Byeng D. Youn - RankMe

54 papers Journal 52Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An adapter-enhanced, Fourier feature deep operator network for fault severity estimation of stator inter-turn short circuits in induction motors. Eng. Appl. Artif. Intell. Minseok Chae, Hyeongmin Kim, Sang Kyung Lee, Hansoo Kim, Joonho Yang, Heonjun Yoon, Byeng D. Youn
2026	J	`jnl`	Multi-scale signal transformer with signal processing-based attention interpretation for fault diagnosis of rotating machinery under variable speed conditions. Reliab. Eng. Syst. Saf. Sungjong Kim, Seungyun Lee, Jiwon Lee, Minjae Kim, Heonjun Yoon, Byeng D. Youn
2025	J	`jnl`	FL-SSDAN: Fleet-level semi-supervised domain adaptation network for fault diagnosis of overhead hoist transports. J. Comput. Des. Eng. Chaehyun Suh, Hyeongmin Kim, Chan Hee Park, Minseok Chae, Joung Taek Yoon, Ilkyu Lee, Heonjun Yoon, Byeng D. Youn
2025	J	`jnl`	Inverse design of phononic crystals with double defects using surrogate-assisted conditional generative adversarial network. J. Comput. Des. Eng. Donghyu Lee, Taehun Kim, Byeng D. Youn, Soo-Ho Jo
2025	J	`jnl`	Optimized relative entropy for robust fault detection in excavator traveling gearboxes via smeared envelope spectrum analysis of cyclo-non-stationary signals. Expert Syst. Appl. Kyumin Na, Keon Kim, Jinoh Yoo, Jinwook Lee, Byeng D. Youn
2025	J	`jnl`	Physics-based digital twin updating and twin-based explainable crack identification of mechanical lap joint. Reliab. Eng. Syst. Saf. Wongon Kim, Byeng D. Youn
2025	J	`jnl`	Physics-informed Gaussian process probabilistic modeling with multi-source data for prognostics of degradation processes. Reliab. Eng. Syst. Saf. Chen Jiang, Teng Zhong, Hyunhee Choi, Byeng D. Youn
2025	J	`jnl`	Spectral kurtosis attention network (SKAN): Synergizing signal processing and deep learning for fault diagnosis of rolling element bearings. Expert Syst. Appl. Jongmin Park, Jinoh Yoo, TaeHyung Kim, Minjung Kim, Jong Moon Ha, Byeng D. Youn
2024	J	`jnl`	Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance. Expert Syst. Appl. Jinwook Lee, Jin Uk Ko, Taehun Kim, Yong Chae Kim, Joon Ha Jung, Byeng D. Youn
2024	J	`jnl`	FASER: Fault-affected signal energy ratio for fault diagnosis of gearboxes under repetitive operating conditions. Expert Syst. Appl. Kyumin Na, Yunhan Kim, Heonjun Yoon, Byeng D. Youn
2024	J	`jnl`	Fault frequency band segmentation and domain adaptation with fault simulated signal for fault diagnosis of rolling element bearings. J. Comput. Des. Eng. Jongmin Park, Jinoh Yoo, TaeHyung Kim, Minjung Kim, Jonghyuk Park, Jong Moon Ha, Byeng D. Youn
2024	J	`jnl`	Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing. Reliab. Eng. Syst. Saf. Yong Chae Kim, Jinwook Lee, Taehun Kim, Jonghwa Baek, Jin Uk Ko, Joon Ha Jung, Byeng D. Youn
2024	J	`jnl`	Latent space alignment based domain adaptation (LSADA) for fault diagnosis of rotating machinery. Adv. Eng. Informatics Yong Chae Kim, Jin Uk Ko, Jinwook Lee, Taehun Kim, Joon Ha Jung, Byeng D. Youn
2024	J	`jnl`	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. Minseok Chae, Hyeongmin Kim, Hye Jun Oh, Chan Hee Park, Chaehyun Suh, Heonjun Yoon, Byeng D. Youn
2024	J	`jnl`	Revolution and peak discrepancy-based domain alignment method for bearing fault diagnosis under very low-speed conditions. Expert Syst. Appl. Seungyun Lee, Sungjong Kim, Su J. Kim, Jiwon Lee, Heonjun Yoon, Byeng D. Youn
2024	J	`jnl`	Self-supervised feature learning for motor fault diagnosis under various torque conditions. Knowl. Based Syst. Sang Kyung Lee, Hyeongmin Kim, Minseok Chae, Hye Jun Oh, Heonjun Yoon, Byeng D. Youn
2024	J	`jnl`	Spectrum-guided GAN with density-directionality sampling: Diverse high-fidelity signal generation for fault diagnosis of rotating machinery. Adv. Eng. Informatics Taehun Kim, Jin Uk Ko, Jinwook Lee, Yong Chae Kim, Joon Ha Jung, Byeng D. Youn
2023	J	`jnl`	Deep-learning-based fault detection and recipe optimization for a plastic injection molding process under the class-imbalance problem. J. Comput. Des. Eng. Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, Byeng D. Youn
2023	J	`jnl`	Frequency-learning generative network (FLGN) to generate vibration signals of variable lengths. Expert Syst. Appl. Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, Byeng D. Youn
2023	J	`jnl`	MPARN: multi-scale path attention residual network for fault diagnosis of rotating machines. J. Comput. Des. Eng. Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon, Byeng D. Youn
2023	J	`jnl`	Multi-head de-noising autoencoder-based multi-task model for fault diagnosis of rolling element bearings under various speed conditions. J. Comput. Des. Eng. Jongmin Park, Jinoh Yoo, TaeHyung Kim, Jong Moon Ha, Byeng D. Youn
2023	J	`jnl`	Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data. Expert Syst. Appl. Hyeongmin Kim, Jin Uk Ko, Kyumin Na, Hyeonchan Lee, Hee-soo Kim, Jong-Duk Son, Heonjun Yoon, Byeng D. Youn
2023	J	`jnl`	PERL: Probabilistic energy-ratio-based localization for boiler tube leaks using descriptors of acoustic emission signals. Reliab. Eng. Syst. Saf. Kyumin Na, Heonjun Yoon, Jaedong Kim, Sungjong Kim, Byeng D. Youn
2023	J	`jnl`	Probabilistic framework for reliable optimal design of gearboxes in general-purpose industrial robots considering random use conditions. J. Comput. Des. Eng. Jin-gyun Park, Heonjun Yoon, Byeng D. Youn
2023	J	`jnl`	Robust deep learning-based fault detection of planetary gearbox using enhanced health data map under domain shift problem. J. Comput. Des. Eng. Taewan Hwang, Jong Moon Ha, Byeng D. Youn
2022	J	`jnl`	A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies. CoRR Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
2022	J	`jnl`	A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives. CoRR Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
2022	J	`jnl`	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. Chan Hee Park, Hyeongmin Kim, Chaehyun Suh, Minseok Chae, Heonjun Yoon, Byeng D. Youn
2022	J	`jnl`	A new auto-encoder-based dynamic threshold to reduce false alarm rate for anomaly detection of steam turbines. Expert Syst. Appl. Jin Uk Ko, Kyumin Na, Joon-Seok Oh, Jaedong Kim, Byeng D. Youn
2022	J	`jnl`	Asymmetric inter-intra domain alignments (AIIDA) method for intelligent fault diagnosis of rotating machinery. Reliab. Eng. Syst. Saf. Jinwook Lee, Myungyon Kim, Jin Uk Ko, Joon Ha Jung, Kyung Ho Sun, Byeng D. Youn
2022	J	`jnl`	Design principle for effective mechanical boundary using a resonance band gap under elastic waves. J. Comput. Des. Eng. Yong Chang Shin, Soo-Ho Jo, Heonjun Yoon, Byeng D. Youn
2022	J	`jnl`	Estimation of fatigue crack initiation and growth in engineering product development using a digital twin approach. Reliab. Eng. Syst. Saf. Wongon Kim, Guesuk Lee, Hyejeong Son, Hyunhee Choi, Byeng D. Youn
2022	J	`jnl`	Machining quality monitoring (MQM) in laser-assisted micro-milling of glass using cutting force signals: an image-based deep transfer learning. J. Intell. Manuf. Yunhan Kim, Taekyum Kim, Byeng D. Youn, Sung-Hoon Ahn
2021	J	`jnl`	A Health Data Map-Based Ensemble of Deep Domain Adaptation Under Inhomogeneous Operating Conditions for Fault Diagnosis of a Planetary Gearbox. IEEE Access Jong Moon Ha, Byeng D. Youn
2021	J	`jnl`	Drive-Tolerant Current Residual Variance (DTCRV) for Fault Detection of a Permanent Magnet Synchronous Motor Under Operational Speed and Load Torque Conditions. IEEE Access Chan Hee Park, Junmin Lee, Hyeongmin Kim, Chaehyun Suh, Myeongbaek Youn, Yongjin Shin, Sung-Hoon Ahn, Byeng D. Youn
2021	J	`jnl`	Label-based, Mini-batch Combinations Study for Convolutional Neural Network Based Fluid-film Bearing Rotor System Diagnosis. Comput. Ind. Joon Ha Jung, Myungyon Kim, Jin Uk Ko, Hyeon Bae Kong, Byeng D. Youn, Kyung Ho Sun
2021	J	`jnl`	Multi-task learning of classification and denoising (MLCD) for noise-robust rotor system diagnosis. Comput. Ind. Jin Uk Ko, Joon Ha Jung, Myungyon Kim, Hyeon Bae Kong, Jinwook Lee, Byeng D. Youn
2020	J	`jnl`	A new calibration metric that considers statistical correlation: Marginal Probability and Correlation Residuals. Reliab. Eng. Syst. Saf. Wongon Kim, Heonjun Yoon, Guesuk Lee, Taejin Kim, Byeng D. Youn
2020	J	`jnl`	A resilience measure formulation that considers sensor faults. Reliab. Eng. Syst. Saf. Minji Yoo, Taejin Kim, Joung Taek Yoon, Yunhan Kim, Sooho Kim, Byeng D. Youn
2020	J	`jnl`	Intelligent Steam Power Plant Boiler Waterwall Tube Leakage Detection via Machine Learning-Based Optimal Sensor Selection. Sensors Salman Khalid, Woo Cheol Lim, Heung Soo Kim, Yeongtak Oh, Byeng D. Youn, Hee-soo Kim, Yong-Chae Bae
2020	J	`jnl`	Model-Based Fault Detection Method for Coil Burnout in Solenoid Valves Subjected to Dynamic Thermal Loading. IEEE Access Soo-Ho Jo, Boseong Seo, Hyunseok Oh, Byeng D. Youn, Dongki Lee
2019	J	`jnl`	A Bayesian approach for a damage growth model using sporadically measured and heterogeneous on-site data from a steam turbine. Reliab. Eng. Syst. Saf. Woosung Choi, Byeng D. Youn, Hyunseok Oh, Nam H. Kim
2019	J	`jnl`	A New Parameter Repurposing Method for Parameter Transfer With Small Dataset and Its Application in Fault Diagnosis of Rolling Element Bearings. IEEE Access Hyunjae Kim, Byeng D. Youn
2019	J	`jnl`	Life-cycle maintenance cost analysis framework considering time-dependent false and missed alarms for fault diagnosis. Reliab. Eng. Syst. Saf. Joung Taek Yoon, Byeng D. Youn, Minji Yoo, Yunhan Kim, Sooho Kim
2019	J	`jnl`	PHM experimental design for effective state separation using Jensen-Shannon divergence. Reliab. Eng. Syst. Saf. Taejin Kim, Gueseok Lee, Byeng D. Youn
2018	J	`jnl`	Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis. IEEE Trans. Ind. Electron. Hyunseok Oh, Joon Ha Jung, Byung Chul Jeon, Byeng D. Youn
2018	J	`jnl`	Toothwise Fault Identification for a Planetary Gearbox Based on a Health Data Map. IEEE Trans. Ind. Electron. Jong Moon Ha, Jungho Park, Kyumin Na, Yunhan Kim, Byeng D. Youn
2017	J	`jnl`	A newly formulated resilience measure that considers false alarms. Reliab. Eng. Syst. Saf. Joung Taek Yoon, Byeng D. Youn, Minji Yoo, Yunhan Kim
2016	J	`jnl`	An Online-Applicable Model for Predicting Health Degradation of PEM Fuel Cells With Root Cause Analysis. IEEE Trans. Ind. Electron. Taejin Kim, Hyun-Seok Oh, Hyunjae Kim, Byeng D. Youn
2016	J	`jnl`	Model-Based Fault Diagnosis of a Planetary Gear: A Novel Approach Using Transmission Error. IEEE Trans. Reliab. Jungho Park, Jong Moon Ha, Hyun-Seok Oh, Byeng D. Youn, Joo Ho Choi, Nam Ho Kim
2015	J	`jnl`	An empirical model to describe performance degradation for warranty abuse detection in portable electronics. Reliab. Eng. Syst. Saf. Hyun-Seok Oh, Seung-yun Choi, Keunsu Kim, Byeng D. Youn, Michael G. Pecht
2015	—	`conf`	Online thermal state estimation of high power lithium-ion battery. ICPHM Hyunjae Kim, Sunuwe Kim, Taejin Kim, Chao Hu, Byeng D. Youn
2015	—	`conf`	TDR-based pipe leakage detection and location using Bayesian inference. ICPHM Taejin Kim, Sihyeong Woo, Byeng D. Youn, Young-Cheol Huh
2012	J	`jnl`	Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life. Reliab. Eng. Syst. Saf. Chao Hu, Byeng D. Youn, Pingfeng Wang, Joung Taek Yoon