Multi-Patch Time Series Transformer for Robust Bearing Fault Detection with Varying Noise

In time-series studies involving bearing sensor data, Gaussian noise and white noise techniques are commonly employed to evaluate model robustness. However, these conventional noise techniques are limited in their applicability to real-world industrial environments. This paper proposes three novel n...

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Bibliographic Details
Main Authors: Sangkeun Ko, Suan Lee
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/3/1257
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