T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery. (arXiv:2204.03725v1 [cs.AI])

Deep learning and big data algorithms have become widely used in industrial
applications to optimize several tasks in many complex systems. Particularly,
deep learning model for diagnosing and prognosing machinery health has
leveraged predictive maintenance (PdM) to be more accurate and reliable in
decision making, in this way avoiding unnecessary interventions, machinery
accidents, and environment catastrophes. Recently, Transformer Neural Networks
have gained notoriety and have been increasingly the favorite choice for
Natural Language Processing (NLP) tasks. Thus, given their recent …

ai architecture arxiv deep neural network diagnosis network neural network transformer