1. A deep transferable motion-adaptive fault detection method for industrial robots using a residual–convolutional neural network. (September 2022) Authors: Oh, Yeongtak; Kim, Yunhan; Na, Kyumin; Youn, Byeng D. Journal: ISA transactions Issue: Volume 128(2022)Part B Page Start: 521 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A health-adaptive time-scale representation (HTSR) embedded convolutional neural network for gearbox fault diagnostics. (15th March 2022) Authors: Kim, Yunhan; Na, Kyumin; Youn, Byeng D. Journal: Mechanical systems and signal processing Issue: Volume 167:Part B(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A new auto-encoder-based dynamic threshold to reduce false alarm rate for anomaly detection of steam turbines. (1st March 2022) Authors: Ko, Jin Uk; Na, Kyumin; Oh, Joon-Seok; Kim, Jaedong; Youn, Byeng D. Journal: Expert systems with applications Issue: Volume 189(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A positive energy residual (PER) based planetary gear fault detection method under variable speed conditions. (15th February 2019) Authors: Park, Jungho; Hamadache, Moussa; Ha, Jong M.; Kim, Yunhan; Na, Kyumin; Youn, Byeng D. Journal: Mechanical systems and signal processing Issue: Volume 117(2019) Page Start: 347 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. An image-based feature extraction method for fault diagnosis of variable-speed rotating machinery. (15th March 2022) Authors: Park, Jungho; Kim, Yunhan; Na, Kyumin; Youn, Byeng D.; Chen, Yuejian; Zuo, Ming J.; Bae, Yong-Chae Journal: Mechanical systems and signal processing Issue: Volume 167:Part B(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Cepstrum-assisted empirical wavelet transform (CEWT)-based improved demodulation analysis for fault diagnostics of planetary gearboxes. (October 2021) Authors: Kim, Yunhan; Ha, Jong M.; Na, Kyumin; Park, Jungho; Youn, Byeng D. Journal: Measurement Issue: Volume 183(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data. (1st April 2023) Authors: Kim, Hyeongmin; Ko, Jin Uk; Na, Kyumin; Lee, Hyeonchan; Kim, Hee-soo; Son, Jong-duk; Yoon, Heonjun; Youn, Byeng D. Journal: Expert systems with applications Issue: Volume 215(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. PERL: Probabilistic energy-ratio-based localization for boiler tube leaks using descriptors of acoustic emission signals. (February 2023) Authors: Na, Kyumin; Yoon, Heonjun; Kim, Jaedong; Kim, Sungjong; Youn, Byeng D. Journal: Reliability engineering & system safety Issue: Volume 230(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Phase-based time domain averaging (PTDA) for fault detection of a gearbox in an industrial robot using vibration signals. (April 2020) Authors: Kim, Yunhan; Park, Jungho; Na, Kyumin; Yuan, Hao; Youn, Byeng D.; Kang, Chang-soon Journal: Mechanical systems and signal processing Issue: Volume 138(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Variance of energy residual (VER): An efficient method for planetary gear fault detection under variable-speed conditions. (4th August 2019) Authors: Park, Jungho; Kim, Yunhan; Na, Kyumin; Youn, Byeng D. Journal: Journal of sound and vibration Issue: Volume 453(2019) Page Start: 253 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗