Byeng Dong Youn

About Byeng Dong Youn

Byeng Dong Youn, With an exceptional h-index of 52 and a recent h-index of 40 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of reliability, health diagnostics, prognostics, energy harvesting, design.

His recent articles reflect a diverse array of research interests and contributions to the field:

Weighted multi-order Viterbi algorithm (WMOVA): Instantaneous angular speed estimation under harsh conditions

Self-supervised feature learning for motor fault diagnosis under various torque conditions

FASER: Fault-affected signal energy ratio for fault diagnosis of gearboxes under repetitive operating conditions

Transformer malfunction diagnosis device and malfunction diagnosis method using same

Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance

Peripheral artery disease diagnosis based on deep learning-enabled analysis of non-invasive arterial pulse waveforms

Revolution and peak discrepancy-based domain alignment method for bearing fault diagnosis under very low-speed conditions

A new initial point search algorithm for bayesian calibration with insufficient statistical information: greedy stochastic section search

Byeng Dong Youn Information

University

Position

___

Citations(all)

11984

Citations(since 2020)

6205

Cited By

8085

hIndex(all)

52

hIndex(since 2020)

40

i10Index(all)

175

i10Index(since 2020)

139

Email

University Profile Page

Google Scholar

Byeng Dong Youn Skills & Research Interests

reliability

health diagnostics

prognostics

energy harvesting

design

Top articles of Byeng Dong Youn

Title

Journal

Author(s)

Publication Date

Weighted multi-order Viterbi algorithm (WMOVA): Instantaneous angular speed estimation under harsh conditions

Mechanical Systems and Signal Processing

Jinoh Yoo

Jongmin Park

Taehyung Kim

Jong Moon Ha

Byeng D Youn

2024/4/1

Self-supervised feature learning for motor fault diagnosis under various torque conditions

Knowledge-Based Systems

Sang Kyung Lee

Hyeongmin Kim

Minseok Chae

Hye Jun Oh

Heonjun Yoon

...

2024/3/15

FASER: Fault-affected signal energy ratio for fault diagnosis of gearboxes under repetitive operating conditions

Expert Systems with Applications

Kyumin Na

Yunhan Kim

Heonjun Yoon

Byeng D Youn

2024/3/15

Transformer malfunction diagnosis device and malfunction diagnosis method using same

2024/2/15

Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance

Expert Systems with Applications

Jinwook Lee

Jin Uk Ko

Taehun Kim

Yong Chae Kim

Joon Ha Jung

...

2024/6/1

Peripheral artery disease diagnosis based on deep learning-enabled analysis of non-invasive arterial pulse waveforms

Computers in Biology and Medicine

Sina Masoumi Shahrbabak

Sooho Kim

Byeng Dong Youn

Hao-Min Cheng

Chen-Huan Chen

...

2023/12/7

Revolution and peak discrepancy-based domain alignment method for bearing fault diagnosis under very low-speed conditions

Expert Systems with Applications

Seungyun Lee

Sungjong Kim

Su J Kim

Jiwon Lee

Heonjun Yoon

...

2024/4/21

A new initial point search algorithm for bayesian calibration with insufficient statistical information: greedy stochastic section search

Structural and Multidisciplinary Optimization

Hyeonchan Lee

Wongon Kim

Hyejeong Son

Hyunhee Choi

Soo-Ho Jo

...

2023/6

Sequential Domain Adaptation for Fault Diagnosis in Rotating Machinery

PHM Society Asia-Pacific Conference

Yong Chae Kim

Jin Uk Ko

Jinwook Lee

Taehun Kim

Joon Ha Jung

...

2023/9/4

Longitudinal wave localization using a one-dimensional phononic crystal with differently patterned double defects

International Journal of Mechanical Sciences

Soo-Ho Jo

Byeng D Youn

2023/1/1

Deep-learning-based framework for inverse design of a defective phononic crystal for narrowband filtering

International Journal of Mechanical Sciences

Donghyu Lee

Byeng D Youn

Soo-Ho Jo

2023/10/1

Deep-learning-based fault detection and recipe optimization for a plastic injection molding process under the class-imbalance problem

Journal of Computational Design and Engineering

Jin Uk Ko

Jinwook Lee

Taehun Kim

Yong Chae Kim

Byeng D Youn

2023/4

Uncertainty analysis of stack pressure in EV battery module systems using a phenomenological modeling approach

Journal of Energy Storage

Hyunhee Choi

Chen Jiang

Byeng D Youn

Taejin Kim

2023/12/1

Hybrid approach of xgboost and rule-based model for fault detection and severity estimation in spacecraft propulsion system

PHM Society Asia-Pacific Conference

Sang Kyung Lee

Jiwon Lee

Seungyun Lee

Bongmo Kim

Yong Chae Kim

...

2023/9/4

Special issue on physics-informed machine learning enabling fault feature extraction and robust failure prognosis

Mechanical Systems and Signal Processing

Chao Hu

Kai Goebel

David Howey

Zhike Peng

Dong Wang

...

2023/6

Frequency-learning generative network (FLGN) to generate vibration signals of variable lengths

Expert Systems with Applications

Jin Uk Ko

Jinwook Lee

Taehun Kim

Yong Chae Kim

Byeng D Youn

2023/10/1

Probabilistic framework for reliable optimal design of gearboxes in general-purpose industrial robots considering random use conditions

Journal of Computational Design and Engineering

Jin-gyun Park

Heonjun Yoon

Byeng D Youn

2023/4

Stator current operation compensation (SCOC): A novel preprocessing method for deep learning-based fault diagnosis of permanent magnet synchronous motors under variable …

Measurement

Hyeongmin Kim

Chan Hee Park

Chaehyun Suh

Minseok Chae

Hye Jun Oh

...

2023/11/15

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

...

2023/1

Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data

Expert Systems with Applications

Hyeongmin Kim

Jin Uk Ko

Kyumin Na

Hyeonchan Lee

Hee-soo Kim

...

2023/4/1

See List of Professors in Byeng Dong Youn University(Seoul National University)