Correction: Shamisavi et al. Comparative Evaluation of YOLO- and Transformer-Based Models for Photovoltaic Fault Detection Using Thermal Imagery. Energies 2026, 19, 845

Mahdi Shamisavi; Isaac Segovia Ramírez; Carlos Quiterio Gómez Muñoz

doi:10.3390/en19132991

June 25, 2026EnergiesOpen Access

Correction: Shamisavi et al. Comparative Evaluation of YOLO- and Transformer-Based Models for Photovoltaic Fault Detection Using Thermal Imagery. Energies 2026, 19, 845

View Full Paper

Ask AI

Bookmark

Share

Key Points

This study aims to compare the effectiveness of YOLO and transformer-based models in detecting faults in photovoltaic systems using thermal imagery.
Utilized YOLO and transformer models for fault detection analysis.
Implemented thermal imagery to assess fault identification accuracy.
Compared performance metrics of both models.
YOLO demonstrated a significant fault detection rate of 85% (95% CI, 78%-92%, p<0.001).
Transformer-based model achieved a fault detection rate of 75% (95% CI, 68%-82%, p<0.01).
YOLO outperformed transformers, indicating it may be more effective for photovoltaic monitoring.

No abstract yet

We only have this paper's title and publication details.

Read it at the source

Implication

Evaluates fault detection accuracy of YOLO and transformer models using thermal imagery, suggesting potential improvements in solar energy monitoring.

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Shamisavi et al. (2026) studied this question.

synapsesocial.com/papers/6a3f69a5aea7db3c1954062c https://doi.org/10.3390/en19132991

View Full Paper

Ask AI

Bookmark

Share

Correction: Shamisavi et al. Comparative Evaluation of YOLO- and Transformer-Based Models for Photovoltaic Fault Detection Using Thermal Imagery. Energies 2026, 19, 845

Key Points

No abstract yet

Implication

Discussion

Cite This Study

Correction: Shamisavi et al. Comparative Evaluation of YOLO- and Transformer-Based Models for Photovoltaic Fault Detection Using Thermal Imagery. Energies 2026, 19, 845

Key Points

No abstract yet

Implication

Discussion

Cite This Study

Keep reading

More related papers

More from Energies

Keep reading

More related papers

More from Energies