Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values
Introduction. The efficiency of solar energy systems in producing electricity in a clean way. Reliance on it in industrial and domestic systems has led to the emergence of malfunctions in its facilities. During the operating period, these systems deteriorate, and this requires the development of a d...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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National Technical University "Kharkiv Polytechnic Institute"
2023-06-01
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| Series: | Electrical engineering & Electromechanics |
| Subjects: | |
| Online Access: | http://eie.khpi.edu.ua/article/view/264966/276510 |
| _version_ | 1797793335349346304 |
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| author | Y. Lahiouel S. Latreche M. Khemliche L. Boulemzaoud |
| author_facet | Y. Lahiouel S. Latreche M. Khemliche L. Boulemzaoud |
| author_sort | Y. Lahiouel |
| collection | DOAJ |
| description | Introduction. The efficiency of solar energy systems in producing electricity in a clean way. Reliance on it in industrial and domestic systems has led to the emergence of malfunctions in its facilities. During the operating period, these systems deteriorate, and this requires the development of a diagnostic system aimed at maintaining energy production at a maximum rate by detecting faults as soon as possible and addressing them. Goal. This work proposes the development of an algorithm to detect faults in the photovoltaic system, which based on fuzzy logic. Novelty. Calculate the distortion ratio of the voltage and current values resulting from each element in the photovoltaic system and processing it by the fuzzy logic controller, which leads to determining the nature of the fault. Results. As show in results using fuzzy logic control by calculating the distortion ratio of the voltage and current detect 12 faults in photovoltaic array, converter DC-DC and battery.
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| first_indexed | 2024-03-13T02:45:51Z |
| format | Article |
| id | doaj.art-da918763ab484eed8938a39d2a0fd216 |
| institution | Directory Open Access Journal |
| issn | 2074-272X 2309-3404 |
| language | English |
| last_indexed | 2024-03-13T02:45:51Z |
| publishDate | 2023-06-01 |
| publisher | National Technical University "Kharkiv Polytechnic Institute" |
| record_format | Article |
| series | Electrical engineering & Electromechanics |
| spelling | doaj.art-da918763ab484eed8938a39d2a0fd2162023-06-28T19:44:40ZengNational Technical University "Kharkiv Polytechnic Institute"Electrical engineering & Electromechanics2074-272X2309-34042023-06-0120234404610.20998/2074-272X.2023.4.06Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of valuesY. Lahiouel0https://orcid.org/0000-0001-7310-6138S. Latreche1https://orcid.org/0000-0002-1496-739XM. Khemliche2https://orcid.org/0000-0002-1448-3010L. Boulemzaoud3https://orcid.org/0000-0001-7948-6725University of Setif 1, AlgeriaUniversity of Setif 1, AlgeriaUniversity of Setif 1, AlgeriaUniversity of Setif 1, AlgeriaIntroduction. The efficiency of solar energy systems in producing electricity in a clean way. Reliance on it in industrial and domestic systems has led to the emergence of malfunctions in its facilities. During the operating period, these systems deteriorate, and this requires the development of a diagnostic system aimed at maintaining energy production at a maximum rate by detecting faults as soon as possible and addressing them. Goal. This work proposes the development of an algorithm to detect faults in the photovoltaic system, which based on fuzzy logic. Novelty. Calculate the distortion ratio of the voltage and current values resulting from each element in the photovoltaic system and processing it by the fuzzy logic controller, which leads to determining the nature of the fault. Results. As show in results using fuzzy logic control by calculating the distortion ratio of the voltage and current detect 12 faults in photovoltaic array, converter DC-DC and battery. http://eie.khpi.edu.ua/article/view/264966/276510photovoltaic systemfault diagnosisdistortion ratio of voltage and currentfuzzy logic controller |
| spellingShingle | Y. Lahiouel S. Latreche M. Khemliche L. Boulemzaoud Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values Electrical engineering & Electromechanics photovoltaic system fault diagnosis distortion ratio of voltage and current fuzzy logic controller |
| title | Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values |
| title_full | Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values |
| title_fullStr | Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values |
| title_full_unstemmed | Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values |
| title_short | Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values |
| title_sort | photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values |
| topic | photovoltaic system fault diagnosis distortion ratio of voltage and current fuzzy logic controller |
| url | http://eie.khpi.edu.ua/article/view/264966/276510 |
| work_keys_str_mv | AT ylahiouel photovoltaicfaultdiagnosisalgorithmusingfuzzylogiccontrollerbasedoncalculatingdistortionratioofvalues AT slatreche photovoltaicfaultdiagnosisalgorithmusingfuzzylogiccontrollerbasedoncalculatingdistortionratioofvalues AT mkhemliche photovoltaicfaultdiagnosisalgorithmusingfuzzylogiccontrollerbasedoncalculatingdistortionratioofvalues AT lboulemzaoud photovoltaicfaultdiagnosisalgorithmusingfuzzylogiccontrollerbasedoncalculatingdistortionratioofvalues |