Operational Risk Assessment and Warning for Electricity Spot Market Based on Extension Cloud and Ensemble Learning
Power Economics|更新时间:2025-11-25
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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 pre clearing characteristic variables, and used Stacking ensemble learning model for prediction, effectively identifying risk sources and providing auxiliary tools for real-time risk decision-making.”
Electric Power ConstructionVol. 46, Issue 10, Pages: 154-167(2025)
作者机构:
1.西安交通大学电气工程学院,西安市 710049
2.国网陕西省电力有限公司,西安市 710048
作者简介:
基金信息:
National Key Research and Development Program of China “Key Technologies on Intelligent Dispatch of Power Grid under 20% New Energy Integration Scenario”(2022YFB2403500);the Science and Technology Project of State Grid Corporation of China(SGSN0000DKJS2404539)
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.
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.
Operational Risk Assessment and Warning for Electricity Spot Market Based on Extension Cloud and Ensemble Learning