67 citations · 191 across the 18 of their papers we have counts for
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stat.AP2017
Guided Machine Learning for power grid segmentation
Antoine Marot, Sami Tazi, Benjamin Donnot +1
The segmentation of large scale power grids into zones is crucial for control room operators when managing the grid complexity near real time. In this paper we propose a new method…
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…