Neural networks can solve critical power grid problems 30-85x faster than traditional solvers while staying physically consistent—opening the door to AI-powered grid analysis at scale.
GENCO is a neural network solver that handles power flow, optimal power flow, and state estimation for electrical grids in a single unified model. It matches or beats classical solvers like Newton-Raphson and IPOPT in speed and accuracy while maintaining physical consistency, and comes with an open-source framework and large datasets for reproducible research.