@inproceedings{e375cc13041740aa8b742bc348a89f7f,
title = "Unit commitment using nearest neighbor as a short-term proxy",
abstract = "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 = "Gal Dalal and Elad Gilboa and Shie Mannor and Louis Wehenkel",
note = "Publisher Copyright: {\textcopyright} 2018 Power Systems Computation Conference.; 20th Power Systems Computation Conference, PSCC 2018 ; Conference date: 11-06-2018 Through 15-06-2018",
year = "2018",
month = aug,
day = "20",
doi = "10.23919/PSCC.2018.8442516",
language = "الإنجليزيّة",
isbn = "9781910963104",
series = "20th Power Systems Computation Conference, PSCC 2018",
booktitle = "20th Power Systems Computation Conference, PSCC 2018",
}