# Automatic detection of deteriorated photovoltaic modules using IRT images and deep learning (CNN, LSTM) strategies

> Research article (Engineering Failure Analysis, 2023) · cited 34× · AI/ML

**Wikidata**: [openalex:W4321072562](https://www.wikidata.org/wiki/openalex:W4321072562)  
**Source**: https://4ort.xyz/entity/automatic-detection-of-deteriorated-photovoltaic-modules-using-irt-images-and-deep-learning-cnn-lstm-strategies