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Review Article

Fault diagnosis of visual faults in photovoltaic modules: A Review

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Houssam Amiry, Rachid Bendaoud, Said Yadir, Fatima Chanaa, Abderrahim El-Abidi, Nour-Eddine Id Omar, Lahcen Boukhattem, Elhadi Baghaz, Wail El Bazi, Fahd Oudrhiri Hassani & Mohammadi Benhmida. (2023) Assessment of improved models for predicting PV module temperature and their electrical performance in a semi-arid coastal region. International Journal of Green Energy 20:14, pages 1584-1596.
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S. Ragul, S. Tamilselvi, S. Rengarajan & S. Guna Sundari. (2023) Cloud Computing and Machine Learning-based Electrical Fault Detection in the PV System. IETE Journal of Research 0:0, pages 1-18.
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Adila Fakhar, Ahmed M.A. Haidar, M.O. Abdullah & Narottam Das. (2023) Smart grid mechanism for green energy management: A comprehensive review. International Journal of Green Energy 20:3, pages 284-308.
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O. Yugeswar Reddy, Soumesh Chatterjee & Ajoy Kumar Chakraborty. (2022) Bilayered fault detection and classification scheme for low-voltage DC microgrid with weighted KNN and decision tree. International Journal of Green Energy 19:11, pages 1149-1159.
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Naveen Venkatesh Sridharan & Vaithiyanathan Sugumaran. (2022) Deep learning-based ensemble model for classification of photovoltaic module visual faults. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 44:2, pages 5287-5302.
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Naveen Venkatesh Sridharan & V Sugumaran. (2021) Convolutional Neural Network based Automatic Detection of Visible Faults in a Photovoltaic Module. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 0:0, pages 1-16.
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Articles from other publishers (12)

Zhibao Mian, Xiaofei Deng, Xiaohui Dong, Yuzhu Tian, Tianya Cao, Kairan Chen & Tareq Al Jaber. (2024) A literature review of fault diagnosis based on ensemble learning. Engineering Applications of Artificial Intelligence 127, pages 107357.
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Naveen Venkatesh Sridharan, Jerome Vasanth Joseph, Sugumaran Vaithiyanathan & Mohammadreza Aghaei. (2023) Weightless Neural Network-Based Detection and Diagnosis of Visual Faults in Photovoltaic Modules. Energies 16:15, pages 5824.
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Mathijs P.M. Tas & Wilfried G.J.H.M. van Sark. (2023) Experimental repair technique for glass defects of glass-glass photovoltaic modules – A techno-economic analysis. Solar Energy Materials and Solar Cells 257, pages 112397.
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Mahmoud Meribout, Varun Kumar Tiwari, Juan Pablo Peña Herrera & Asma Najeeb Mahfoudh Awadh Baobaid. (2023) Solar panel inspection techniques and prospects. Measurement 209, pages 112466.
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P Arun Balaji & V Sugumaran. (2023) Fault detection of automobile suspension system using decision tree algorithms: A machine learning approach. Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, pages 095440892311526.
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Claudia Buerhop, Lukas Bommes, Jan Schlipf, Tobias Pickel, Andreas Fladung & Ian Marius Peters. (2022) Infrared imaging of photovoltaic modules: a review of the state of the art and future challenges facing gigawatt photovoltaic power stations. Progress in Energy 4:4, pages 042010.
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Zefri Yahya, Sebari Imane, Hajji Hicham, Aniba Ghassane & El Bouchini-Idrissi Safia. (2022) Applied imagery pattern recognition for photovoltaic modules’ inspection: A review on methods, challenges and future development. Sustainable Energy Technologies and Assessments 52, pages 102071.
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V S Bharath Kurukuru, Ahteshamul Haque, Arun Kumar Tripathy & Mohammed Ali Khan. (2022) Machine learning framework for photovoltaic module defect detection with infrared images. International Journal of System Assurance Engineering and Management 13:4, pages 1771-1787.
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Hafsa Elidrissi, Hafsa Achakir, Yahya Zefri, Imane Sebari, Ghassane Aniba & Hicham Hajji. (2022) Automatic on Field Detection and Localization of Defective Solar Photovoltaic Modules from Orthorectified RGB UAV Imagery. Automatic on Field Detection and Localization of Defective Solar Photovoltaic Modules from Orthorectified RGB UAV Imagery.
S Naveen Venkatesh & V Sugumaran. (2022) Machine vision based fault diagnosis of photovoltaic modules using lazy learning approach. Measurement 191, pages 110786.
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Suresh Kumar Gawre. 2022. Planning of Hybrid Renewable Energy Systems, Electric Vehicles and Microgrid. Planning of Hybrid Renewable Energy Systems, Electric Vehicles and Microgrid 27 59 .
P N Kuznetsov & D Y Kotelnikov. (2021) Automated complex of intelligent monitoring of a solar power plant. Journal of Physics: Conference Series 2094:5, pages 052025.
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