People
Hyperautomation Artificial Intelligence
2M.S. Alumni
February 2025
Deep learning-based super resolution of time-series data for bearing fault diagnosis: Overcoming low performance sensor
Prognostics Health Management
jwlee2611@gmail.com
Hyundai Rotem
Vision-based Adaptive Filter for Anomaly Detection in Rotating Machinery
Prognostics and Health Management for a Journal Bearing System
bjh4924@gmail.com
ROK ARMY Special Warfare Command
Voltage-Adapted Physics-informed Neural Network for Lithium-ion Battery State Estimation
Prognostics and Health Management for Battery Pack
oikonomia12@snu.ac.kr
Ph.D. Student in HAI Lab
Deep learning-based tacholess instantaneous speed estimation of rotating machinery using vibration signals with a selective multi-order frequency module
Prognostics and Health Management for Robots
kmj1557@hotmail.com
SAMSUNG Electronics
Battery Capacity Estimation in Partial Charge Curve with Current Charge State Invariant Feature
Prognostics and Health Management for Battery Packs
kbm3656@gmail.com
LG Energy Solution
February 2024
Cross-modal Knowledge Distillation Based Multi-domain Adaptation for Motor Fault Diagnosis
Prognostics and Health Management for Motors
ojune575@snu.ac.kr
KOREAN Reinsurance Company
February 2023
Spectrum-guided GAN: A Reliable Signal Generation Approach for Fault Diagnosis of Rotating Machinery with Limited Data
crown3633@snu.ac.kr
A Study of Deep Learning-based Spall Size Distribution Estimation for Rolling Element Bearing Diagnosis
Prognostics and Health Management for a Rolling Element Bearing System
toeky2002@snu.ac.kr
HD Hyundai Xitesolution
February 2022
Fault Detection of Gearbox in Industrial Robot using Current Residual from Singular Spectrum Template Matching
Prognostics and Health Management for Industrial Robots
rlaehdhks4@snu.ac.kr
Feature-analytic, Fleet-adaptive Network for Fault Diagnosis of Automated Material Handling Systems
maroo17@snu.ac.kr
A New Initial Point Search Algorithm for Bayesian Calibration with Insufficient Statistical Information: Greedy Stochastic Section Search
Statistical Model Verification and Validation for Digital Twin
hyeonchan523@gmail.com
Deep Learning-based Domain Adaptation Method for Identifying Peripheral Arterial Disease Locations under Various Severity Levels
Prognostics and Health Management for Humans
dldlscks12@gmail.com
August 2021
A Diagnosis Framework for the Robotic Arm Joint with Strain Wave Gearing based on Ordinal Pattern Analysis
Prognostics and Health Management
dkeaster92@snu.ac.kr
February 2021
Deep Neural Network based Disease Severity Regression for Diagnosis of Abdominal Aortic Aneurysm
PHM Based on Sensor Fusion
yelloweel@naver.com
Deep Learning Approach for Motor Diagnosis Using Bayesian Based Class Weight Optimization
tkwk306@snu.ac.kr
MakinaRocks Inc.
Study of Interpretable AI based Bearing Fault Frequency Estimation Utilizing Generated Signal
cjh0279whdgus@naver.com
Hyundai Motors
