Hyeongmin Kim

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 · 54 citations

Fault Diagnosis, Variable Operating Conditions, Engineering +10

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 · 29 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +17

Self-supervised feature learning for motor fault diagnosis under various torque conditions

Sang Kyung Lee, Hyeongmin Kim, Minseok Chae et al. · Knowledge-Based Systems · 2024 · 19 citations

Fault Diagnosis, Various Torque Conditions, Engineering +10

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 · 16 citations

Fault Diagnosis, Engineering, Machine Learning +9

Mission planning and performance verification of an unmanned surface vehicle using a genetic algorithm

Ji-Hoon Park, Sukkeun Kim, Geemoon Noh et al. · International Journal of Naval Architecture and Ocean Engineering · 2021 · 14 citations · Full text

Engineering, Field Robotics, Unmanned Vehicle +18