26 citations · 42 across the 4 of their papers we have counts for
4 papers
Chance-Constrained Outage Scheduling using a Machine Learning Proxy
Gal Dalal, Elad Gilboa, Shie Mannor +1
Outage scheduling aims at defining, over a horizon of several months to years, when different components needing maintenance should be taken out of operation. Its objective is to m…
Unit Commitment using Nearest Neighbor as a Short-Term Proxy
Gal Dalal, Elad Gilboa, Shie Mannor +1
We devise the Unit Commitment Nearest Neighbor (UCNN) algorithm to be used as a proxy for quickly approximating outcomes of short-term decisions, to make tractable hierarchical lon…
Distributed Scenario-Based Optimization for Asset Management in a Hierarchical Decision Making Environment
Gal Dalal, Elad Gilboa, Shie Mannor
Asset management attempts to keep the power system in working conditions. It requires much coordination between multiple entities and long term planning often months in advance. In…
Hierarchical Decision Making In Electricity Grid Management
Gal Dalal, Elad Gilboa, Shie Mannor
The power grid is a complex and vital system that necessitates careful reliability management. Managing the grid is a difficult problem with multiple time scales of decision making…