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Performance analysis of PID controller and fuzzy logic controller for DC-DC boost converter

Demand of Power electronics converter is increased due to the rapid increase of green re-sources. The distributed nature of uncontrolled renewable energy resources are connected with the grid via power electronics converter. DC-DC converters are high-frequency current conversion circuits that use tr...

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Detalles Bibliográficos
Autores principales: Daraz, Amil, Basit, Abdul, Zhang, Guoqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586690/
https://www.ncbi.nlm.nih.gov/pubmed/37856453
http://dx.doi.org/10.1371/journal.pone.0281122
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author Daraz, Amil
Basit, Abdul
Zhang, Guoqiang
author_facet Daraz, Amil
Basit, Abdul
Zhang, Guoqiang
author_sort Daraz, Amil
collection PubMed
description Demand of Power electronics converter is increased due to the rapid increase of green re-sources. The distributed nature of uncontrolled renewable energy resources are connected with the grid via power electronics converter. DC-DC converters are high-frequency current conversion circuits that use transformers, inductors, and capacitors to smooth switching noise into regulated DC voltages. In this study, a comparative performance analysis of Proportional integral Derivative (PID) and fuzzy logic controller (FLC) for DC-DC Boost Converter is presented. PID-based controller for dynamic boosting of DC-DC boost converter was replaced by Fuzzy Inference system (FIS) to study the system behavior. Five different membership functions were performed to observe the response of the system for DC -DC boost converter with FIS controller. The performances of FIS-based controller and PID-based controller for DC-DC boost converter were compared in detail. Also, the proposed techniques for the switching mode of DC-DC converter have been applied. The performance analysis of both PID and fuzzy controller was simulated using MAT LAB. The results of FIS based approach are better than PID based controller in terms of transient responses.
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spelling pubmed-105866902023-10-20 Performance analysis of PID controller and fuzzy logic controller for DC-DC boost converter Daraz, Amil Basit, Abdul Zhang, Guoqiang PLoS One Research Article Demand of Power electronics converter is increased due to the rapid increase of green re-sources. The distributed nature of uncontrolled renewable energy resources are connected with the grid via power electronics converter. DC-DC converters are high-frequency current conversion circuits that use transformers, inductors, and capacitors to smooth switching noise into regulated DC voltages. In this study, a comparative performance analysis of Proportional integral Derivative (PID) and fuzzy logic controller (FLC) for DC-DC Boost Converter is presented. PID-based controller for dynamic boosting of DC-DC boost converter was replaced by Fuzzy Inference system (FIS) to study the system behavior. Five different membership functions were performed to observe the response of the system for DC -DC boost converter with FIS controller. The performances of FIS-based controller and PID-based controller for DC-DC boost converter were compared in detail. Also, the proposed techniques for the switching mode of DC-DC converter have been applied. The performance analysis of both PID and fuzzy controller was simulated using MAT LAB. The results of FIS based approach are better than PID based controller in terms of transient responses. Public Library of Science 2023-10-19 /pmc/articles/PMC10586690/ /pubmed/37856453 http://dx.doi.org/10.1371/journal.pone.0281122 Text en © 2023 Daraz et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Daraz, Amil
Basit, Abdul
Zhang, Guoqiang
Performance analysis of PID controller and fuzzy logic controller for DC-DC boost converter
title Performance analysis of PID controller and fuzzy logic controller for DC-DC boost converter
title_full Performance analysis of PID controller and fuzzy logic controller for DC-DC boost converter
title_fullStr Performance analysis of PID controller and fuzzy logic controller for DC-DC boost converter
title_full_unstemmed Performance analysis of PID controller and fuzzy logic controller for DC-DC boost converter
title_short Performance analysis of PID controller and fuzzy logic controller for DC-DC boost converter
title_sort performance analysis of pid controller and fuzzy logic controller for dc-dc boost converter
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586690/
https://www.ncbi.nlm.nih.gov/pubmed/37856453
http://dx.doi.org/10.1371/journal.pone.0281122
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