Generative AI-based predictive maintenance in aviation: a systematic literature review

The review identified that most commonly used GAI models in aircraft PdM are generative adversarial networks, variational autoencoders or combination of these models, but knowledge sharing, model integration and specificity are the key challenges associated with the implementation of these models.