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Cut-set and Stability Constrained Optimal Power Flow for Resilient Operation during Wildfires

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Resilient operation of the power system during ongoing wildfires is challenging because of the uncertain ways in which the fires impact the electric power infrastructure. For example, wildfires near energized power lines cause arc-faults to occur in rapid succession; such frequent faults can trip multiple grid assets due to dynamic instability. Conventional contingency analysis tools are not equipped to handle such phenomena. To address this challenging problem, we propose a novel cut-set and stability-constrained optimal power flow (CSCOPF) that ensures secure, stable, and economic power system operation through an advanced contingency analysis formulation which quickly detects and mitigates both static and dynamic insecurities as wildfires progress through a region. The CSCOPF achieves its objective by integrating a "feasibility test"algorithm that exhaustively desaturates overloaded cut-sets to prevent cascading line outages and a data-driven transient stability analyzer that predicts the correction factors for eliminating generator trips, with the optimal power flow formulation. The results obtained using the IEEE 118-bus system indicate that the proposed approach alleviates vulnerability of the system to active wildfires while simultaneously minimizing operational cost.

Original languageEnglish (US)
Title of host publication2024 IEEE Kansas Power and Energy Conference, KPEC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350372403
DOIs
StatePublished - 2024
Event5th IEEE Kansas Power and Energy Conference, KPEC 2024 - Manhattan, United States
Duration: Apr 25 2024 → Apr 26 2024

Publication series

Name2024 IEEE Kansas Power and Energy Conference, KPEC 2024

Conference

Conference5th IEEE Kansas Power and Energy Conference, KPEC 2024
Country/TerritoryUnited States
CityManhattan
Period4/25/24 → 4/26/24

Keywords

  • Contingency analysis
  • Cut-set saturation
  • Optimal power flow
  • Static security
  • Transient stability
  • Wildfire

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering
  • Safety, Risk, Reliability and Quality
  • Control and Optimization

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