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eess.SY2023
Physics-guided Residual Learning for Probabilistic Power Flow Analysis
Kejun Chen, Yu Zhang
Probabilistic power flow (PPF) analysis is critical to power system operation and planning. PPF aims at obtaining probabilistic descriptions of the state of the system with stochas…
eess.SY2022
Variation-cognizant Probabilistic Power Flow Analysis via Multi-task Learning
Kejun Chen, Yu Zhang
With an increasing high penetration of solar photovoltaic generation in electric power grids, voltage phasors and branch power flows experience more severe fluctuations. In this co…