People
Hyperautomation Artificial Intelligence
2M.S. Alumni
February 2020
An Automated Interpretable Deep Learning (AutoIDL) Framework Development for Prognostics and Health Management (PHM)
Prognostics and Health Management for a Journal Bearing System
hyeonbae.kong@riiid.co
Riiid! Inc.
Estimated Disturbance Decomposition Based Fault Detection for Inter-Turn Short-Circuit Fault in PMSM
Prognostics and Health Management for Motors
ahn0718@snu.ac.kr
School of Law at Seoul National University
August 2019
Minimization of Multi-Axis Interference for Fault Detection of Industrial Robots Based on Blind Sources Separation
Prognostics and Health Management for Gearboxes in Industrial Robots
haoyuan951108@hotmail.com
Huawei Device Co., Ltd.
February 2019
Deep Learning Based Acoustic Fault Severity Estimation
Prognostics and Health Management
darkenir@snu.ac.kr
ReLU Games Inc.
August 2018
Defective Motor Classification with Acoustic Signal Using Convolutional Neural Network
Prognostics and Health Management for Defective Motor
dongki2.lee@lge.com
LG Electronics
February 2018
Bearing Incipient Fault Detection, Diagnosis, and Unsupervised Prognosis with Failure Thresholding
Prognostics and Health Management for a Rolling Element Bearing System
jbj0418@gmail.com
Senior Data Scientist at Coupang
August 2017
Quantitative Performance Evaluation of a Knock Sensor for Vibration-Based Fault Diagnosis in a Planetary Gearbox
Prognostics and Health Management for Construction Equipment
dataknowseverything@gmail.com
HD Hyundai Xitesolution
August 2016
A New Calibration Metric - Probability Residual (PR) and Its Validation Practice for Rotor Dynamics Model of a Journal Bearing Rotor System
Statistical Model Verification and Validation for a Journal Bearing System
February 2016
Time-Domain Reflectometry based Multiple Leak Detection System using Bayesian Inference and S-parameters Transmission Line Model for Pipelines
Prognostics and Health Management for Pipeline
wsj1697@gmail.com
Republic of Korea Airforce
August 2015
Reliability-Based Design Optimization of Omnidirectional Energy Harvesting Sidewalk Block Considering Human Gait Analysis
Piezoelectric Energy Harvesting
jinshi0810@hotmail.com
SKF
February 2014
Statistical Health Reasoning System of Power Generator Stator Windings against Water Absorption
Prognostics and Health Management for a Generator
park.kyungm@gmail.com
SAMSUNG Electronics
Power Usage Maximization of a Piezoelectric Energy Harvesting Skin
44odyssey44@gmail.com
August 2013
Vibration-based Framework for Fault Diagnostics of Wind Turbine Gearbox
jmha@ajou.ac.kr
Assistant Professor in the Department of Mechanical Engineering at Ajou University
Google Scholar
Homepage
A Performance Degradation Model for Warranty Abuse Detection in Portable Electronics
Accelerated Life Testing for an Electronic Product
hide_choi@hotmail.com
Agency for Defense Development
February 2013
Analytical Model for Electric Power Prediction of Piezoelectric Energy Harvesting
Piezoelectric Vibration Energy Harvesting
Elastic Metamaterial
heonjun@ssu.ac.kr
Assistant Professor in the School of Mechanical Engineering at Soongsil University
Researchgate
ORCID
A Model Refinement Framework for Statistical Model Validation
Statistical Model Verification and Validation for a Smartphone
eclipse0403@gmail.com
Postdoctoral Researcher at Keimyung University
