Physics-Guided Deep Neural Networks for PowerFlow Analysis

31 Jan 2020 Xinyue Hu Haoji Hu Saurabh Verma Zhi-Li Zhang

Solving power flow (PF) equations is the basis of power flow analysis, which is important in determining the best operation of existing systems, performing security analysis, etc. However, PF equations can be out-of-date or even unavailable due to system dynamics and uncertainties, making traditional numerical approaches infeasible... (read more)

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