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시스템 건전성 및 리스크 관리 연구실
Laboratory for System Health & Risk Management
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International Conference
No.
Paper
Conference
Title
Authors
Date
Presentation Type
327
14th International Symposium on NDT in Aerospace
AI-Driven Diagnosis of Aircraft Anomalies using Flight Data Correlation Errors
Donghyu Lee, Yong Chae Kim, Gyeong Ryun Gwon, and Byeng D. Youn
2023-11-08
Oral
326
Asia Pacific Conference of the Prognostics and Health Management Society 2023
Sequential Domain Adaptation for Fault Diagnosis in Rotating Machinery
Yong Chae Kim, Jin Uk Ko, Jinwook Lee, Taehun Kim, Joon Ha Jung, and Byeng D. Youn
2023-09-14
Oral
325
Asia Pacific Conference of the Prognostics and Health Management Society 2023
Hybrid Approach of XGBoost and Rule-based Model for Fault Detection and Severity Estimation in Spacecraft Propulsion System
Sang Kyung Lee, Jiwon Lee, Seungyun Lee, Bongmo Kim, Yong Chae Kim, Jinwook Lee, and Byeng D. Youn
2023-09-13
Oral
324
Asia Pacific Conference of the Prognostics and Health Management Society 2023
Tacholess Instantaneous Speed Estimation Considering the Characteristics of Vibration Harmonics
Jinoh Yoo, Jongmin Park, Taehyung Kim, Jong M. Ha, and Byeng D. Youn
2023-09-13
Oral
323
Asia Pacific Conference of the Prognostics and Health Management Society 2023
A Quantitative Analysis of Domain Discrepancies Between General- Speed and Very Low-Speed Bearings and Its Applications to Fault Diagnosis of Very Low-Speed Bearings Using Transfer Learning
Seungyun Lee, Sungjong Kim, Jiwon Lee, Su J. Kim, Heonjun Yoon, and Byeng D. Youn
2023-09-12
Oral
322
ASME 2023 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference
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
2023-08-23
Oral
321
ASME 2023 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference
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
2023-08-23
Oral
320
ASME 2023 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference
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
2023-08-23
Oral
319
2023 IEEE Conference on Prognostics and Health Management
MALSTM-MCN Ensemble Learning-based Planetary Gearbox Fault Diagnosis method
Hye Jun Oh, Jinoh Yoo, Tae Hyung Kim, Minjung Kim, and Hyeongmin Kim
2023-06-06
Oral
318
2023 IEEE Conference on Prognostics and Health Management
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
2023-06-06
Oral
317
15th World Congress of Structural and Multidisciplinary Optimization
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
2023-06-05
Oral
316
15th World Congress of Structural and Multidisciplinary Optimization
Statistical Stack Pressure Estimation in Module Level Using Phenomenological Swelling Model
Hyunhee Choi, Chen Jiang, Taejin Kim, and Byeng D. Youn
2023-06-05
Oral
315
Annual Conference of the Prognostics and Health Management Society 2022
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
2022-11-03
Oral
314
Annual Conference of the Prognostics and Health Management Society 2022
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
2022-11-03
Oral
313
ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference
Anomaly Detection of a Steam Turbine by a Novel Auto-Encoder-Based Dynamic Threshold
Jin Uk Ko, Kyumin Na, and Byeng D. Youn
2022-08-16
Oral
312
ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference
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
2022-08-16
Oral
311
ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference
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
2022-08-15
Oral
310
15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics
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
2022-08-05
Oral
309
15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics
Statistical Prediction of Stack Pressure Using Phenomenological Swelling Effect Model in Li-Ion Pouch Battery Module
Hyunhee Choi and Byeng D. Youn
2022-08-05
Oral
308
15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics
Stochastic Physics-based Model Updating for Fatigue Crack Detection in Riveted Lap Joints Using Lamb Waves
Wongon Kim and Byeng D. Youn
2022-08-05
Oral
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