An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control
Load Frequency Control (LFC) is one of power systems important requirements which maintain the zero steady-state errors in the frequency changing and restoring the natural frequency to its normal position. Many problems are subject to LFC such as suddenly large load or suddenly disconnecting generat...
| Autori principali: | , , |
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| Natura: | Articolo |
| Lingua: | English |
| Pubblicazione: |
Scientific Research
2013
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| Soggetti: | |
| Accesso online: | http://umpir.ump.edu.my/id/eprint/6239/1/An_Investigation_of_Scaled-FLC_Using_PSO_for_Multi-area_Power_System_Load_Frequency_Control.pdf |
| _version_ | 1825821743572320256 |
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| author | S. Jaber, Aqeel Abu Zaharin, Ahmad Abdalla, Ahmed N. |
| author_facet | S. Jaber, Aqeel Abu Zaharin, Ahmad Abdalla, Ahmed N. |
| author_sort | S. Jaber, Aqeel |
| collection | UMP |
| description | Load Frequency Control (LFC) is one of power systems important requirements which maintain the zero steady-state errors in the frequency changing and restoring the natural frequency to its normal position. Many problems are subject to LFC such as suddenly large load or suddenly disconnecting generating unit by the protection device. In this paper, multi-area Frequency Control by using the combination of PSO and fuzzy logic control (FLC) technique. PSO optimization method is used to tuning the fuzzy controller input and output gains. Four of an interconnected electrical power system used as a testing the effectiveness of the proposed method compared to a conventional PI controller and scaled-fuzzy controller. The simulation result has been shown that the controller can generate the best dynamic response in multi-load conditions. |
| first_indexed | 2024-03-06T11:46:08Z |
| format | Article |
| id | UMPir6239 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T11:46:08Z |
| publishDate | 2013 |
| publisher | Scientific Research |
| record_format | dspace |
| spelling | UMPir62392018-10-03T07:45:56Z http://umpir.ump.edu.my/id/eprint/6239/ An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control S. Jaber, Aqeel Abu Zaharin, Ahmad Abdalla, Ahmed N. TK Electrical engineering. Electronics Nuclear engineering Load Frequency Control (LFC) is one of power systems important requirements which maintain the zero steady-state errors in the frequency changing and restoring the natural frequency to its normal position. Many problems are subject to LFC such as suddenly large load or suddenly disconnecting generating unit by the protection device. In this paper, multi-area Frequency Control by using the combination of PSO and fuzzy logic control (FLC) technique. PSO optimization method is used to tuning the fuzzy controller input and output gains. Four of an interconnected electrical power system used as a testing the effectiveness of the proposed method compared to a conventional PI controller and scaled-fuzzy controller. The simulation result has been shown that the controller can generate the best dynamic response in multi-load conditions. Scientific Research 2013 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/6239/1/An_Investigation_of_Scaled-FLC_Using_PSO_for_Multi-area_Power_System_Load_Frequency_Control.pdf S. Jaber, Aqeel and Abu Zaharin, Ahmad and Abdalla, Ahmed N. (2013) An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control. Energy and Power Engineering, 5 (4). pp. 458-462. ISSN 1949-243X (print); 1947-3818 (online). (Published) http://dx.doi.org/10.4236/epe.2013.54B088 DOI; 10.4236/epe.2013.54B088. |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering S. Jaber, Aqeel Abu Zaharin, Ahmad Abdalla, Ahmed N. An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control |
| title | An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control |
| title_full | An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control |
| title_fullStr | An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control |
| title_full_unstemmed | An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control |
| title_short | An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control |
| title_sort | investigation of scaled flc using pso for multi area power system load frequency control |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/6239/1/An_Investigation_of_Scaled-FLC_Using_PSO_for_Multi-area_Power_System_Load_Frequency_Control.pdf |
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