A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms

Reservoir operation optimisation secures benefits, such as optimising energy production while minimising the possibility of flooding, operating costs, and water scarcity, at the lowest possible cost. This paper carries reviews of research on reservoir optimisation models and the consequential challe...

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Main Authors: Lai, Vivien, Huang, Yuk Feng, Koo, Chai Hoon, Ahmed, Ali Najah, Ahmed El-Shafie, Ahmed Hussein Kamel
Format: Article
Published: Springer 2022
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Online Access:http://eprints.um.edu.my/42049/
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spelling my.um.eprints.420492023-10-16T08:08:57Z http://eprints.um.edu.my/42049/ A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms Lai, Vivien Huang, Yuk Feng Koo, Chai Hoon Ahmed, Ali Najah Ahmed El-Shafie, Ahmed Hussein Kamel T Technology (General) TA Engineering (General). Civil engineering (General) Reservoir operation optimisation secures benefits, such as optimising energy production while minimising the possibility of flooding, operating costs, and water scarcity, at the lowest possible cost. This paper carries reviews of research on reservoir optimisation models and the consequential challenges of optimally operating reservoir operations. An introductory section is given to the background of reservoir operations and the current concerns on the optimal reservoir operations, for the decision-makers and stakeholders. Next, the review covered the recent ten years (between 2011 and 2021), on the recent research developments in innovation and techniques of reservoir operation optimisation. Further reviews on the conventional techniques that are the traditional methods, linear programming, nonlinear programming, and dynamic programming are discussed. Enhancements to the techniques in improving the drawbacks of the traditional techniques in optimisation of reservoir policies are next explained and evaluated. Recent advances in applying metaheuristics optimisation algorithms beneficial to the reservoir operations are explained, including the advantages and hinderances. A comprehensive tabulated and categorised review according to the classification of reservoir models, evaluation methods, and reservoir systems is given. Springer 2022-08 Article PeerReviewed Lai, Vivien and Huang, Yuk Feng and Koo, Chai Hoon and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms. Archives Of Computational Methods In Engineering, 29 (5). pp. 3435-3457. ISSN 1134-3060, DOI https://doi.org/10.1007/s11831-021-09701-8 Published AUG 2022 <https://doi.org/10.1007/s11831-021-09701-8 Published AUG 2022>. 10.1007/s11831-021-09701-8 Published AUG 2022
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic T Technology (General)
TA Engineering (General). Civil engineering (General)
spellingShingle T Technology (General)
TA Engineering (General). Civil engineering (General)
Lai, Vivien
Huang, Yuk Feng
Koo, Chai Hoon
Ahmed, Ali Najah
Ahmed El-Shafie, Ahmed Hussein Kamel
A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms
description Reservoir operation optimisation secures benefits, such as optimising energy production while minimising the possibility of flooding, operating costs, and water scarcity, at the lowest possible cost. This paper carries reviews of research on reservoir optimisation models and the consequential challenges of optimally operating reservoir operations. An introductory section is given to the background of reservoir operations and the current concerns on the optimal reservoir operations, for the decision-makers and stakeholders. Next, the review covered the recent ten years (between 2011 and 2021), on the recent research developments in innovation and techniques of reservoir operation optimisation. Further reviews on the conventional techniques that are the traditional methods, linear programming, nonlinear programming, and dynamic programming are discussed. Enhancements to the techniques in improving the drawbacks of the traditional techniques in optimisation of reservoir policies are next explained and evaluated. Recent advances in applying metaheuristics optimisation algorithms beneficial to the reservoir operations are explained, including the advantages and hinderances. A comprehensive tabulated and categorised review according to the classification of reservoir models, evaluation methods, and reservoir systems is given.
format Article
author Lai, Vivien
Huang, Yuk Feng
Koo, Chai Hoon
Ahmed, Ali Najah
Ahmed El-Shafie, Ahmed Hussein Kamel
author_facet Lai, Vivien
Huang, Yuk Feng
Koo, Chai Hoon
Ahmed, Ali Najah
Ahmed El-Shafie, Ahmed Hussein Kamel
author_sort Lai, Vivien
title A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms
title_short A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms
title_full A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms
title_fullStr A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms
title_full_unstemmed A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms
title_sort review of reservoir operation optimisations: from traditional models to metaheuristic algorithms
publisher Springer
publishDate 2022
url http://eprints.um.edu.my/42049/
_version_ 1781704588300124160
score 13.160551