Stator current operation compensation (SCOC): A novel preprocessing method for deep learning-based fault diagnosis of permanent magnet synchronous motors under variable operating conditions
Kim, Hyeongmin, Hee Park, Chan, Suh, Chaehyun, Chae, Minseok, Jun Oh, Hye, Yoon, Heonjun, Youn, Byeng D.
Published in Measurement : journal of the International Measurement Confederation (15.11.2023)
Published in Measurement : journal of the International Measurement Confederation (15.11.2023)
Get full text
Journal Article
PCDC: prototype-assisted dual-contrastive learning with depthwise separable convolutional neural network for few-shot fault diagnosis of permanent magnet synchronous motors under new operating conditions
Chae, Minseok, Kim, Hyeongmin, Oh, Hye Jun, Park, Chan Hee, Suh, Chaehyun, Yoon, Heonjun, Youn, Byeng D
Published in Journal of computational design and engineering (21.06.2024)
Published in Journal of computational design and engineering (21.06.2024)
Get full text
Journal Article
Self-supervised feature learning for motor fault diagnosis under various torque conditions
Lee, Sang Kyung, Kim, Hyeongmin, Chae, Minseok, Oh, Hye Jun, Yoon, Heonjun, Youn, Byeng D.
Published in Knowledge-based systems (15.03.2024)
Published in Knowledge-based systems (15.03.2024)
Get full text
Journal Article
A Hybrid Approach Combining Data-Driven and Signal-Processing-Based Methods for Fault Diagnosis of a Hydraulic Rock Drill
Oh, Hye Jun, Yoo, Jinoh, Lee, Sangkyung, Chae, Minseok, Park, Jongmin, Youn, Byeng D
Published in International journal of prognostics and health management (10.07.2023)
Published in International journal of prognostics and health management (10.07.2023)
Get full text
Journal Article
A Hybrid Approach Combining Data-Driven and Signal-ProcessingBased Methods for Fault Diagnosis of a Hydraulic Rock Drill
Hye Jun Oh, Jinoh Yoo, Sangkyung Lee, Minseok Chae, Jongmin Park, Byeng D. Youn
Published in International journal of prognostics and health management (01.01.2023)
Published in International journal of prognostics and health management (01.01.2023)
Get full text
Journal Article
MALSTM-MCN Ensemble Learning-based Planetary Gearbox Fault Diagnosis method
Oh, Hye Jun, Yoo, Jinoh, Kim, Tae Hyung, Kim, Minjung, Kim, Hyeongmin
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
Get full text
Conference Proceeding