Design an Optimal PI Controller Using Artificial Bee Colony Algorithm for Buck Converter
Applications of DC -DC converters become important especially with renewable energy systems. PI controller is used to control the desired performance of the converter. The determination of ideal parameter is the key issue for this controller. Intelligent approaches are explored to enhance the PI con...
Published in: | 2021 6th IEEE International Conference on Recent Advances and Innovations in Engineering, ICRAIE 2021 |
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Institute of Electrical and Electronics Engineers Inc.
2022
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2-s2.0-85136479965 Tajudin A.I.; Adika M.A.; Abd Samat A.A.; Abd Shukor S.F.; Daud K. Design an Optimal PI Controller Using Artificial Bee Colony Algorithm for Buck Converter 2022 2021 6th IEEE International Conference on Recent Advances and Innovations in Engineering, ICRAIE 2021 10.1109/ICRAIE52900.2021.9703778 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85136479965&doi=10.1109%2fICRAIE52900.2021.9703778&partnerID=40&md5=69a224078e43a374c7a1507c93c7c8cb Applications of DC -DC converters become important especially with renewable energy systems. PI controller is used to control the desired performance of the converter. The determination of ideal parameter is the key issue for this controller. Intelligent approaches are explored to enhance the PI controller parameter by using the Artificial Bee Colony (ABC) algorithm to achieve an optimum performance from the buck converter. The buck converter model with PI controller and ABC algorithm is developed using MATLAB/Simulink. The Integral Time-weight Absolute Error (ITAE) criterion is integrated into the model to isolate the error signal from the buck converter output and to be optimized by the ABC optimization technique. The performance of the proposed ABC algorithm on the buck converter are analysed on the desired voltage output, settling time, rise time, overshoot, and steady state error. The results show the ABC algorithm overcome several aspects compared with other selected optimization technique. © 2021 IEEE. Institute of Electrical and Electronics Engineers Inc. English Conference paper |
author |
Tajudin A.I.; Adika M.A.; Abd Samat A.A.; Abd Shukor S.F.; Daud K. |
spellingShingle |
Tajudin A.I.; Adika M.A.; Abd Samat A.A.; Abd Shukor S.F.; Daud K. Design an Optimal PI Controller Using Artificial Bee Colony Algorithm for Buck Converter |
author_facet |
Tajudin A.I.; Adika M.A.; Abd Samat A.A.; Abd Shukor S.F.; Daud K. |
author_sort |
Tajudin A.I.; Adika M.A.; Abd Samat A.A.; Abd Shukor S.F.; Daud K. |
title |
Design an Optimal PI Controller Using Artificial Bee Colony Algorithm for Buck Converter |
title_short |
Design an Optimal PI Controller Using Artificial Bee Colony Algorithm for Buck Converter |
title_full |
Design an Optimal PI Controller Using Artificial Bee Colony Algorithm for Buck Converter |
title_fullStr |
Design an Optimal PI Controller Using Artificial Bee Colony Algorithm for Buck Converter |
title_full_unstemmed |
Design an Optimal PI Controller Using Artificial Bee Colony Algorithm for Buck Converter |
title_sort |
Design an Optimal PI Controller Using Artificial Bee Colony Algorithm for Buck Converter |
publishDate |
2022 |
container_title |
2021 6th IEEE International Conference on Recent Advances and Innovations in Engineering, ICRAIE 2021 |
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container_issue |
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doi_str_mv |
10.1109/ICRAIE52900.2021.9703778 |
url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85136479965&doi=10.1109%2fICRAIE52900.2021.9703778&partnerID=40&md5=69a224078e43a374c7a1507c93c7c8cb |
description |
Applications of DC -DC converters become important especially with renewable energy systems. PI controller is used to control the desired performance of the converter. The determination of ideal parameter is the key issue for this controller. Intelligent approaches are explored to enhance the PI controller parameter by using the Artificial Bee Colony (ABC) algorithm to achieve an optimum performance from the buck converter. The buck converter model with PI controller and ABC algorithm is developed using MATLAB/Simulink. The Integral Time-weight Absolute Error (ITAE) criterion is integrated into the model to isolate the error signal from the buck converter output and to be optimized by the ABC optimization technique. The performance of the proposed ABC algorithm on the buck converter are analysed on the desired voltage output, settling time, rise time, overshoot, and steady state error. The results show the ABC algorithm overcome several aspects compared with other selected optimization technique. © 2021 IEEE. |
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Institute of Electrical and Electronics Engineers Inc. |
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language |
English |
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Conference paper |
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scopus |
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Scopus |
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1809678025151741952 |