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

Author:

Bommes Lukas1ORCID,Hoffmann Mathis23ORCID,Buerhop‐Lutz Claudia1ORCID,Pickel Tobias1,Hauch Jens1,Brabec Christoph13,Maier Andreas2,Marius Peters Ian1ORCID

Affiliation:

1. Forschungszentrum Jülich GmbH Helmholtz‐Institute Erlangen‐Nuremberg for Renewable Energies (HI ERN) Erlangen Germany

2. Pattern Recognition Lab, Department Informatik Universität Erlangen‐Nürnberg (FAU) Erlangen Germany

3. Institute Materials for Electronics and Energy Technology Universität Erlangen‐Nürnberg (FAU) Erlangen Germany

Funder

Bayerisches Staatsministerium für Ernährung, Landwirtschaft und Forsten

Publisher

Wiley

Subject

Electrical and Electronic Engineering,Condensed Matter Physics,Renewable Energy, Sustainability and the Environment,Electronic, Optical and Magnetic Materials

Reference80 articles.

1. REN21.Renewables 2020 global status report;2020.

2. IRENA.Future of solar photovoltaic: deployment investment technology grid integration and socio‐economic aspects. International Renewable Energy Agency Abu Dhabi;2019.

3. UAV system for photovoltaic plant inspection

4. Innovative Automated Control System for PV Fields Inspection and Remote Control

5. Unsupervised Fault Detection and Analysis for Large Photovoltaic Systems Using Drones and Machine Vision

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