheng, Tongxin
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (01) : 52 - 63
  • [9] Communication-Constrained Expansion Planning for Resilient Distribution Systems
    Byeon, Geunyeong
    Van Hentenryck, Pascal
    Bent, Russell
    Nagarajan, Harsha
    [J]. INFORMS JOURNAL ON COMPUTING, 2020, 32 (04) : 968 - 985
  • [10] Robust Optimization for Transmission Expansion Planning: Minimax Cost vs. Minimax Regret
    Chen, Bokan
    Wang, Jianhui
    Wang, Lizhi
    He, Yanyi
    Wang, Zhaoyu
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (06) : 3069 - 3077