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eess.SP2019★ 1 cited
Fast Calculation of Probabilistic Optimal Power Flow: A Deep Learning Approach
Yan Yang, Juan Yu, Zhifang Yang +2
Probabilistic optimal power flow (POPF) is an important analytical tool to ensure the secure and economic operation of power systems. POPF needs to solve enormous nonlinear and non…
eess.SP2019★ 9 cited
Fast Calculation of Probabilistic Power Flow: A Model-based Deep Learning Approach
Yan Yang, Zhifang Yang, Juan Yu +1
Probabilistic power flow (PPF) plays a critical role in power system analysis. However, the high computational burden makes it challenging for the practical implementation of PPF.…