"Fault Detection Method for Industrial Robots using Control Data based on Residual Analysis under Various Speed and Motion Profiles"

Jongmin Park, Dowan Kim, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-10

"Fault Detection of Gearbox in an Industrial Robot under Various Motion Profile using Noise-to-Signal Ratio of Single-Phase Motor Current Signal"

Dowan Kim, Jongmin Park, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-10

"Fault Detection Strategy of Industrial Robot using Current Signal Time-frequency Analysis"

Taewan Hwang, Yohan Joo, Jinshi Cui, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-10

"A Novel Health Feature for Fault Diagnosis of a Servo Motor Under Non-stationary Conditions"

Chan Hee Park, Hyeongmin Kim, Chaehyun Suh, Minseok Chae, Heonjun Yoon, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"A Probabilistic Threshold considering Probability Distribution of Reconstruction Error on a Latent Space for Anomaly Detection using Auto-Encoder"

Kyumin Na, Jin Uk Ko, Hyeongmin Kim, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Anomaly Detection of Multichannel Complex Industrial Systems using Physically Grouped"

Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Data Augmentation Using Statistical Model Calibration for Power Plant Prognostics and Health Management"

Hyunhee Choi, Hyejeong Son, Salman Khalid, Heung Soo Kim, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Data Challenge: Deep Learning Based Fault Diagnosis Data Imputation of Compressor Using Vibration on Motor and Screw"

Sooho Kim and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Deep Learning-Based Data Imputation and Fault Diagnosis of Oil-Injection Screw Compressor"

Taehun Kim, Hyunhee Choi, In Chan Lee, Hyeonchan Lee, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Fault Diagnosis of Planetary Gearbox using Deep Learning with Health Data Map under Varying Operating Condition"

Jong M. Ha and Byeng D. Youn Conference : Fault Diagnosis of Planetary Gearbox using Deep Learning with Health Data Map under Varying Operating Condition 2021-09-09

"Frequency Domain based Signal Separation for Spall Size Estimation of Rolling Element Bearing"

Hwayong Jeong, Su J. Kim, Heonjun Yoon, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Intelligent Fault Diagnosis and Signal Forecasting for Prognostics, and Health Management of An Oil-injection Screw Compressor"

Jinwook Lee, Hyeongmin Kim, Donghyu Lee, Hwayong Jeong, Dowan Kim, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Optimal Sensor Distribution Condering Sensor Fault under Uncertainty and Sensor Clustering for Vibration-Based Damage Detection"

Haichao An, Byeng D, Youn, and Heung Soo Kim Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"PHM for Smart Manufacturing"

David Siegel, Zongchang Liu, Byeng D. Youn, and Sang Won Lee Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Physics-informed Convolutional Neural Network based Fault Diagnosis for Overhead Hoist Transports"

Chaehyun Suh, Chan Hee Park, Hyeongmin Kim, Minseok Chae, Heonjun Yoon and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Resonance in Elastic Waves for Enhanced Piezoelectric Energy Harvesting"

Yong Chang Shin, Soo-Ho Jo, Heonjun Yoon, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09