Cover Image

A novel hybrid MPPT controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: Experimental validation

Traditional MPPT algorithms have demonstrated effective performance relative to their flexibility and simplicity of implementation. However, its main disadvantages are the ineffectiveness and the large oscillations around the maximum power point under rapidly changing operating conditions. In order...

Full description

Saved in:
Bibliographic Details
Main Authors: Badoud, Abd Essalam, Mekhilef, Saad, Bouamama, Belkacem Ould
Format: Article
Published: Springer 2022
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.um.edu.my/42430/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.um.eprints.42430
record_format eprints
spelling my.um.eprints.424302023-10-09T06:15:56Z http://eprints.um.edu.my/42430/ A novel hybrid MPPT controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: Experimental validation Badoud, Abd Essalam Mekhilef, Saad Bouamama, Belkacem Ould TK Electrical engineering. Electronics Nuclear engineering Traditional MPPT algorithms have demonstrated effective performance relative to their flexibility and simplicity of implementation. However, its main disadvantages are the ineffectiveness and the large oscillations around the maximum power point under rapidly changing operating conditions. In order to achieve better performance in power production from a proton exchange membrane fuel cell system (PEMFC), we propose in this work a new hybrid controller focused on the bond graph and fuzzy logic (BG-FL-MPPT) to track the maximum power point under different weather conditions. The aim of the research is BG-FL-MPPT development, which will guarantee the optimum power reference operation of the system with greater efficiency, less error in the stability and voltage fluctuations. A rigorous comparison was made between the developed controller and the other three MPPT algorithms, including particle swarm optimization, fuzzy logic controller and Perturb and Observe, in three distinct test scenarios to check the effectiveness of the suggested controller. In terms of stability and robustness, it was found from the results obtained that the established controller assures the required operation of the studied system by tracking efficiency of up to 99.95% to achieve the maximum power point. A 90% faster convergence rate is obtained with a decrease in oscillations of 94.95%. The experimental tests were performed using a high-performance experimental platform, and in the same metrological conditions, an in-depth comparison of the experimental results with the results obtained by simulation was made. Springer 2022-03 Article PeerReviewed Badoud, Abd Essalam and Mekhilef, Saad and Bouamama, Belkacem Ould (2022) A novel hybrid MPPT controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: Experimental validation. Arabian Journal for Science and Engineering, 47 (3). pp. 3201-3220. ISSN 2193-567X, DOI https://doi.org/10.1007/s13369-021-06096-3 <https://doi.org/10.1007/s13369-021-06096-3>. 10.1007/s13369-021-06096-3
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Badoud, Abd Essalam
Mekhilef, Saad
Bouamama, Belkacem Ould
A novel hybrid MPPT controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: Experimental validation
description Traditional MPPT algorithms have demonstrated effective performance relative to their flexibility and simplicity of implementation. However, its main disadvantages are the ineffectiveness and the large oscillations around the maximum power point under rapidly changing operating conditions. In order to achieve better performance in power production from a proton exchange membrane fuel cell system (PEMFC), we propose in this work a new hybrid controller focused on the bond graph and fuzzy logic (BG-FL-MPPT) to track the maximum power point under different weather conditions. The aim of the research is BG-FL-MPPT development, which will guarantee the optimum power reference operation of the system with greater efficiency, less error in the stability and voltage fluctuations. A rigorous comparison was made between the developed controller and the other three MPPT algorithms, including particle swarm optimization, fuzzy logic controller and Perturb and Observe, in three distinct test scenarios to check the effectiveness of the suggested controller. In terms of stability and robustness, it was found from the results obtained that the established controller assures the required operation of the studied system by tracking efficiency of up to 99.95% to achieve the maximum power point. A 90% faster convergence rate is obtained with a decrease in oscillations of 94.95%. The experimental tests were performed using a high-performance experimental platform, and in the same metrological conditions, an in-depth comparison of the experimental results with the results obtained by simulation was made.
format Article
author Badoud, Abd Essalam
Mekhilef, Saad
Bouamama, Belkacem Ould
author_facet Badoud, Abd Essalam
Mekhilef, Saad
Bouamama, Belkacem Ould
author_sort Badoud, Abd Essalam
title A novel hybrid MPPT controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: Experimental validation
title_short A novel hybrid MPPT controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: Experimental validation
title_full A novel hybrid MPPT controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: Experimental validation
title_fullStr A novel hybrid MPPT controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: Experimental validation
title_full_unstemmed A novel hybrid MPPT controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: Experimental validation
title_sort novel hybrid mppt controller based on bond graph and fuzzy logic in proton exchange membrane fuel cell system: experimental validation
publisher Springer
publishDate 2022
url http://eprints.um.edu.my/42430/
_version_ 1781704642779938816
score 13.211869

Similar Items