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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
307
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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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