Chong, Kai Lun and Lai, Sai Hin and Ahmed, Ali Najah and Zaafar, Wan Zurina Wan and Rao, Ravipudi Venkata and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Review on dam and reservoir optimal operation for irrigation and hydropower energy generation utilizing meta-heuristic algorithms. IEEE Access, 9. pp. 19488-19505. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2021.3054424.
Full text not available from this repository.Abstract
In engineering and scientific disciplines, there are extensive Optimization Application Problems (OAPs) such as economic dispatch, structural design, and water resources. One of the major OAPs is the operation of dams and reservoirs to minimize the gap between water supply for irrigation and demand patterns such as hydropower generation. Drawing optimal operation for dams and reservoirs is often categorized as discontinuity, multimodality, non-differentiability and non-convexity. Classical mathematical programming-based methods for optimization might be inappropriate or unrealizable in drawing optimal operation rules for dam and reservoir operation. During the last two decades, new optimization methods-based on nature-inspired meta-heuristic algorithms (MHAs) have motivated hydrologists to investigate MHAs as better alternative optimization tools for identifying the optimal dam and reservoir operation rules. To solve the dam and reservoir-optimization applications better, this review presents the past, present, and prospective research directions using MHAs. The problem of dam and reservoir optimization requires a fundamental shift of focus towards enhancing not only the problem formulation and decomposition but also the computational efficiency of MHAs.
| Item Type: | Article |
|---|---|
| Funders: | Universiti Malaya[RU001-2017B], Universiti Malaya[RP025C-18SUS] |
| Uncontrolled Keywords: | Reservoirs;Optimization;Dams;Mathematical model;Linear programming;Hydroelectric power generation;Adaptation models;Meta-heuristic algorithm;Reservoir operation; Optimization;Water resources management |
| Subjects: | T Technology > TA Engineering (General). Civil engineering (General) |
| Divisions: | Faculty of Engineering |
| Depositing User: | Ms Zaharah Ramly |
| Date Deposited: | 20 Jul 2022 02:09 |
| Last Modified: | 20 Jul 2022 02:09 |
| URI: | http://eprints.um.edu.my/id/eprint/34065 |
Actions (login required)
 |
View Item |
