AI RESEARCH
Reinforcement Learning for Power-Flow Network Analysis
arXiv CS.LG
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ArXi:2603.05673v1 Announce Type: new The power flow equations are non-linear multivariate equations that describe the relationship between power injections and bus voltages of electric power networks. Given a network topology, we are interested in finding network parameters with many equilibrium points. This corresponds to finding instances of the power flow equations with many real solutions. Current state-of-the art algorithms in computational algebra are not capable of answering this question for networks involving than a small number of variables.