Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter
This study presents an adaptive perturb and observe (P&O)-fuzzy control maximum power point tracking (MPPT) for photovoltaic (PV) boost dc-dc converter. P&O is known as a very simple MPPT algorithm and used widely. Fuzzy logic is also simple to be developed and provides fast response. The pr...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
The Institution of Engineering and Technology
2014
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/37058/ http://psasir.upm.edu.my/id/eprint/37058/1/Development%20of%20adaptive%20perturb%20and%20observe.pdf |
| _version_ | 1848848506148618240 |
|---|---|
| author | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Abd Rahim, Nasrudin |
| author_facet | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Abd Rahim, Nasrudin |
| author_sort | Mohd Zainuri, Muhammad Ammirrul Atiqi |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This study presents an adaptive perturb and observe (P&O)-fuzzy control maximum power point tracking (MPPT) for photovoltaic (PV) boost dc-dc converter. P&O is known as a very simple MPPT algorithm and used widely. Fuzzy logic is also simple to be developed and provides fast response. The proposed technique combines both of their advantages. It should improve MPPT performance especially with existing of noise. For evaluation and comparison analysis, conventional P&O and fuzzy logic control algorithms have been developed too. All the algorithms were simulated in MATLAB-Simulink, respectively, together with PV module of Kyocera KD210GH-2PU connected to PV boost dc-dc converter. For hardware implementation, the proposed adaptive P&O-fuzzy control MPPT was programmed in TMS320F28335 digital signal processing board. The other two conventional MPPT methods were also programmed for comparison purpose. Performance assessment covers overshoot, time response, maximum power ratio, oscillation and stability as described further in this study. From the results and analysis, the adaptive P&O-fuzzy control MPPT shows the best performance with fast time response, less overshoot and more stable operation. It has high maximum power ratio as compared to the other two conventional MPPT algorithms especially with existing of noise in the system at low irradiance. |
| first_indexed | 2025-11-15T09:35:35Z |
| format | Article |
| id | upm-37058 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T09:35:35Z |
| publishDate | 2014 |
| publisher | The Institution of Engineering and Technology |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-370582015-10-06T07:09:33Z http://psasir.upm.edu.my/id/eprint/37058/ Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Abd Rahim, Nasrudin This study presents an adaptive perturb and observe (P&O)-fuzzy control maximum power point tracking (MPPT) for photovoltaic (PV) boost dc-dc converter. P&O is known as a very simple MPPT algorithm and used widely. Fuzzy logic is also simple to be developed and provides fast response. The proposed technique combines both of their advantages. It should improve MPPT performance especially with existing of noise. For evaluation and comparison analysis, conventional P&O and fuzzy logic control algorithms have been developed too. All the algorithms were simulated in MATLAB-Simulink, respectively, together with PV module of Kyocera KD210GH-2PU connected to PV boost dc-dc converter. For hardware implementation, the proposed adaptive P&O-fuzzy control MPPT was programmed in TMS320F28335 digital signal processing board. The other two conventional MPPT methods were also programmed for comparison purpose. Performance assessment covers overshoot, time response, maximum power ratio, oscillation and stability as described further in this study. From the results and analysis, the adaptive P&O-fuzzy control MPPT shows the best performance with fast time response, less overshoot and more stable operation. It has high maximum power ratio as compared to the other two conventional MPPT algorithms especially with existing of noise in the system at low irradiance. The Institution of Engineering and Technology 2014 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/37058/1/Development%20of%20adaptive%20perturb%20and%20observe.pdf Mohd Zainuri, Muhammad Ammirrul Atiqi and Mohd Radzi, Mohd Amran and Che Soh, Azura and Abd Rahim, Nasrudin (2014) Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter. IET Renewable Power Generation, 8 (2). pp. 183-194. ISSN 1752-1416; ESSN: 1752-1424 10.1049/iet-rpg.2012.0362 |
| spellingShingle | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Abd Rahim, Nasrudin Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter |
| title | Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter |
| title_full | Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter |
| title_fullStr | Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter |
| title_full_unstemmed | Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter |
| title_short | Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter |
| title_sort | development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter |
| url | http://psasir.upm.edu.my/id/eprint/37058/ http://psasir.upm.edu.my/id/eprint/37058/ http://psasir.upm.edu.my/id/eprint/37058/1/Development%20of%20adaptive%20perturb%20and%20observe.pdf |