36 citations · 52 across the 2 of their papers we have counts for
2 papers
stat.ML2018★ 16 cited
Fast Power system security analysis with Guided Dropout
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer +2
We propose a new method to efficiently compute load-flows (the steady-state of the power-grid for given productions, consumptions and grid topology), substituting conventional simu…
stat.ML2017★ 36 cited
Introducing machine learning for power system operation support
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer +2
We address the problem of assisting human dispatchers in operating power grids in today's changing context using machine learning, with theaim of increasing security and reducing c…