Chaehyun Suh

A health image for deep learning-based fault diagnosis of a permanent magnet synchronous motor under variable operating conditions: Instantaneous current residual map

Chan Hee Park, Hyeongmin Kim, Chaehyun Suh et al. · Reliability Engineering & System Safety · 2022 · 59 citations

Computing, Computer Science, Computer Vision +16

MPARN: multi-scale path attention residual network for fault diagnosis of rotating machines

Hyeongmin Kim, Chan Hee Park, Chaehyun Suh et al. · Journal of Computational Design and Engineering · 2023 · 32 citations · Full text

Computing, Computer Science, Feature Engineering +16

Stator current operation compensation (SCOC): A novel preprocessing method for deep learning-based fault diagnosis of permanent magnet synchronous motors under variable operating conditions

Hyeongmin Kim, Chan Hee Park, Chaehyun Suh et al. · Measurement · 2023 · 18 citations

Engineering, Computer Science, Electrical Engineering +16

Drive-Tolerant Current Residual Variance (DTCRV) for Fault Detection of a Permanent Magnet Synchronous Motor Under Operational Speed and Load Torque Conditions

Chan Hee Park, Junmin Lee, Hyeongmin Kim et al. · IEEE Access · 2021 · 12 citations · Full text

Engineering, Mechatronics Engineering, Fault-tolerant Computing +15

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

Minseok Chae, Hyeongmin Kim, Hye Jun Oh et al. · Journal of Computational Design and Engineering · 2024 · 10 citations · Full text

Computing, Computer Science, Computer Vision +16