Binary Classification of Defective Solar PV Modules Using Thermography
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2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC) (A Joint Conference of 45th IEEE PVSC, 28th PVSEC & 34th EU PVSEC), 2018
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Fault Diagnosis of Photovoltaic Modules through Image Processing and Canny Edge Detection on Field Thermographic Measurements
Antonios Gasteratos
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Analysis and characterization of PV module defects by thermographic inspection
redin-Revista Facultad de Ingeniería Universidad de Antioquia, Oscar Duque
Revista Facultad de Ingeniería, Universidad de Antioquia, 2019
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Automatic Faults Detection of Photovoltaic Farms: solAIr, a Deep Learning-Based System for Thermal Images
Roberto Pierdicca
Energies
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Photovoltaic defect classification through thermal infrared imaging using a machine learning approach
Christopher Dunderdale
Progress in Photovoltaics: Research and Applications, 2019
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Detection of Malfunctioning Photovoltaic Modules Based on Machine Learning Algorithms
Cooper Ku
IEEE Access, 2021
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Early defect diagnosis in installed PV modules exploiting spatio-temporal information from thermal images
Spiridon Likothanassis, Spiros Likothanassis, Corrado Giancaspro
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Fault Detection of Solar PV System Using SVM and Thermal Image Processing
karuppiah natarajan
International Journal of Renewable Energy Research, 2020
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Deep Learning-Based Faults Detection and Classification in Photovoltaic Systems Using Voltage and Current Images
Jordan Journal of Electrical Engineering (JJEE)
Jordan Journal of Electrical Engineering, 2024
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Photovoltaic Modules Diagnosis Using Computer Vision
Rohit Nakashe
Soft Computing Research Society eBooks, 2023
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Detecting Defects in Photovoltaic Panels With the Help of Synchronized Thermography
Kimmo Leppänen
IEEE Transactions on Instrumentation and Measurement
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A Novel Convolutional Neural Network Based Approach for Fault Classification in Photovoltaic Arrays
Farkhanda Aziz
IEEE Access, 2020
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Importance of Image Enhancement and CDF for Fault Assessment of Photovoltaic Module Using IR Thermal Image
Ronnie Serfa Juan
Applied Sciences, 2021
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Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects
Mohamed Trabelsi
IEEE Access, 2021
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Photovoltaic Panels Classification Using Isolated and Transfer Learned Deep Neural Models Using Infrared Thermographic Images
waqas ahmed
Sensors, 2021
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Defect localisation in photovoltaic panels with the help of synchronized thermography
Kimmo Leppänen
2017 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2017
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Thermal Fault Detection System for PV Solar Modules
Yunus Uzun
Electrical and Electronics Engineering: An International Journal (ELELIJ), 2017
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Photovoltaics Plant Fault Detection Using Deep Learning Techniques
Dadajon Jurakuziev
Remote Sensing
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Environmental Fault Diagnosis of Solar Panels Using Solar Thermal Images in Multiple Convolutional Neural Networks
Tamilselvi Selvaraj
International Transactions on Electrical Energy Systems
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A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy
Maryam Paparimoghadamborazjani
2022
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Infrared Thermography Based Defects Testing of Solar Photovoltaic Panel with Fuzzy Rule-Based Evaluation
Umashankar Subramaniam
Energies, 2020
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Convolutional Neural Network for Dust and Hotspot Classification in PV Modules
Antonino D'Amico
Energies, 2020
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Quantitative Comparison of Infrared Thermography, Visual Inspection, and Electrical Analysis Techniques on Photovoltaic Modules: A Case Study
CARLOS ALFONSO TAZIN MEZA
Energies, 2022
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Damage Detection and Performance Evaluation of Photovoltaic Panels Used in Rural Area through Thermography Analysis
Biomechanism and Bioenergy Research
Biomechanism and Bioenergy Research, 2022
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Rapid Fault Diagnosis of Photovoltaic Panels Under Outdoor Environmental Conditions
Kimmo Leppänen
2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)
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ANALYSIS OF PV PANELS FAULTS BY THERMOGRAPHY
Cepisca Costin, Florin Anc
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Automatic Inspection of Photovoltaic Power Plants Using Aerial Infrared Thermography: A Review
Mohammadreza Aghaei
Energies, 2022
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A Quantitative and Computer-Aided Thermography-Based Diagnostics for PV Devices—Part II: Platform and Results
Francescomaria Marino, Silvano Vergura
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Long Short-Term Memory Networks based Automatic Feature Extraction for Photovoltaic Array Fault Diagnosis
Frimpong Kyeremeh
IEEE Access, 2019
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