Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review

Unit Commitment (UC) is an optimization problem used to determine the operation schedule of the generating units at every hour interval with varying loads and generations under different generational, environmental and technical constraints. With the significant increase of Renewable Energy Sources...

Full description

Saved in:
Bibliographic Details
Main Authors: Abujarad, S. Y., Mustafa, M. W., Jamian, J. J.
Format: Article
Published: Elsevier Ltd. 2017
Subjects:
Online Access:http://eprints.utm.my/id/eprint/80409/
http://dx.doi.org/10.1016/j.rser.2016.11.246
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.80409
record_format eprints
spelling my.utm.804092019-05-22T01:17:31Z http://eprints.utm.my/id/eprint/80409/ Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review Abujarad, S. Y. Mustafa, M. W. Jamian, J. J. TK Electrical engineering. Electronics Nuclear engineering Unit Commitment (UC) is an optimization problem used to determine the operation schedule of the generating units at every hour interval with varying loads and generations under different generational, environmental and technical constraints. With the significant increase of Renewable Energy Sources (RES) integration into the power networks, effects posed by these system changes to the UC are actively being studied and investigated by global researchers and operation engineers. To this end, this paper firstly provides a literature survey of UC concept, objectives and constraints. Different UC models developed for addressing RES impacts are also reviewed. Moreover, many algorithms have been proposed in the past few decades to optimize the UC problem. This work explores the necessity for alternative optimization approaches for UC solution. In doing that, the work uncovers the advantages and disadvantages of the existing methodologies so that future algorithms could be designed in retaining the advantages of the existing methodologies while avoiding the presented weaknesses. In addition, installation of energy storage devices to balance the fluctuation in power generation and their associated impacts on UC models are reviewed. The contents of this paper provide ready-to-refer and ready-to-use information for the researchers working in the field of UC. Elsevier Ltd. 2017 Article PeerReviewed Abujarad, S. Y. and Mustafa, M. W. and Jamian, J. J. (2017) Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review. Renewable and Sustainable Energy Reviews, 70 . pp. 215-223. ISSN 1364-0321 http://dx.doi.org/10.1016/j.rser.2016.11.246 DOI:10.1016/j.rser.2016.11.246
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Abujarad, S. Y.
Mustafa, M. W.
Jamian, J. J.
Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review
description Unit Commitment (UC) is an optimization problem used to determine the operation schedule of the generating units at every hour interval with varying loads and generations under different generational, environmental and technical constraints. With the significant increase of Renewable Energy Sources (RES) integration into the power networks, effects posed by these system changes to the UC are actively being studied and investigated by global researchers and operation engineers. To this end, this paper firstly provides a literature survey of UC concept, objectives and constraints. Different UC models developed for addressing RES impacts are also reviewed. Moreover, many algorithms have been proposed in the past few decades to optimize the UC problem. This work explores the necessity for alternative optimization approaches for UC solution. In doing that, the work uncovers the advantages and disadvantages of the existing methodologies so that future algorithms could be designed in retaining the advantages of the existing methodologies while avoiding the presented weaknesses. In addition, installation of energy storage devices to balance the fluctuation in power generation and their associated impacts on UC models are reviewed. The contents of this paper provide ready-to-refer and ready-to-use information for the researchers working in the field of UC.
format Article
author Abujarad, S. Y.
Mustafa, M. W.
Jamian, J. J.
author_facet Abujarad, S. Y.
Mustafa, M. W.
Jamian, J. J.
author_sort Abujarad, S. Y.
title Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review
title_short Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review
title_full Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review
title_fullStr Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review
title_full_unstemmed Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review
title_sort recent approaches of unit commitment in the presence of intermittent renewable energy resources: a review
publisher Elsevier Ltd.
publishDate 2017
url http://eprints.utm.my/id/eprint/80409/
http://dx.doi.org/10.1016/j.rser.2016.11.246
_version_ 1643658404215914496
score 13.160551