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...

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Published in:2021 6th IEEE International Conference on Recent Advances and Innovations in Engineering, ICRAIE 2021
Main Author: Tajudin A.I.; Adika M.A.; Abd Samat A.A.; Abd Shukor S.F.; Daud K.
Format: Conference paper
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85136479965&doi=10.1109%2fICRAIE52900.2021.9703778&partnerID=40&md5=69a224078e43a374c7a1507c93c7c8cb
id 2-s2.0-85136479965
spelling 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
container_volume
container_issue
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.
publisher Institute of Electrical and Electronics Engineers Inc.
issn
language English
format Conference paper
accesstype
record_format scopus
collection Scopus
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