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  5. Validating unit commitment models: A case for benchmark test systems
 
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Validating unit commitment models: A case for benchmark test systems

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Author(s)
Melhorn, Alexander C. 
Li, Mingsong 
Carroll, Paula 
Flynn, Damian 
Uri
http://hdl.handle.net/10197/8560
Date Issued
21 July 2016
Date Available
08T14:51:25Z June 2017
Abstract
Due to increasing penetration of non-traditional power system resources; e.g. renewable generation, electric vehicles, demand response, etc. and computational power there has been an increased interest in research on unit commitment. It therefore may be important to take another look at how unit commitment models and algorithms are validated especially as improvements in solutions and algorithmic performance are desired to combat the added complexity of additional constraints. This paper explores an overview of the current state of unit commitment models and algorithms, and finds improvements for both comparing and validating models with benchmark test systems. Examples are provided discussing the importance for a standard benchmark test system(s) and why it is needed to compare and validate the real world performance of unit commitment models.
Sponsorship
Science Foundation Ireland
Type of Material
Conference Publication
Publisher
IEEE
Journal
Power and Energy Society General Meeting (PESGM), 2016
Copyright (Published Version)
2016 IEEE
Keywords
  • Unit Commitment (UC)

  • MILP

  • MIP

  • Benchmark test system...

DOI
10.1109/PESGM.2016.7741887
Language
English
Status of Item
Peer reviewed
Part of
2016 Power and Energy Society General Meeting (PESGM)
Description
Power and Energy Society General Meeting (PESGM), Boston, Massachusetts, USA, 17-21 July 2016
This item is made available under a Creative Commons License
https://creativecommons.org/licenses/by-nc-nd/3.0/ie/
Owning collection
Business Research Collection
Scopus© citations
6
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