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시스템 건전성 및 리스크 관리 연구실

Laboratory for System Health & Risk Management

International Conference

No. Paper Conference Title Authors Date Presentation Type
327 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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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