PID controller adjustment for MA-LFC by using imperialist competitive algorithm
In this paper a new evolutionary computing method based on Imperialist Competitive Algorithm (ICA) is used for tuning the elements of a PID controller which is applied in a Multi Area Load Frequency Control System (MA-LFC). If a large power imbalance is suddenly happened in a multi area power electr...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2013
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| Online Access: | http://psasir.upm.edu.my/id/eprint/48038/1/PID%20controller%20adjustment%20for%20MA-LFC%20by%20using%20imperialist%20competitive%20algorithm.pdf |
| _version_ | 1796974907092893696 |
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| author | Soheilirad, Mohammadsoroush Farzan, Payam Othman, Mohammad Lutfi Karami, K. Hojabri, Mojgan |
| author_facet | Soheilirad, Mohammadsoroush Farzan, Payam Othman, Mohammad Lutfi Karami, K. Hojabri, Mojgan |
| author_sort | Soheilirad, Mohammadsoroush |
| collection | UPM |
| description | In this paper a new evolutionary computing method based on Imperialist Competitive Algorithm (ICA) is used for tuning the elements of a PID controller which is applied in a Multi Area Load Frequency Control System (MA-LFC). If a large power imbalance is suddenly happened in a multi area power electric system, generation units and also consumer sides will be affected by the distortion in the energy balance between both two sides. This inequality is firstly handled by the kinetic energy of the system turning components, but, eventually, the frequency will change. Therefore, LFC is considered as one of the most challenging issues in power system control and operation. PID type controllers are conventional solutions for MA-LFC. The three parameters of the PID controllers have been adjusted traditionally. In this paper, a PID controller is applied for the MA-LFC problem and then its parts are modified by using ICA method. To validate the application of the technique, a multi area network with some uncertainties is provided. Finally the results of the ICAPID controller are compared with the ones of GA optimized controllers. The simulation results show the success and the validity of the ICA-PID controller in compare with the GA - PID controller. |
| first_indexed | 2024-03-06T09:03:51Z |
| format | Conference or Workshop Item |
| id | upm.eprints-48038 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T09:03:51Z |
| publishDate | 2013 |
| publisher | IEEE |
| record_format | dspace |
| spelling | upm.eprints-480382019-04-22T01:03:52Z http://psasir.upm.edu.my/id/eprint/48038/ PID controller adjustment for MA-LFC by using imperialist competitive algorithm Soheilirad, Mohammadsoroush Farzan, Payam Othman, Mohammad Lutfi Karami, K. Hojabri, Mojgan In this paper a new evolutionary computing method based on Imperialist Competitive Algorithm (ICA) is used for tuning the elements of a PID controller which is applied in a Multi Area Load Frequency Control System (MA-LFC). If a large power imbalance is suddenly happened in a multi area power electric system, generation units and also consumer sides will be affected by the distortion in the energy balance between both two sides. This inequality is firstly handled by the kinetic energy of the system turning components, but, eventually, the frequency will change. Therefore, LFC is considered as one of the most challenging issues in power system control and operation. PID type controllers are conventional solutions for MA-LFC. The three parameters of the PID controllers have been adjusted traditionally. In this paper, a PID controller is applied for the MA-LFC problem and then its parts are modified by using ICA method. To validate the application of the technique, a multi area network with some uncertainties is provided. Finally the results of the ICAPID controller are compared with the ones of GA optimized controllers. The simulation results show the success and the validity of the ICA-PID controller in compare with the GA - PID controller. IEEE 2013 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/48038/1/PID%20controller%20adjustment%20for%20MA-LFC%20by%20using%20imperialist%20competitive%20algorithm.pdf Soheilirad, Mohammadsoroush and Farzan, Payam and Othman, Mohammad Lutfi and Karami, K. and Hojabri, Mojgan (2013) PID controller adjustment for MA-LFC by using imperialist competitive algorithm. In: 2013 IEEE 7th International Power Engineering and Optimization Conference (PEOCO 2013), 3-4 June 2013, Langkawi, Kedah. (pp. 507-512). 10.1109/PEOCO.2013.6564601 |
| spellingShingle | Soheilirad, Mohammadsoroush Farzan, Payam Othman, Mohammad Lutfi Karami, K. Hojabri, Mojgan PID controller adjustment for MA-LFC by using imperialist competitive algorithm |
| title | PID controller adjustment for MA-LFC by using imperialist competitive algorithm |
| title_full | PID controller adjustment for MA-LFC by using imperialist competitive algorithm |
| title_fullStr | PID controller adjustment for MA-LFC by using imperialist competitive algorithm |
| title_full_unstemmed | PID controller adjustment for MA-LFC by using imperialist competitive algorithm |
| title_short | PID controller adjustment for MA-LFC by using imperialist competitive algorithm |
| title_sort | pid controller adjustment for ma lfc by using imperialist competitive algorithm |
| url | http://psasir.upm.edu.my/id/eprint/48038/1/PID%20controller%20adjustment%20for%20MA-LFC%20by%20using%20imperialist%20competitive%20algorithm.pdf |
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