Author

Yanwen Xu

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BEARING EARLY FAULT DETECTION AND REMAINING USEFUL LIFE ESTIMATION WITH KNOWLEDGE-INFORMED MACHINE LEARNING

A knowledge-informed warm-start autoencoder that enables efficient adaptation of a pre-trained model to a new bearing with improved accuracy and fair computational effort is proposed, focusing on early fault detection and remaining useful life (RUL) estimation.

Jing-Yi Yan, M. Gardner, Yanwen Xu et al. · 0 citations