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Byeng D. Youn
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- affiliation: Seoul National University, Department of Mechanical Engineering, Republic of Korea
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2020 – today
- 2024
- [j49]Sina Masoumi Shahrbabak
, Sooho Kim, Byeng Dong Youn, Hao-Min Cheng, Chen-Huan Chen, Ramakrishna Mukkamala
, Jin-Oh Hahn
:
Peripheral artery disease diagnosis based on deep learning-enabled analysis of non-invasive arterial pulse waveforms. Comput. Biol. Medicine 168: 107813 (2024) - [j48]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): 122078 (2024) - [j47]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: 122910 (2024) - [j46]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: 124084 (2024) - [j45]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): 337-358 (2024) - [j44]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: 111465 (2024) - [j43]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: 110293 (2024) - 2023
- [j42]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: 119377 (2023) - [j41]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: 120255 (2023) - [j40]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): 539-548 (2023) - [j39]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): 694-710 (2023) - [j38]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): 860-872 (2023) - [j37]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): 1677-1693 (2023) - [j36]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): 1804-1820 (2023) - [j35]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: 108923 (2023) - 2022
- [j34]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: 116094 (2022) - [j33]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): 772-782 (2022) - [j32]Izaz Raouf, Hyewon Lee, Yeong Rim Noh, Byeng Dong Youn, Heung Soo Kim
:
Prognostic health management of the robotic strain wave gear reducer based on variable speed of operation: a data-driven via deep learning approach. J. Comput. Des. Eng. 9(5): 1775-1788 (2022) - [j31]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): 1813-1828 (2022) - [j30]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): 108186 (2022) - [j29]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: 108715 (2022) - [j28]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: 108721 (2022) - [i2]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 abs/2208.12904 (2022) - [i1]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 abs/2208.14197 (2022) - 2021
- [j27]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: 49055-49068 (2021) - [j26]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: 79118-79127 (2021) - [j25]Sooho Kim, Jin-Oh Hahn
, Byeng Dong Youn
:
Deep Learning-Based Diagnosis of Peripheral Artery Disease via Continuous Property-Adversarial Regularization: Preliminary in Silico Study. IEEE Access 9: 127433-127443 (2021) - [j24]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: 103385 (2021) - [j23]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: 103546 (2021) - [j22]Useok Jeong
, Keunsu Kim, Sang-Hun Kim
, Hyunhee Choi, Byeng Dong Youn, Kyu-Jin Cho:
Reliability analysis of a tendon-driven actuation for soft robots. Int. J. Robotics Res. 40(1) (2021) - 2020
- [j21]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: 70387-70400 (2020) - [j20]Woosung Choi
, Heonjun Yoon
, Byeng Dong Youn
:
Operation-Adaptive Damage Assessment of Steam Turbines Using a Nonlinear Creep-Fatigue Interaction Model. IEEE Access 8: 126776-126783 (2020) - [j19]Myungyon Kim
, Joon Ha Jung, Jin Uk Ko
, Hyeon Bae Kong, Jinwook Lee
, Byeng Dong Youn
:
Direct Connection-Based Convolutional Neural Network (DC-CNN) for Fault Diagnosis of Rotor Systems. IEEE Access 8: 172043-172056 (2020) - [j18]Sunuwe Kim, Soo-Ho Jo
, Wongon Kim, Jongmin Park, Jingyo Jeong, Yeongmin Han, Daeil Kim, Byeng Dong Youn
:
A Semi-Supervised Autoencoder With an Auxiliary Task (SAAT) for Power Transformer Fault Diagnosis Using Dissolved Gas Analysis. IEEE Access 8: 178295-178310 (2020) - [j17]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: 106677 (2020) - [j16]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: 106393 (2020) - [j15]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): 6356 (2020)
2010 – 2019
- 2019
- [j14]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: 46917-46930 (2019) - [j13]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: 137-150 (2019) - [j12]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: 181-192 (2019) - [j11]Taejin Kim, Gueseok Lee, Byeng D. Youn
:
PHM experimental design for effective state separation using Jensen-Shannon divergence. Reliab. Eng. Syst. Saf. 190 (2019) - 2018
- [j10]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): 3539-3549 (2018) - [j9]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): 5903-5912 (2018) - 2017
- [j8]Hsiu-Ping Wei, Bongtae Han
, Byeng Dong Youn, Hyuk Shin, Ilho Kim, Hojeong Moon:
Assembly yield prediction of plastically encapsulated packages with a large number of manufacturing variables by advanced approximate integration method. Microelectron. Reliab. 78: 319-330 (2017) - [j7]Joung Taek Yoon, Byeng D. Youn, Minji Yoo, Yunhan Kim
:
A newly formulated resilience measure that considers false alarms. Reliab. Eng. Syst. Saf. 167: 417-427 (2017) - [j6]Dae Whan Kim, Hyunseok Oh
, Byeng Dong Youn
, Dongil Kwon:
Bivariate Lifetime Model for Organic Light-Emitting Diodes. IEEE Trans. Ind. Electron. 64(3): 2325-2334 (2017) - 2016
- [j5]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): 7094-7103 (2016) - [j4]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): 1830-1841 (2016) - 2015
- [j3]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: 92-99 (2015) - [c2]Hyunjae Kim, Sunuwe Kim, Taejin Kim, Chao Hu
, Byeng D. Youn:
Online thermal state estimation of high power lithium-ion battery. ICPHM 2015: 1-6 - [c1]Taejin Kim, Sihyeong Woo, Byeng D. Youn, Young-Cheol Huh:
TDR-based pipe leakage detection and location using Bayesian inference. ICPHM 2015: 1-5 - 2012
- [j2]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: 120-135 (2012) - 2010
- [j1]Changsoo Jang, Byeng Dong Youn
, Ping F. Wang, Bongtae Han
, Suk-Jin Ham:
Forward-stepwise regression analysis for fine leak batch testing of wafer-level hermetic MEMS packages. Microelectron. Reliab. 50(4): 507-513 (2010)
Coauthor Index
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last updated on 2024-08-23 19:25 CEST by the dblp team
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