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...
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| Дата: | 2023 |
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| Формат: | Стаття |
| Мова: | English |
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National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine
2023
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| Онлайн доступ: | http://eie.khpi.edu.ua/article/view/264966 |
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| Назва журналу: | Electrical Engineering & Electromechanics |
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eiekhpieduua-article-2649662023-06-27T18:29:22Z Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values Lahiouel, Y. Latreche, S. Khemliche, M. Boulemzaoud, L. фотоелектрична система діагностика несправностей коефіцієнт спотворення напруги та струму контролер з нечіткою логікою photovoltaic system fault diagnosis distortion ratio of voltage and current fuzzy logic controller 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. Вступ. Ефективність систем сонячної енергії у виробництві електроенергії у чистий спосіб. Опора на нього в промислових та побутових системах призвела до виникнення несправностей у його об’єктах. У період експлуатації ці системи зношуються, і це вимагає розробки системи діагностики, спрямованої на підтримку вироблення енергії на максимальному рівні за рахунок якнайшвидшого виявлення несправностей та їх усунення. Мета. У цій роботі пропонується розробка алгоритму виявлення несправностей у фотоелектричній системі, що ґрунтується на нечіткій логіці. Новизна. Розрахувати коефіцієнт спотворення значень напруги та струму з кожного елемента фотоелектричної системи та обробити його контролером нечіткої логіки, що призводить до визначення характеру несправності. Результати. Як показують результати, використання нечіткого логічного управління шляхом розрахунку коефіцієнта спотворення напруги та струму дозволяє виявити 12 несправностей у фотоелектричній батареї, DC-DC перетворювачі та акумуляторі. National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine 2023-06-27 Article Article application/pdf http://eie.khpi.edu.ua/article/view/264966 10.20998/2074-272X.2023.4.06 Electrical Engineering & Electromechanics; No. 4 (2023); 40-46 Электротехника и Электромеханика; № 4 (2023); 40-46 Електротехніка і Електромеханіка; № 4 (2023); 40-46 2309-3404 2074-272X en http://eie.khpi.edu.ua/article/view/264966/276510 Copyright (c) 2023 Y. Lahiouel, S. Latreche, M. Khemliche, L. Boulemzaoud http://creativecommons.org/licenses/by-nc/4.0 |
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Electrical Engineering & Electromechanics |
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| datestamp_date |
2023-06-27T18:29:22Z |
| collection |
OJS |
| language |
English |
| topic |
photovoltaic system fault diagnosis distortion ratio of voltage and current fuzzy logic controller |
| spellingShingle |
photovoltaic system fault diagnosis distortion ratio of voltage and current fuzzy logic controller Lahiouel, Y. Latreche, S. Khemliche, M. Boulemzaoud, L. Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values |
| topic_facet |
фотоелектрична система діагностика несправностей коефіцієнт спотворення напруги та струму контролер з нечіткою логікою photovoltaic system fault diagnosis distortion ratio of voltage and current fuzzy logic controller |
| format |
Article |
| author |
Lahiouel, Y. Latreche, S. Khemliche, M. Boulemzaoud, L. |
| author_facet |
Lahiouel, Y. Latreche, S. Khemliche, M. Boulemzaoud, L. |
| author_sort |
Lahiouel, Y. |
| title |
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_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_sort |
photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values |
| title_alt |
Photovoltaic fault diagnosis algorithm using fuzzy logic controller based on calculating distortion ratio of values |
| 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. |
| publisher |
National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine |
| publishDate |
2023 |
| url |
http://eie.khpi.edu.ua/article/view/264966 |
| work_keys_str_mv |
AT lahiouely photovoltaicfaultdiagnosisalgorithmusingfuzzylogiccontrollerbasedoncalculatingdistortionratioofvalues AT latreches photovoltaicfaultdiagnosisalgorithmusingfuzzylogiccontrollerbasedoncalculatingdistortionratioofvalues AT khemlichem photovoltaicfaultdiagnosisalgorithmusingfuzzylogiccontrollerbasedoncalculatingdistortionratioofvalues AT boulemzaoudl photovoltaicfaultdiagnosisalgorithmusingfuzzylogiccontrollerbasedoncalculatingdistortionratioofvalues |
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2025-07-17T11:49:29Z |
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2025-07-17T11:49:29Z |
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