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Evolving Symbolic Model for Dynamic Security Assessment in Power Systems
Original Paper | 更新时间:2025-07-30
    • Evolving Symbolic Model for Dynamic Security Assessment in Power Systems

    • “In the high-risk power system sector, a new methodology called the evolving symbolic model (ESM) has been proposed to enhance AI transparency and interpretability in control rooms. The ESM uses simulated annealing to evolve symbolic models, facilitating cooperative learning between humans and AI. Validated on the Madeira Island power system, the ESM achieves high classification accuracy and superior interpretability compared to traditional methods.”
    • Journal of Modern Power Systems and Clean Energy   Vol. 13, Issue 4, Pages: 1113-1126(2025)
    • DOI:10.35833/MPCE.2024.000478    

      CLC:
    • Received:28 June 2024,

      Revised:2024-10-25,

      Accepted:05 December 2024,

      Online First:01 January 2025,

      Published:15 July 2025

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  • Fernandes Francisco S.,Bessa Ricardo J.,Lopes João Peças.Evolving Symbolic Model for Dynamic Security Assessment in Power Systems[J].Journal of Modern Power Systems and Clean Energy,2025,13(04):1113-1126. DOI: 10.35833/MPCE.2024.000478.

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