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首页|期刊导航|中国电机工程学会电力与能源系统学报(英文版)|Preventive Control for Power System Transient Security Based on XGBoost and DCOPF with Consideration of Model Interpretability

Preventive Control for Power System Transient Security Based on XGBoost and DCOPF with Consideration of Model Interpretability

Songtao Zhang Dongxia Zhang Ji Qiao Xinying Wang Zhijian Zhang

中国电机工程学会电力与能源系统学报(英文版)2021,Vol.7Issue(2):279-294,16.
中国电机工程学会电力与能源系统学报(英文版)2021,Vol.7Issue(2):279-294,16.DOI:10.17775/CSEEJPES.2020.04780

Preventive Control for Power System Transient Security Based on XGBoost and DCOPF with Consideration of Model Interpretability

Preventive Control for Power System Transient Security Based on XGBoost and DCOPF with Consideration of Model Interpretability

Songtao Zhang 1Dongxia Zhang 1Ji Qiao 1Xinying Wang 1Zhijian Zhang2

作者信息

  • 1. China Electric Power Research Institute,Beijing 100192,China
  • 2. State Grid Beijing Electric Power Dispatching and Control Center,Beijing 100031,China
  • 折叠

摘要

关键词

DC optimal power flow(DCOPF)/model interpretability/preventive control/transient security assessment(TSA)/XGBoost

Key words

DC optimal power flow(DCOPF)/model interpretability/preventive control/transient security assessment(TSA)/XGBoost

引用本文复制引用

Songtao Zhang,Dongxia Zhang,Ji Qiao,Xinying Wang,Zhijian Zhang..Preventive Control for Power System Transient Security Based on XGBoost and DCOPF with Consideration of Model Interpretability[J].中国电机工程学会电力与能源系统学报(英文版),2021,7(2):279-294,16.

基金项目

This work was supported in part by the National Key Research and Development Program of China under Grant 2020YFB0905900. ()

中国电机工程学会电力与能源系统学报(英文版)

OACSCDCSTPCDEISCI

2096-0042

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