Yunhan Kim

Phase-based time domain averaging (PTDA) for fault detection of a gearbox in an industrial robot using vibration signals

Yunhan Kim, Jung‐Ho Park, Kyumin Na et al. · Mechanical Systems and Signal Processing · 2019 · 82 citations

Fault Diagnosis, Condition Monitoring, Engineering +13

A positive energy residual (PER) based planetary gear fault detection method under variable speed conditions

Jung‐Ho Park, Moussa Hamadache, Jong Moon Ha et al. · Mechanical Systems and Signal Processing · 2018 · 53 citations

Fault Diagnosis, Condition Monitoring, Variable Speed Conditions +4

A health-adaptive time-scale representation (HTSR) embedded convolutional neural network for gearbox fault diagnostics

Yunhan Kim, Kyumin Na, Byeng D. Youn · Mechanical Systems and Signal Processing · 2021 · 44 citations

Fault Diagnosis, Condition Monitoring, Convolutional Neural Network +12

Machining quality monitoring (MQM) in laser-assisted micro-milling of glass using cutting force signals: an image-based deep transfer learning

Yunhan Kim, Taekyum Kim, Byeng D. Youn et al. · Journal of Intelligent Manufacturing · 2021 · 42 citations

Engineering, Machine Learning, Image Analysis +12

Cepstrum-assisted empirical wavelet transform (CEWT)-based improved demodulation analysis for fault diagnostics of planetary gearboxes

Yunhan Kim, Jong Moon Ha, Kyumin Na et al. · Measurement · 2021 · 35 citations

Fault Diagnosis, Condition Monitoring, Improved Demodulation Analysis +8