Toothwise Fault Identification for a Planetary Gearbox Based on a Health Data Map. - Jong Moon Ha; Jungho Park; Kyumin Na; Yunhan Kim; Byeng D. Youn (IEEE Trans. Ind. Electron., 2018)

A new auto-encoder-based dynamic threshold to reduce false alarm rate for anomaly detection of steam turbines. - Jin Uk Ko; Kyumin Na; Joon-Seok Oh; Jaedong Kim; Byeng D. Youn (Expert Syst. Appl., 2022)

PERL: Probabilistic energy-ratio-based localization for boiler tube leaks using descriptors of acoustic emission signals. - Kyumin Na; Heonjun Yoon; Jaedong Kim; Sungjong Kim; Byeng D. Youn (Reliab. Eng. Syst. Saf., 2023)

Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data. - Hyeongmin Kim; Jin Uk Ko; Kyumin Na; Hyeonchan Lee; Hee-soo Kim; Jong-Duk Son; Heonjun Yoon; Byeng D. Youn (Expert Syst. Appl., 2023)

FASER: Fault-affected signal energy ratio for fault diagnosis of gearboxes under repetitive operating conditions. - Kyumin Na; Yunhan Kim; Heonjun Yoon; Byeng D. Youn (Expert Syst. Appl., 2024)

Optimized relative entropy for robust fault detection in excavator traveling gearboxes via smeared envelope spectrum analysis of cyclo-non-stationary signals. - Kyumin Na; Keon Kim; Jinoh Yoo; Jinwook Lee; Byeng D. Youn (Expert Syst. Appl., 2025)