Fuzzy maximum power point tracking compared to sliding mode technique for photovoltaic systems based on DC-DC boost converter
Aim. This paper presents the amelioration of maximum power point tracking using fuzzy logic methods for photovoltaic system supplying a standalone system. Method. The main role of the maximum power tracking is to force the system for working at the maximum point for each change of meteorological con...
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National Technical University "Kharkiv Polytechnic Institute"
2021
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oai:doaj.org-article:842dfde85db7447d9333ff4294cd10f82021-12-02T16:18:39ZFuzzy maximum power point tracking compared to sliding mode technique for photovoltaic systems based on DC-DC boost converter10.20998/2074-272X.2021.1.102074-272X2309-3404https://doaj.org/article/842dfde85db7447d9333ff4294cd10f82021-02-01T00:00:00Zhttp://eie.khpi.edu.ua/article/view/225191/225161https://doaj.org/toc/2074-272Xhttps://doaj.org/toc/2309-3404Aim. This paper presents the amelioration of maximum power point tracking using fuzzy logic methods for photovoltaic system supplying a standalone system. Method. The main role of the maximum power tracking is to force the system for working at the maximum point for each change of meteorological conditions. The classic technique Perturb and Observe is more attractive due to its simple and high efficiency. Sliding mode is a non-linear control technique; characterised by robustness against the parameters change or disturbances, it gives a good maximum power operation under different conditions such as changing solar radiation and photovoltaic cell temperature. Novelty. Fuzzy logic tracking technique is treated. Fuzzy rules construction is based on Perturb and Observe behaviour when the appropriate disturbance step is produced in order to obtain a fast system with an acceptable precision. We use in our study 60 W photovoltaic panel associated to boost chopper converter in order to supply a standalone system. Results. As show in results figures using fuzzy maximum power point tracking the ameliorate performances especially the very low oscillation rate (nearly 0.6 W), and very acceptable response time 0.1 s.K. NebtiR. LebiedNational Technical University "Kharkiv Polytechnic Institute"articlesolar panelmaximum power point trackingperturb and observesliding modefuzzy logicElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENRUUKElectrical engineering & Electromechanics, Iss 1, Pp 67-73 (2021) |
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EN RU UK |
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solar panel maximum power point tracking perturb and observe sliding mode fuzzy logic Electrical engineering. Electronics. Nuclear engineering TK1-9971 |
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solar panel maximum power point tracking perturb and observe sliding mode fuzzy logic Electrical engineering. Electronics. Nuclear engineering TK1-9971 K. Nebti R. Lebied Fuzzy maximum power point tracking compared to sliding mode technique for photovoltaic systems based on DC-DC boost converter |
| description |
Aim. This paper presents the amelioration of maximum power point tracking using fuzzy logic methods for photovoltaic system supplying a standalone system. Method. The main role of the maximum power tracking is to force the system for working at the maximum point for each change of meteorological conditions. The classic technique Perturb and Observe is more attractive due to its simple and high efficiency. Sliding mode is a non-linear control technique; characterised by robustness against the parameters change or disturbances, it gives a good maximum power operation under different conditions such as changing solar radiation and photovoltaic cell temperature. Novelty. Fuzzy logic tracking technique is treated. Fuzzy rules construction is based on Perturb and Observe behaviour when the appropriate disturbance step is produced in order to obtain a fast system with an acceptable precision. We use in our study 60 W photovoltaic panel associated to boost chopper converter in order to supply a standalone system. Results. As show in results figures using fuzzy maximum power point tracking the ameliorate performances especially the very low oscillation rate (nearly 0.6 W), and very acceptable response time 0.1 s. |
| format |
article |
| author |
K. Nebti R. Lebied |
| author_facet |
K. Nebti R. Lebied |
| author_sort |
K. Nebti |
| title |
Fuzzy maximum power point tracking compared to sliding mode technique for photovoltaic systems based on DC-DC boost converter |
| title_short |
Fuzzy maximum power point tracking compared to sliding mode technique for photovoltaic systems based on DC-DC boost converter |
| title_full |
Fuzzy maximum power point tracking compared to sliding mode technique for photovoltaic systems based on DC-DC boost converter |
| title_fullStr |
Fuzzy maximum power point tracking compared to sliding mode technique for photovoltaic systems based on DC-DC boost converter |
| title_full_unstemmed |
Fuzzy maximum power point tracking compared to sliding mode technique for photovoltaic systems based on DC-DC boost converter |
| title_sort |
fuzzy maximum power point tracking compared to sliding mode technique for photovoltaic systems based on dc-dc boost converter |
| publisher |
National Technical University "Kharkiv Polytechnic Institute" |
| publishDate |
2021 |
| url |
https://doaj.org/article/842dfde85db7447d9333ff4294cd10f8 |
| work_keys_str_mv |
AT knebti fuzzymaximumpowerpointtrackingcomparedtoslidingmodetechniqueforphotovoltaicsystemsbasedondcdcboostconverter AT rlebied fuzzymaximumpowerpointtrackingcomparedtoslidingmodetechniqueforphotovoltaicsystemsbasedondcdcboostconverter |
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