"A Novel Fault Detection Method of Industrial Robots Using Motor Current Signals via Convolutional Neural Network (CNN)"

Yeongtak Oh, Yunhan Kim, Kyumin Na, and Byeng D. Youn Conference : The 5th International Conference on Materials and Reliability 2019-11-27

"Manipulation of Standing Wave Using Metamaterials for Enhanced Piezoelectric Energy Harvesting"

Yong Chang Shin, Heonjun Yoon, Soo-Ho Jo, and Byeng D. Youn Conference : The 4th International Conference on Active Materials and Soft Mechatronics 2019-10-18

"Multiple Defect Modes of a Phononic Crystal and Its Application to Broadband Piezoelectric Energy Harvesting"

Soo-Ho Jo, Heonjun Yoon, Yong Chang Shin, Wonjae Choi, Choon-Su Park, Miso Kim, and Byeng D. Youn Conference : The 4th International Conference on Active Materials and Soft Mechatronics 2019-10-18

"A Fatigue Crack Length Estimation and Prediction using Trans-fitting with Support Vector Regression"

Myeongbaek Youn, Yunhan Kim, Dongki Lee, and Minki Cho Conference : Annual Conference of the Prognostics and Health Management Society 2019 2019-09-25

"A Hybrid Approach of Data-driven and Physics-based Methods for Estimation and Prediction of Fatigue Crack Growth"

Hyeon Bae Kong, Soo-Ho Jo, Joon Ha Jung, Jong M. Ha, Yong Chang Shin, Heonjun Yoon, Kyung Ho Sun, Yun-Ho Seo, and Byung Chul Jeon Conference : Annual Conference of the Prognostics and Health Management Society 2019 2019-09-25

"Inter-turn Short Circuit Fault Detection in Permanent Magnet Synchronous Motors Based on Reference Voltage"

Giljun Ahn, Junmin Lee, Chan Hee Park, Myeongbaek Youn, and Byeng D. Youn Conference : Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED) 2019-08-29

"Fault Detection of PMSM under Non-Stationary Conditions Based on Wavelet Transformation Combined with Distance Approach"

Chan Hee Park, Junmin Lee, Giljun Ahn, Myeongbaek Youn and Byeng D. Youn Conference : Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED) 2019-08-28

"Deep Learning Based Domain Adaptation Techniques for Fault Diagnosis of Different Mechanical Systems"

Myungyon Kim, Joon Ha Jung, Jin Uk Ko, Hyeon Bae Kong, Byeng D. Youn, and Kyung Ho Sun Conference : ASME 2019 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2019-08-21

"Diagnosis of Fault Severity Level on Planetary Gearbox with Sparse Vibration Dataset by Generating Virtual Signal"

Sooho Kim and Byeng D. Youn Conference : ASME 2019 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2019-08-21

"Robust Fault Diagnosis Method for Low-Speed Rolling Element Bearings using Acoustic Emission Sensor"

Su J. Kim, Jongmin Park, Hwayong Jeong, and Byeng D. Youn Conference : ASME 2019 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2019-08-21

"Fault Detection of a Planetary Gear under Variable-speed Conditions Based on Time-frequency Image"

Jungho Park, Yunhan Kim, Kyumin Na, and Byeng D. Youn Conference : 2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE 2019) 2019-08-07

"Health State Estimation for Short-Circuit Fault of Insulated Gate Bipolar Transistor in Motor Drive System without Additional Sensor"

Junmin Lee and Byeng D. Youn Conference : 2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE 2019) 2019-08-07

"Uncertainty Analysis for Subsurface-originated Fatigue Failure Characteristics of Rolling Element Bearings"

Keunsu Kim and Byeng D. Youn Conference : 2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE 2019) 2019-08-07

"Autonomous Health Data Extraction for Power Transformer in Large Scale Data Sets using Autoencoder"

Sunuwe Kim, Hyunjae Kim, Wongon Kim, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management 2019 2019-07-24

"Deep CNN based Partial Discharge Classification Model for GIS Using On-site Data"

Jongmin Park, Sooho Kim, Hyunjae Kim, Sunuwe Kim, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management 2019 2019-07-24

"Elimination of Multi-axis Interference in Fault Detection of Industrial Robot based on Blind Source Separation"

Hao Yuan, Jungho Park, Yunhan Kim, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management 2019 2019-07-24