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eess.SY2022★ 13 cited
Numerical Comparisons of Linear Power Flow Approximations: Optimality, Feasibility, and Computation Time
Meiyi Li, Yuhan Du, Javad Mohammadi +3
Linear approximations of the AC power flow equations are of great significance for the computational efficiency of large-scale optimal power flow (OPF) problems. Put differently, t…
cs.LG2022★ 1 cited
Gradient-Enhanced Physics-Informed Neural Networks for Power Systems Operational Support
Mostafa Mohammadian, Kyri Baker, Ferdinando Fioretto
The application of deep learning methods to speed up the resolution of challenging power flow problems has recently shown very encouraging results. However, power system dynamics a…