Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam
This study focuses on the improvement of optimization model by applying particle swarm optimization and firefly algorithm methods to get a stable power production utility at its maximum level. Furthermore, it investigates on the minimization of utility loss in power production from the hydropower sy...
| Main Authors: | , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
EDP Sciences
2017
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/19531/1/fkee-2017-ali-Optimal%20Long-Term%20Hydro%20Generation%20Scheduling%20of%20Small%20Hydropower.pdf |
| _version_ | 1796992424737767424 |
|---|---|
| author | Hammid, Ali Thaeer M. H., Sulaiman |
| author_facet | Hammid, Ali Thaeer M. H., Sulaiman |
| author_sort | Hammid, Ali Thaeer |
| collection | UMP |
| description | This study focuses on the improvement of optimization model by applying particle swarm optimization and firefly algorithm methods to get a stable power production utility at its maximum level. Furthermore, it investigates on the minimization of utility loss in power production from the hydropower system, which is done by optimizing the variables of operation control in the hydropower plant at Lake Himreen - Diyala Dam. The variables mentioned are net turbine head, the rate of water flow and power production which had been gathered in the data during a research throughout a 10-year period. The results obtained from these two methods, namely Firefly Algorithm (FA) and Particle Swarm Optimization, (PSO) are compared. The inferences for general comparisons are created through several behavior indicators. The behavior indicators illustrate that FA's performance is better than PSO's performance, in some fields. At the end, the results show the strength of FA, as well as its efficiency and superiority. |
| first_indexed | 2024-03-06T12:19:53Z |
| format | Conference or Workshop Item |
| id | UMPir19531 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:19:53Z |
| publishDate | 2017 |
| publisher | EDP Sciences |
| record_format | dspace |
| spelling | UMPir195312018-05-21T05:11:32Z http://umpir.ump.edu.my/id/eprint/19531/ Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam Hammid, Ali Thaeer M. H., Sulaiman TK Electrical engineering. Electronics Nuclear engineering This study focuses on the improvement of optimization model by applying particle swarm optimization and firefly algorithm methods to get a stable power production utility at its maximum level. Furthermore, it investigates on the minimization of utility loss in power production from the hydropower system, which is done by optimizing the variables of operation control in the hydropower plant at Lake Himreen - Diyala Dam. The variables mentioned are net turbine head, the rate of water flow and power production which had been gathered in the data during a research throughout a 10-year period. The results obtained from these two methods, namely Firefly Algorithm (FA) and Particle Swarm Optimization, (PSO) are compared. The inferences for general comparisons are created through several behavior indicators. The behavior indicators illustrate that FA's performance is better than PSO's performance, in some fields. At the end, the results show the strength of FA, as well as its efficiency and superiority. EDP Sciences 2017 Conference or Workshop Item PeerReviewed application/pdf en cc_by http://umpir.ump.edu.my/id/eprint/19531/1/fkee-2017-ali-Optimal%20Long-Term%20Hydro%20Generation%20Scheduling%20of%20Small%20Hydropower.pdf Hammid, Ali Thaeer and M. H., Sulaiman (2017) Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam. In: MATEC Web of Conferences: UTP-UMP Symposium on Energy Systems 2017 (SES 2017) , 26-27 September 2017 , Perak, Malaysia. pp. 1-5., 131 (04017). ISSN 2261-236X https://doi.org/10.1051/matecconf/201713104017 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Hammid, Ali Thaeer M. H., Sulaiman Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam |
| title | Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam |
| title_full | Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam |
| title_fullStr | Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam |
| title_full_unstemmed | Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam |
| title_short | Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam |
| title_sort | optimal long term hydro generation scheduling of small hydropower plant shp using metaheuristic algorithm in himreen lake dam |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/19531/1/fkee-2017-ali-Optimal%20Long-Term%20Hydro%20Generation%20Scheduling%20of%20Small%20Hydropower.pdf |
| work_keys_str_mv | AT hammidalithaeer optimallongtermhydrogenerationschedulingofsmallhydropowerplantshpusingmetaheuristicalgorithminhimreenlakedam AT mhsulaiman optimallongtermhydrogenerationschedulingofsmallhydropowerplantshpusingmetaheuristicalgorithminhimreenlakedam |