“20th PSCC 2018 papers submission and review platform

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Unit Commitment using Nearest Neighbor as a Short-Term Proxy

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 long-term assessment and planning for large power systems. Experimental results on updated versions of IEEE-RTS79 and IEEE-RTS96 show high accuracy measured on operational cost, achieved in runtimes that are lower in several orders of magnitude than the traditional approach.

Author(s):

Gal Dalal    
Technion
Israel

Elad Gilboa    
Technion
Israel

Shie Mannor    
Technion
Israel

Louis Wehenkel    
University of Liège
Belgium

 

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