Byeng D. Youn

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 39

Top Topics

Operating Conditions

Rotating Machinery

Fault Diagnosis

Top Venues

Reliab. Eng. Syst. Saf.

J. Comput. Des. Eng.

Expert Syst. Appl.

Publications

Kyumin Na, Yunhan Kim, Heonjun Yoon, Byeng D. Youn
FASER: Fault-affected signal energy ratio for fault diagnosis of gearboxes under repetitive operating conditions. Expert Syst. Appl. 238 (Part C) (2024)
Minseok Chae, Hyeongmin Kim, Hye Jun Oh, Chan Hee Park, Chaehyun Suh, Heonjun Yoon, Byeng D. Youn
PCDC: prototype-assisted dual-contrastive learning with depthwise separable convolutional neural network for few-shot fault diagnosis of permanent magnet synchronous motors under new operating conditions. J. Comput. Des. Eng. 11 (3) (2024)
Yong Chae Kim, Jinwook Lee, Taehun Kim, Jonghwa Baek, Jin Uk Ko, Joon Ha Jung, Byeng D. Youn
Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing. Reliab. Eng. Syst. Saf. 250 (2024)
Jinwook Lee, Jin Uk Ko, Taehun Kim, Yong Chae Kim, Joon Ha Jung, Byeng D. Youn
Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance. Expert Syst. Appl. 243 (2024)
Sang Kyung Lee, Hyeongmin Kim, Minseok Chae, Hye Jun Oh, Heonjun Yoon, Byeng D. Youn
Self-supervised feature learning for motor fault diagnosis under various torque conditions. Knowl. Based Syst. 288 (2024)
Seungyun Lee, Sungjong Kim, Su J. Kim, Jiwon Lee, Heonjun Yoon, Byeng D. Youn
Revolution and peak discrepancy-based domain alignment method for bearing fault diagnosis under very low-speed conditions. Expert Syst. Appl. 251 (2024)
Jongmin Park, Jinoh Yoo, Taehyung Kim, Jong Moon Ha, Byeng D. Youn
Multi-head de-noising autoencoder-based multi-task model for fault diagnosis of rolling element bearings under various speed conditions. J. Comput. Des. Eng. 10 (4) (2023)
Jin-gyun Park, Heonjun Yoon, Byeng D. Youn
Probabilistic framework for reliable optimal design of gearboxes in general-purpose industrial robots considering random use conditions. J. Comput. Des. Eng. 10 (2) (2023)
Kyumin Na, Heonjun Yoon, Jaedong Kim, Sungjong Kim, Byeng D. Youn
PERL: Probabilistic energy-ratio-based localization for boiler tube leaks using descriptors of acoustic emission signals. Reliab. Eng. Syst. Saf. 230 (2023)
Hyeongmin Kim, Jin Uk Ko, Kyumin Na, Hyeonchan Lee, Hee-soo Kim, Jong-Duk Son, Heonjun Yoon, Byeng D. Youn
Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data. Expert Syst. Appl. 215 (2023)
Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, Byeng D. Youn
Deep-learning-based fault detection and recipe optimization for a plastic injection molding process under the class-imbalance problem. J. Comput. Des. Eng. 10 (2) (2023)
Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon, Byeng D. Youn
MPARN: multi-scale path attention residual network for fault diagnosis of rotating machines. J. Comput. Des. Eng. 10 (2) (2023)
Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, Byeng D. Youn
Frequency-learning generative network (FLGN) to generate vibration signals of variable lengths. Expert Syst. Appl. 227 (2023)
Taewan Hwang, Jong Moon Ha, Byeng D. Youn
Robust deep learning-based fault detection of planetary gearbox using enhanced health data map under domain shift problem. J. Comput. Des. Eng. 10 (4) (2023)
Jin Uk Ko, Kyumin Na, Joon-Seok Oh, Jaedong Kim, Byeng D. Youn
A new auto-encoder-based dynamic threshold to reduce false alarm rate for anomaly detection of steam turbines. Expert Syst. Appl. 189 (2022)
Yunhan Kim, Taekyum Kim, Byeng D. Youn, Sung-Hoon Ahn
Machining quality monitoring (MQM) in laser-assisted micro-milling of glass using cutting force signals: an image-based deep transfer learning. J. Intell. Manuf. 33 (6) (2022)
Yong Chang Shin, Soo-Ho Jo, Heonjun Yoon, Byeng D. Youn
Design principle for effective mechanical boundary using a resonance band gap under elastic waves. J. Comput. Des. Eng. 9 (2) (2022)
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies. CoRR (2022)
Wongon Kim, Guesuk Lee, Hyejeong Son, Hyunhee Choi, Byeng D. Youn
Estimation of fatigue crack initiation and growth in engineering product development using a digital twin approach. Reliab. Eng. Syst. Saf. 226 (2022)
Chan Hee Park, Hyeongmin Kim, Chaehyun Suh, Minseok Chae, Heonjun Yoon, Byeng D. Youn
A health image for deep learning-based fault diagnosis of a permanent magnet synchronous motor under variable operating conditions: Instantaneous current residual map. Reliab. Eng. Syst. Saf. 226 (2022)
Jinwook Lee, Myungyon Kim, Jin Uk Ko, Joon Ha Jung, Kyung Ho Sun, Byeng D. Youn
Asymmetric inter-intra domain alignments (AIIDA) method for intelligent fault diagnosis of rotating machinery. Reliab. Eng. Syst. Saf. 218 (Part) (2022)
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives. CoRR (2022)
Jin Uk Ko, Joon Ha Jung, Myungyon Kim, Hyeon Bae Kong, Jinwook Lee, Byeng D. Youn
Multi-task learning of classification and denoising (MLCD) for noise-robust rotor system diagnosis. Comput. Ind. 125 (2021)
Chan Hee Park, Junmin Lee, Hyeongmin Kim, Chaehyun Suh, Myeongbaek Youn, Yongjin Shin, Sung-Hoon Ahn, Byeng D. Youn
Drive-Tolerant Current Residual Variance (DTCRV) for Fault Detection of a Permanent Magnet Synchronous Motor Under Operational Speed and Load Torque Conditions. IEEE Access 9 (2021)
Joon Ha Jung, Myungyon Kim, Jin Uk Ko, Hyeon Bae Kong, Byeng D. Youn, Kyung Ho Sun
Label-based, Mini-batch Combinations Study for Convolutional Neural Network Based Fluid-film Bearing Rotor System Diagnosis. Comput. Ind. 133 (2021)
Jong Moon Ha, Byeng D. Youn
A Health Data Map-Based Ensemble of Deep Domain Adaptation Under Inhomogeneous Operating Conditions for Fault Diagnosis of a Planetary Gearbox. IEEE Access 9 (2021)
Wongon Kim, Heonjun Yoon, Guesuk Lee, Taejin Kim, Byeng D. Youn
A new calibration metric that considers statistical correlation: Marginal Probability and Correlation Residuals. Reliab. Eng. Syst. Saf. 195 (2020)
Soo-Ho Jo, Boseong Seo, Hyunseok Oh, Byeng D. Youn, Dongki Lee
Model-Based Fault Detection Method for Coil Burnout in Solenoid Valves Subjected to Dynamic Thermal Loading. IEEE Access 8 (2020)
Salman Khalid, Woo Cheol Lim, Heung Soo Kim, Yeong Tak Oh, Byeng D. Youn, Hee-Soo Kim, Yong-Chae Bae
Intelligent Steam Power Plant Boiler Waterwall Tube Leakage Detection via Machine Learning-Based Optimal Sensor Selection. Sensors 20 (21) (2020)
Minji Yoo, Taejin Kim, Joung Taek Yoon, Yunhan Kim, Sooho Kim, Byeng D. Youn
A resilience measure formulation that considers sensor faults. Reliab. Eng. Syst. Saf. 199 (2020)
Woosung Choi, Byeng D. Youn, Hyunseok Oh, Nam H. Kim
A Bayesian approach for a damage growth model using sporadically measured and heterogeneous on-site data from a steam turbine. Reliab. Eng. Syst. Saf. 184 (2019)
Joung Taek Yoon, Byeng D. Youn, Minji Yoo, Yunhan Kim, Sooho Kim
Life-cycle maintenance cost analysis framework considering time-dependent false and missed alarms for fault diagnosis. Reliab. Eng. Syst. Saf. 184 (2019)
Taejin Kim, Gueseok Lee, Byeng D. Youn
PHM experimental design for effective state separation using Jensen-Shannon divergence. Reliab. Eng. Syst. Saf. 190 (2019)
Hyunjae Kim, Byeng D. Youn
A New Parameter Repurposing Method for Parameter Transfer With Small Dataset and Its Application in Fault Diagnosis of Rolling Element Bearings. IEEE Access 7 (2019)
Hyunseok Oh, Joon Ha Jung, Byung Chul Jeon, Byeng D. Youn
Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis. IEEE Trans. Ind. Electron. 65 (4) (2018)
Jong Moon Ha, Jungho Park, Kyumin Na, Yunhan Kim, Byeng D. Youn
Toothwise Fault Identification for a Planetary Gearbox Based on a Health Data Map. IEEE Trans. Ind. Electron. 65 (7) (2018)
Joung Taek Yoon, Byeng D. Youn, Minji Yoo, Yunhan Kim
A newly formulated resilience measure that considers false alarms. Reliab. Eng. Syst. Saf. 167 (2017)
Taejin Kim, Hyun-Seok Oh, Hyunjae Kim, Byeng D. Youn
An Online-Applicable Model for Predicting Health Degradation of PEM Fuel Cells With Root Cause Analysis. IEEE Trans. Ind. Electron. 63 (11) (2016)
Jungho Park, Jong Moon Ha, Hyun-Seok Oh, Byeng D. Youn, Joo Ho Choi, Nam Ho Kim
Model-Based Fault Diagnosis of a Planetary Gear: A Novel Approach Using Transmission Error. IEEE Trans. Reliab. 65 (4) (2016)
Hyunjae Kim, Sunuwe Kim, Taejin Kim, Chao Hu, Byeng D. Youn
Online thermal state estimation of high power lithium-ion battery. ICPHM (2015)
Taejin Kim, Sihyeong Woo, Byeng D. Youn, Young-Cheol Huh
TDR-based pipe leakage detection and location using Bayesian inference. ICPHM (2015)
Hyun-Seok Oh, Seung-yun Choi, Keunsu Kim, Byeng D. Youn, Michael G. Pecht
An empirical model to describe performance degradation for warranty abuse detection in portable electronics. Reliab. Eng. Syst. Saf. 142 (2015)
Chao Hu, Byeng D. Youn, Pingfeng Wang, Joung Taek Yoon
Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life. Reliab. Eng. Syst. Saf. 103 (2012)