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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
307 Paper image International Conference on Energy, Aquatech and Sustainability 2022 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 2022-08-04 Oral
306 Paper image International Conference on Energy, Aquatech and Sustainability 2022 Reinforcement Learning-based Optimal Parameter Estimation of Ultra Precision Machine Hyeongmin Kim, Maximilian Kosel, and Byeng D. Youn 2022-08-04 Oral
305 Paper image International Conference on Precision Engineering and Sustainable Manufacturing 2022 Stochastic Physics-based Model Updating Using Lamb Waves for Fatigue Crack Detection in Riveted Lap Joints Wongon Kim and Byeng D. Youn 2022-07-21 Oral
304 Paper image Asian Congress of Structural and Multidisciplinary Optimization 2022 A Data-driven Molding Process Optimization Considering Important Features Related to Molding Quality and Efficiency Minseok Chae, Wongon Kim, and Byeng D. Youn 2022-05-24 Oral
303 Paper image Asian Congress of Structural and Multidisciplinary Optimization 2022 A Methodology of Optimal Sensor Placement for Structural Health Monitoring Considering Information Redundancy, Model Uncertainty and Measurement Noise Haichao An, Byeng D. Youn, and Heung Soo Kim 2022-05-24 Oral
302 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 A Statistical Approach for Estimating Component Lifetime Based on Accelerated Life Testing Data In Chan Lee, Su J. Kim, Yunhan Kim, Joo Hyeon Im, Minseok Chae, and Byeng D. Youn 2021-09-10 Oral
301 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 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 2021-09-10 Oral
300 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 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 2021-09-10 Oral
299 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 Fault Detection Strategy of Industrial Robot using Current Signal Time-frequency Analysis Taewan Hwang, Yohan Joo, Jinshi Cui, and Byeng D. Youn 2021-09-10 Oral
298 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 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 2021-09-09 Oral
297 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 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 2021-09-09 Oral
296 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 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 2021-09-09 Oral
295 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 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 2021-09-09 Oral
294 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 Data Challenge: Deep Learning Based Fault Diagnosis Data Imputation of Compressor Using Vibration on Motor and Screw Sooho Kim and Byeng D. Youn 2021-09-09 Oral
293 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 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 2021-09-09 Oral
292 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 Fault Diagnosis of Planetary Gearbox using Deep Learning with Health Data Map under Varying Operating Condition Jong M. Ha and Byeng D. Youn 2021-09-09 Oral
291 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 Frequency Domain based Signal Separation for Spall Size Estimation of Rolling Element Bearing Hwayong Jeong, Su J. Kim, Heonjun Yoon, and Byeng D. Youn 2021-09-09 Oral
290 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 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 2021-09-09 Oral
289 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 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 2021-09-09 Oral
288 Paper image Asia Pacific Conference of the Prognostics and Health Management Society 2021 PHM for Smart Manufacturing David Siegel, Zongchang Liu, Byeng D. Youn, and Sang Won Lee 2021-09-09 Oral
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