•
¡°A Noise-robust Feature
Extraction Method for Rolling Element Bearing Diagnosis : Linear
Power-normalized Cepstral Coefficients (LPNCC),¡± K Kim, H Yoon, BD Youn, International
Journal of Precision Engineering and Manufacturing - Green Technology, v10
(1), p217-232, January, 2023
•
¡°Double Piezoelectric
Defects in a Phononic Crystal for Ultrasonic Transducers,¡± SH Jo, D Lee, H
Yoon, BD Youn, Journal of Physics D: Applied Physics (Special Issue), v56
(7), p074002, February, 2023
•
¡°Statistical Prior
Modeling with Radius-uniform Distribution for a Correlation Hyperparameter in
Bayesian Calibration,¡± S Jeong, H Choi, BD Youn, H Son, Structural and
Multidisciplinary Optimization, v66(4), p69, April, 2023
•
¡°Probabilistic Framework
for Reliable Optimal Design of Gearboxes in General-purpose Industrial Robots
Considering Random Use Conditions,¡± J Park, H Yoon, BD Youn,
Journal of Computational
Design and Engineering, v10(2), 539-548, April, 2023
•
¡°Deep-learning-based
Fault Detection and Recipe Optimization for a Plastic Injection Modeling
Process under the Class-imbalance Problem,¡± JU Ko, J Lee, T Kim, YC Kim, BD
Youn, Journal of computational Design and Engineering, v10 (2), p694-710,
April, 2023
•
¡°MPARN: Multi-scale Path
Attention Residual Network for Fault Diagnosis of Rotating Machines,¡± H Kim,
CH Park, C Suh, M Chae, H Yoon, BD Youn, Journal of Computational Design and
Engineering, v10 (2), 860-872, April, 2023
•
¡°A New Initial Point
Search Algorithm for Bayesian Calibration with Insufficient Statistical
Information: Greedy Stochastic Section Search,¡± H Lee, W Kim, H Son, H Choi,
SH Jo, BD Youn, Structural and Multidisciplinary Optimization, v66 (6), p124,
June, 2023
•
¡°Special Issue on
Physics-informed Machine Learning Enabling Fault Feature Extraction and
Robust Failure Prognosis,¡± C Hu, K Goebel, D Howey, Z Peng, D Wang, P Wang,
BD Youn, Mechanical Systems and Signal Processing, v192, p110219, June, 2023
•
¡°A Hybrid Approach of
Data-driven and Signal Processing-based Methods for Fault Diagnosis of
Hydraulic Rock Drill,¡± HJ Oh, J Yoo, S Lee, N Chae, J Park, BD Youn,
International Journal of
Prognostics and Health Management, v14 (1), July, 2023
•
¡°Multi-head De-nosing
Autoencoder based Multi-task (MDAM) Model for Fault Diagnosis of Rolling
Element Bearings under Various Speed Conditions,¡± J Park, J Yoo, T Kim, JM
Ha, BD Youn, Journal of Computational Design and Engineering, v 10 (4),
p1804-1820, August, 2023
•
¡°Robust Deep Learning-based
Fault Diagnosis of Planetary Gearbox Using Enhanced Health Data Map (enHDMap)
under Domain Shift Problem,¡± T Hwang, JM Ha, BD Youn, Journal of Computational Design and Engineering, v10 (4),
p1677-1693, August, 2023
•
¡°Defect-band Splitting of
a One-dimensional Phononic Crystal with Double Defects for Bending Wave
Excitation,¡± S-H Jo, D Lee, BD Youn, Mathematics, v11(18), p3852, September,
2023
•
¡°Reliability-Based Design
Optimization of a Pouch Battery Module Using Gaussian Process Modeling in the
Presence of Cell Swelling,¡± H Choi, H Son, YH Choi, BD Youn, G Lee, Structural
and Multidisciplinary Optimization, v66, p227, October, 2023
•
¡°Deep- learning-based
Framework for Inverse Design of a Defective Phononic Crystal for Narrowband
Filtering,¡± D Lee, BD Youn, SH Jo, International Journal of Mechanical
Sciences, v255, p188474, October, 2023
•
¡°Frequency-learning
Generative Network (FLGN) to Generate Vibration Signals of Variable Lengths,¡±
JU Ko, J Lee, T Kim, YC Kim, BD Youn, Expert
Systems with Applications, v227, p120255, October, 2023
•
¡°Stator Current Operation
Compensation (SCOC): A Novel Preprocessing Method for Deep Learning-based
Fault Diagnosis of Permanent Magnet Synchronous Motors under Variable
Operating Conditions,¡± H Kim, CH Park, C Suh, M Chae, HJ Oh, H Yoon, BD Youn,
Measurement, Vol 221, p113446,
November, 2023
•
¡°Variable-Stiffness
Composite Optimization Using Dynamic and Exponential Multi-fidelity Surrogate
Models,¡± H An, BD Youn, HS Kim, International
Journal of Mechanical Sciences, v257 (1), p108547, November, 2023
•
¡°Uncertainty Analysis of
Stack Pressure in EV Battery Module System Using a Phenomenological Modeling
Approach,¡± H Choi, C Jiang, Byeng D. Youn, T Kim, Journal of Energy Storage, v73, p108948, December, 2023
•
¡°Peripheral Artery
Disease Diagnosis Based on Deep Learning-Enabled Analysis of Non-Invasive
Arterial Pulse Waveforms,¡± SM Shahrbabak, S Kim, BD Youn, H-M Cheng, C-H
Chen, R Mukkamala, J-O Hahn, Computers
in Biology and Medicine, v168, p107813, January, 2024
•
¡°FASER : Fault-affected
Signal Energy Ratio for Fault Diagnosis of Gearboxes under Repetitive
Operating Conditions,¡± K Na, Y Kim, H Yoon, BD Youn, Expert Systems with
Application, v238, p122078, March, 2024
•
¡°Domain Adaptation with Label-aligned
Sampling (DALAS) for Cross-Domain Fault Diagnosis Under Class Imbalance,¡± J
Lee, JU Ko, T Kim, YC Kim, JH Jung, BD Youn,
Expert
Systems with Applications, v243, p122910, June,
2024
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• ¡°Method and System for Detecting Fault of Swing
Device,¡± BD Youn, K Kim, JM Ha, K Na, 10-2485686, January 03, 2023
• ¡°Method and Apparatus for Diagnosis of Motor
Using Current Signals¡±, BD Youn, C Park, H Kim, J Lee, M Youn, 10-2538542,
May 25, 2023
• ¡°System and Method for detecting tube leakage
using state signal of power generation plant,¡± BD Youn, JD Kim, JD Son, HS
Kim, JS Oh, H Kim, K Na, 10-2554301, July 06, 2023
• ¡°Method for Detecting Mechanical Anomaly of
Tap-changer,¡± BD Youn, H Kim, W Kim, 10-2565620, August 07, 2023
• ¡°Motion Signal Extraction System and Method
Based on Vibration Signal,¡± BD Youn, K Na, Y Kim, 10-2566810, August 09, 2023
• ¡°Apparatus and Method for Detecting Fault of
Planetary Gearbox Using Cepstrum-based Signal Analysis,¡± BD Youn, Y Kim, K
Na, 10-2598458, November 01, 2023
• ¡°Method and Apparatus for Generating an Image
for Motor Fault Diagnosis, and Method and Apparatus for Motor Fault Diagnosis
Using Said Image,¡± BD Youn, CH Park, H Kim, C Suh, M Chae, H Yoon, 10-2601072,
November 07, 2023
• ¡°System and Method for Monitoring Partial
Discharge Using Sensor Data,¡± BD Youn, J Park, S Kim, 10-2607227, November
23, 2023
• ¡°The system and Method for D-norm Based
Time-Synchronous Averaging for Diagnosing Faults of Rotation Body,¡± BD Youn,
JM Ha, W Choi, HM Seung, 10-2619799, December 27, 2023
• ¡°Metamaterial-based Elastic Wave Parallel
Translator,¡± BD Youn, S-H Jo, Youn B.D., 10-2628439, January 18, 2024
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• ¡°System and Method for Estimating Pressure
DIstribution of a Battery Cell,¡± BD Youn, W Kim, H Jeong, YS Choi, SC Byun, 18/079695,
December 12, 2022 (USA)
• ¡°Noise Canceling Apparatus and Method for
Rotating Machine System,¡± BD Youn, SJ Kim, T Kim, J Park, K Kim, T Hwang, H
Jeong, 10-2023-0042645, March 31, 2023
• ¡°Transformer Malfunction Diagnosis Device and
Malfunction Diagnosis Method Using Same,¡± BD Youn, S Kim, S-H Jo, M Park, W
Kim, 18/260090, June 30, 2023 (USA)
• ¡°Apparatus and Method for Fault Diagnosis of
Rotating Machinery,¡± BD Youn, SJ Kim, S Kim, S Lee, T Kim, 10-2023-0122639,
September 14, 2023
• ¡°Apparatus and Method for Diagnosing Gear Box
Based on Vibration Signal,¡± BD Youn, K Kim, K Na, J Lee, J Yoo, 10-2023-0138192,
October 17, 2023
• ¡°Apparatus and Method for Estimating Rotational
Speed of Gear Box Based on Vibration Signal,¡± BD Youn, K Kim, K Na, J Lee, J
Yoo, 10-2023-0138195, October 17, 2023
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