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Operational Risk Assessment and Warning for Electricity Spot Market Based on Extension Cloud and Ensemble Learning
Power Economics | 更新时间：2026-01-27

    • Operational Risk Assessment and Warning for Electricity Spot Market Based on Extension Cloud and Ensemble Learning

    • “In the field of electricity spot market, experts have proposed an operational risk assessment model based on feature variables, using Stacking ensemble learning model for early warning, effectively identifying risk sources, and providing auxiliary tools for real-time risk decision-making.”
    • Electric Power Construction   Vol. 46, Issue 10, Pages: 154-167(2025)

    • DOI：10.12204/j.issn.1000-7229.2025.10.014    

      CLC： TM73

    • Received：11 December 2024，

      Revised：2025-02-16，

      Published：01 October 2025

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  • LIAO Jian,ZHANG Beixi,ZHANG Chenggang,et al.Operational Risk Assessment and Warning for Electricity Spot Market Based on Extension Cloud and Ensemble Learning[J].Electric Power Construction,2025,46(10):154-167. DOI： 10.12204/j.issn.1000-7229.2025.10.014.

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