"Convolutional Auto-Encoder Based Boiler Tube Leakage Detection Method in a Thermal Power Plant"

Hyeongmin Kim, Kyumin Na, Jin Uk Ko, Heonjun Yoon, and Byeng D. Youn Conference : ASME 2023 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2023-08-23

"Few-Shot Learning Method for Fault Diagnosis of Permanent Magnet Synchronous Motors Under New Operating Conditions"

Minseok Chae, Hyeongmin Kim, Hye Jun Oh, Chan Hee Park, Heonjun Yoon, and Byeng D. Youn Conference : ASME 2023 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2023-08-23

"Multi-Level Domain Adaptation Network Based Fault Diagnosis of Rotating Machinery"

Jinwook Lee, Myungyon Kim, Jin Uk Ko, Joon Ha Jung, Kyung Ho Sun, and Byeng D. Youn Conference : ASME 2023 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2023-08-23

"MALSTM-MCN Ensemble Learning-based Planetary Gearbox Fault Diagnosis method"

Hye Jun Oh, Jinoh Yoo, Tae Hyung Kim, Minjung Kim, and Hyeongmin Kim Conference : 2023 IEEE Conference on Prognostics and Health Management 2023-06-06

"Inter-class Metric Learning based Depth-wise Convolutional Neural Network for Gear Fault Diagnosis"

Yong Chae Kim, Seungyun Lee, Sang Kyung Lee, Bongmo Kim, Jiwon Lee, Jinwook Lee, and Byeng D. Youn Conference : 2023 IEEE Conference on Prognostics and Health Management 2023-06-06

"Deep Learning-based Design Methodology of a Phononic Crystal with a Defect for Narrow Bandpass Filtering"

Donghyu Lee, Byeng D. Youn and Soo-Ho Jo Conference : 15th World Congress of Structural and Multidisciplinary Optimization 2023-06-05

"Statistical Stack Pressure Estimation in Module Level Using Phenomenological Swelling Model"

Hyunhee Choi, Chen Jiang, Taejin Kim, and Byeng D. Youn Conference : 15th World Congress of Structural and Multidisciplinary Optimization 2023-06-05

"Domain Adaptation based Fault Diagnosis under Variable Operating Conditions of a Rock Drill"

Yong Chae Kim, Taehun Kim, Jin Uk Ko, Jinwook Lee, and Keon Kim Conference : Annual Conference of the Prognostics and Health Management Society 2022 2022-11-03

"A Hybrid Approach of Data-Driven and Signal Processing-Based Methods for Fault Diagnosis of Hydraulic Rock Drill"

Hye Jun Oh, Jinoh Yoo, Sang Kyung Lee, Minseok Chae, Jongmin Park, and Byeng D. Youn Conference : Annual Conference of the Prognostics and Health Management Society 2022 2022-11-03

"Anomaly Detection of a Steam Turbine by a Novel Auto-Encoder-Based Dynamic Threshold"

Jin Uk Ko, Kyumin Na, and Byeng D. Youn Conference : ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2022-08-16

"Noise Robust Frequency Band Selection for Bearing Diagnosis using Acoustic Emission Signals"

Su J. Kim, Sungjong Kim, Seungyun Lee, Taejin Kim, and Byeng D. Youn Conference : ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2022-08-16

"A Multi-scale Residual Network with Attention Mechanism for Fault Diagnosis of Rotating Machines"

Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon, and Byeng D. Youn Conference : ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2022-08-15

"Adaptive Multi-Fidelity Surrogate Model Assisted by Gaussian Process Regression for Design Optimization of Variable Stiffness Composites with Fiber Steering Constraints"

Haichao An, Heung Soo Kim, and Byeng D. Youn Conference : 15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022-08-05

"Statistical Prediction of Stack Pressure Using Phenomenological Swelling Effect Model in Li-Ion Pouch Battery Module"

Hyunhee Choi and Byeng D. Youn Conference : 15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022-08-05

"Stochastic Physics-based Model Updating for Fatigue Crack Detection in Riveted Lap Joints Using Lamb Waves"

Wongon Kim and Byeng D. Youn Conference : 15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022-08-05

"Attention Based Multi-sensor Bearing Fault Diagnosis Considering Fault Relevance"

Sungjong Kim, Seungyun Lee, Su J. Kim, Jiwon Lee, Heonjun Yoon, and Byeng D. Youn Conference : International Conference on Energy, Aquatech and Sustainability 2022 2022-08-04