Tobias Pickel

Computer vision tool for detection, mapping, and fault classification of photovoltaics modules in aerial IR videos

Lukas Bommes, Tobias Pickel, Claudia Buerhop‐Lutz et al. · Progress in Photovoltaics Research and Applications · 2021 · 91 citations · Full text

Evolution of cell cracks in <scp>PV</scp>‐modules under field and laboratory conditions

Claudia Buerhop‐Lutz, Sven Wirsching, Andreas Bemm et al. · Progress in Photovoltaics Research and Applications · 2017 · 54 citations

Materials Science, Electrical Engineering, Power Output +15

Anomaly detection in IR images of PV modules using supervised contrastive learning

Lukas Bommes, Mathis Hoffmann, Claudia Buerhop‐Lutz et al. · Progress in Photovoltaics Research and Applications · 2022 · 46 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +22

Verifying defective <scp>PV</scp>‐modules by <scp>IR</scp>‐imaging and controlling with module optimizers

Claudia Buerhop‐Lutz, Frank W. Fecher, Tobias Pickel et al. · Progress in Photovoltaics Research and Applications · 2018 · 24 citations

Electrical Engineering, Engineering, Solar Power +11

Deep‐learning‐based pipeline for module power prediction from electroluminescense measurements

Mathis Hoffmann, Claudia Buerhop‐Lutz, Luca Reeb et al. · Progress in Photovoltaics Research and Applications · 2021 · 24 citations · Full text

Electrical Engineering, Engineering, Machine Learning +14