Validating unit commitment models: A case for benchmark test systems

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Title: Validating unit commitment models: A case for benchmark test systems
Authors: Melhorn, Alexander C.
Li, Mingsong
Carroll, Paula
Flynn, Damian
Permanent link: http://hdl.handle.net/10197/8560
Date: 21-Jul-2016
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.
Funding Details: Science Foundation Ireland
Type of material: Conference Publication
Publisher: IEEE
Copyright (published version): 2016 IEEE
Keywords: Unit Commitment (UC);MILP;MIP;Benchmark test systems
DOI: 10.1109/PESGM.2016.7741887
Language: en
Status of Item: Peer reviewed
Is part of: 2016 Power and Energy Society General Meeting (PESGM)
Conference Details: Power and Energy Society General Meeting (PESGM), Boston, Massachusetts, USA, 17-21 July 2016
Appears in Collections:Business Research Collection
Electrical and Electronic Engineering Research Collection

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