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

Affiliations

Songtao Zhang

China Electric Power Research Institute, Beijing 100192, China

Dongxia Zhang

China Electric Power Research Institute, Beijing 100192, China

Ji Qiao

China Electric Power Research Institute, Beijing 100192, China

Xinying Wang

China Electric Power Research Institute, Beijing 100192, China

Zhijian Zhang

State Grid Beijing Electric Power Dispatching and Control Center, Beijing 100031, China