OPTIMAL PID CONTROLLER BASED ON AN IMPROVED SPARROW SEARCH ALGORITHM FOR MULTI-AREA FREQUENCY CONTROL
To boost power system reliability there must be a good scheme for the automatic generation control to maintain the generation-load balance. The development of this scheme started with the enhancement of the sparrow search algorithm, where the initial population and producer selection was targeted to...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Technical University of Cluj-Napoca
2023-12-01
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| Series: | Carpathian Journal of Electrical Engineering |
| Subjects: | |
| Online Access: | http://cee.cunbm.utcluj.ro/wp-content/uploads/CJEE20231.pdf |
| _version_ | 1797206084350377984 |
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| author | Amobi Edward OKOLO Elvis TWUMASI Emmanuel Asuming FRIMPONG |
| author_facet | Amobi Edward OKOLO Elvis TWUMASI Emmanuel Asuming FRIMPONG |
| author_sort | Amobi Edward OKOLO |
| collection | DOAJ |
| description | To boost power system reliability there must be a good scheme for the automatic generation control to maintain the generation-load balance. The development of this scheme started with the enhancement of the sparrow search algorithm, where the initial population and producer selection was targeted to improve the search quality. The enhancement made was used to optimize the gain parameters of the PID controller increasing the overall system performance. The proposed scheme was tested on the two-area power system in the MATLAB/Simulink environment and comparisons were made with recent publications. Integral time absolute error (ITAE) was used as the performance index. The proposed method shows improved performance with minimum settling time. This work presents the enhancement of the sparrow search algorithm for the automatic generation control of a two-area non-reheat thermal power system. |
| first_indexed | 2024-04-24T09:01:23Z |
| format | Article |
| id | doaj.art-03bf30d779e143e09cfced250a7d9968 |
| institution | Directory Open Access Journal |
| issn | 1843-7583 |
| language | English |
| last_indexed | 2024-04-24T09:01:23Z |
| publishDate | 2023-12-01 |
| publisher | Technical University of Cluj-Napoca |
| record_format | Article |
| series | Carpathian Journal of Electrical Engineering |
| spelling | doaj.art-03bf30d779e143e09cfced250a7d99682024-04-15T19:47:01ZengTechnical University of Cluj-NapocaCarpathian Journal of Electrical Engineering1843-75832023-12-01171720OPTIMAL PID CONTROLLER BASED ON AN IMPROVED SPARROW SEARCH ALGORITHM FOR MULTI-AREA FREQUENCY CONTROLAmobi Edward OKOLO0Elvis TWUMASI1Emmanuel Asuming FRIMPONG2Kwame Nkrumah University of Science and Technology Kumasi, GhanaKwame Nkrumah University of Science and Technology Kumasi, GhanaKwame Nkrumah University of Science and Technology Kumasi, GhanaTo boost power system reliability there must be a good scheme for the automatic generation control to maintain the generation-load balance. The development of this scheme started with the enhancement of the sparrow search algorithm, where the initial population and producer selection was targeted to improve the search quality. The enhancement made was used to optimize the gain parameters of the PID controller increasing the overall system performance. The proposed scheme was tested on the two-area power system in the MATLAB/Simulink environment and comparisons were made with recent publications. Integral time absolute error (ITAE) was used as the performance index. The proposed method shows improved performance with minimum settling time. This work presents the enhancement of the sparrow search algorithm for the automatic generation control of a two-area non-reheat thermal power system.http://cee.cunbm.utcluj.ro/wp-content/uploads/CJEE20231.pdfarea control errorautomatic generation controlload frequency controlsparrow search algorithmpid controller |
| spellingShingle | Amobi Edward OKOLO Elvis TWUMASI Emmanuel Asuming FRIMPONG OPTIMAL PID CONTROLLER BASED ON AN IMPROVED SPARROW SEARCH ALGORITHM FOR MULTI-AREA FREQUENCY CONTROL Carpathian Journal of Electrical Engineering area control error automatic generation control load frequency control sparrow search algorithm pid controller |
| title | OPTIMAL PID CONTROLLER BASED ON AN IMPROVED SPARROW SEARCH ALGORITHM FOR MULTI-AREA FREQUENCY CONTROL |
| title_full | OPTIMAL PID CONTROLLER BASED ON AN IMPROVED SPARROW SEARCH ALGORITHM FOR MULTI-AREA FREQUENCY CONTROL |
| title_fullStr | OPTIMAL PID CONTROLLER BASED ON AN IMPROVED SPARROW SEARCH ALGORITHM FOR MULTI-AREA FREQUENCY CONTROL |
| title_full_unstemmed | OPTIMAL PID CONTROLLER BASED ON AN IMPROVED SPARROW SEARCH ALGORITHM FOR MULTI-AREA FREQUENCY CONTROL |
| title_short | OPTIMAL PID CONTROLLER BASED ON AN IMPROVED SPARROW SEARCH ALGORITHM FOR MULTI-AREA FREQUENCY CONTROL |
| title_sort | optimal pid controller based on an improved sparrow search algorithm for multi area frequency control |
| topic | area control error automatic generation control load frequency control sparrow search algorithm pid controller |
| url | http://cee.cunbm.utcluj.ro/wp-content/uploads/CJEE20231.pdf |
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