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시스템 건전성 및 리스크 관리 연구실

Laboratory for System Health & Risk Management

International Journal

No. Paper Journal Title Authors Date Citation Index
188 Paper image Journal of Computational Design and Engineering Robust Deep Learning-based Fault Detection of Planetary Gearbox Using Enhanced Health Data Map under Domain Shift Problem Taewan Hwang, Jong M. Ha*, and Byeng D. Youn* 2023-08 SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
187 Paper image International Journal of Prognostics and Health Management A Hybrid Approach Combining Data-Driven and Signal-Processing- Based Methods for Fault Diagnosis of a Hydraulic Rock Drill Hye Jun Oh, Jinoh Yoo, Sang Kyung Lee, Minseok Chae, Jongmin Park, and Byeng D. Youn* 2023-07 SCOPUS (IF: 2.1)
186 Paper image International Journal of Prognostics and Health Management 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 2023-07 SCOPUS (IF: 2.1)
185 Paper image Mechanical Systems and Signal Processing Editorial: Special issue on Physics-informed Machine learning Enabling Fault Feature Extraction and Robust Failure Prognosis Chao Hu, Kai Goebel, David Howey, Zhike Peng, Dong Wang, Peng Wang, and Byeng D. Youn 2023-06 SCIE, SCOPUS, EI (IF: 8.4, Rank: 3.3%)
184 Paper image Structural and Multidisciplinary Optimization A New Initial Point Search Algorithm for Bayesian Calibration with Insufficient Statistical Information: Greedy Stochastic Section Search Hyeonchan Lee, Wongon Kim*, Hyejeong Son, Hyunhee Choi, Soo-Ho Jo, and Byeng D. Youn* 2023-06 SCIE, SCOPUS, EI (IF: 3.9, Rank: 23.0%)
183 Paper image Expert Systems with Applications Opt-TCAE: Optimal Temporal Convolutional Auto-encoder for Boiler Tube Leakage Detection in a Thermal Power Plant Using Multi-sensor Data Hyeongmin Kim, Jin Uk Ko, Kyumin Na, Hyeonchan Lee, Hee-soo Kim, Jong-duk Son, Heonjun Yoon*, and Byeng D. Youn* 2023-04 SCIE, SCOPUS, EI (IF: 8.5, Rank: 6.4%)
182 Paper image Journal of Computational Design and Engineering Deep-learning-based Fault Detection and Recipe Optimization for a Plastic Injection Molding Process under the Class Imbalance Problem Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, and Byeng D. Youn* 2023-04 SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
181 Paper image Journal of Computational Design and Engineering MPARN: Multi-scale Path Attention Residual Network for Fault Diagnosis of Rotating Machines Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon*, and Byeng D. Youn* 2023-04 SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
180 Paper image Journal of Computational Design and Engineering Probabilistic Framework for Reliable Optimal Design of Gearboxes in General-purpose Industrial Robots Considering Random Use Conditions Jin-gyun Park, Heonjun Yoon*, and Byeng D. Youn* 2023-04 SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
179 Paper image Structural and Multidisciplinary Optimization Statistical Prior Modeling with Radius-Uniform Distribution for a Correlation Hyperparameter in Bayesian Calibration Sehui Jeong, Hyunhee Choi, Byeng D. Youn*, and Hyejeong Son* 2023-04 SCIE, SCOPUS, EI (IF: 3.9, Rank: 23.0%)
178 Paper image Journal of Physics D: Applied Physics Double Piezoelectric Defects in Phononic Crystals for Ultrasonic Transducers Soo-Ho Jo*, Donghyu Lee, Heonjun Yoon, and Byeng D. Youn 2023-02 SCIE, SCOPUS, EI (IF: 3.4, Rank: 34.9%)
177 Paper image Reliability Engineering & System Safety PERL: Probabilistic Energy-ratio-based Localization for Boiler Tube Leaks Using Descriptors of Acoustic Emission Signals Kyumin Na, Heonjun Yoon*, Jaedong Kim, Sungjong Kim, and Byeng D.Youn* 2023-02 SCIE, SCOPUS, EI (IF: 8.1, Rank: 8.7%)
176 Paper image International Journal of Mechanical Sciences Longitudinal Wave Localization Using a One-dimensional Phononic Crystal with Differently Patterned Double Defects Soo-Ho Jo and Byeng D. Youn* 2023-01 SCIE, SCOPUS, EI (IF: 7.3, Rank: 3.3%)
175 Paper image International Journal of Precision Engineering and Manufacturing-Green Technology A Noise-robust Feature Extraction Method for Rolling Element Bearing Diagnosis: Linear Power-Normalized Cepstral Coefficients (LPNCC) Keunsu Kim, Heonjun Yoon*, and Byeng D. Youn* 2023-01 SCIE, SCOPUS (IF: 4.2, Rank: 22.6%)
174 Paper image Structural and Multidisciplinary Optimization A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu*, and Zhen Hu* 2023-01 SCIE, SCOPUS, EI (IF: 3.9, Rank: 23.0%)
173 Paper image Mechanical Systems and Signal Processing Digital Twin Approach for On-Load Tap Changers Using Data-driven Dynamic Model Updating and Optimization-based Operating Condition Estimation Wongon Kim, Sunuwe Kim, Jingyo Jeong, Hyunjae Kim, Hyunchan Lee, and Byeng D. Youn* 2022-12 SCIE, SCOPUS, EI (IF: 8.4, Rank: 3.3%)
172 Paper image Electric Power Systems Research Missing Data Imputation Using an Iterative Denoising Autoencoder (IDAE) for Dissolved Gas Analysis Boseong Seo, Jaekyung Shin, Taejin Kim*, and Byeng D. Youn* 2022-11 SCIE, SCOPUS, EI (IF: 3.9, Rank: 36.2%)
171 Paper image Measurement Optimal Placement of Non-redundant Sensors for Structural Health Monitoring under Model Uncertainty and Measurement Noise Haichao An, Byeng D. Youn*, and Heung Soo Kim* 2022-11 SCIE, SCOPUS, EI (IF: 5.6, Rank: 13.5%)
170 Paper image Structural and Multidisciplinary Optimization A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D.Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu*, and Zhen Hu* 2022-11 SCIE, SCOPUS, EI (IF: 3.9, Rank: 23.0%)
169 Paper image Reliability Engineering & System Safety A Health Image for Deep Learning-based Fault Diagnosis of a Permanent Magnet Synchronous Motor Under Variable Operating Conditions : Instantaneous Current Residual Map Chan Hee Park, Hyeongmin Kim, Chaehyun Suh, Minseok Chae, Heonjun Yoon*, and Byeng D. Youn* 2022-10 SCIE, SCOPUS, EI (IF: 8.1, Rank: 8.7%)
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