People

Hyperautonomy Artificial Intelligence Lab

Total 90건 4 페이지

  • 2M.S. Alumni

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    In Chan Lee (이인찬)

    2M.S. Alumni

    February 2022

    Master's Thesis

    Deep Learning-based Domain Adaptation Method for Identifying Peripheral Arterial Disease Locations under Various Severity Levels

    Research field

    Prognostics and Health Management for Humans

    SAMSUNG Electronics

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    Dongkyu Lee (이동규)

    2M.S. Alumni

    August 2021

    Master's Thesis

    A Diagnosis Framework for the Robotic Arm Joint with Strain Wave Gearing based on Ordinal Pattern Analysis

    Research field

    Prognostics and Health Management

    ONEPREDICT Inc.

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    Joo Hyeon Im (임주현)

    2M.S. Alumni

    February 2021

    Master's Thesis

    Deep Neural Network based Disease Severity Regression for Diagnosis of Abdominal Aortic Aneurysm

    Research field

    PHM Based on Sensor Fusion

    Ph.D. Student in HAI Lab

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    Yongjin Shin (신용진)

    2M.S. Alumni

    February 2021

    Master's Thesis

    Deep Learning Approach for Motor Diagnosis Using Bayesian Based Class Weight Optimization

    Research field

    Prognostics and Health Management for Motors

    MakinaRocks Inc.

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    Jonghyun Choi (최종현)

    2M.S. Alumni

    February 2021

    Master's Thesis

    Study of Interpretable AI based Bearing Fault Frequency Estimation Utilizing Generated Signal

    Research field

    Prognostics and Health Management for a Rolling Element Bearing System

    Hyundai Motors

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    Yeongtak Oh (오영탁)

    2M.S. Alumni

    August 2020

    Master's Thesis

    Motion-Adaptive Few-Shot Fault Detection Method of Industrial Robot Gearboxes via Residual Convolutional Neural Network

    Research field

    Prognostics and Health Management for Industrial Robots

    Ph.D. Student at Seoul National University

    Homepage

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    Myeongbaek Youn (윤명백)

    2M.S. Alumni

    August 2020

    Master's Thesis

    A Weighted Residual Rényi Information (WRRI) for Detecting Fault Feature of Motor and Gearbox in Linear Time-Frequency Representation

    Research field

    Prognostics and Health Management for Motors

    Patent Attorney, YUIL HIGHEST

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    Hyeon Bae Kong (공현배)

    2M.S. Alumni

    February 2020

    Master's Thesis

    An Automated Interpretable Deep Learning (AutoIDL) Framework Development for Prognostics and Health Management (PHM)

    Research field

    Prognostics and Health Management for a Journal Bearing System 

    Riiid! Inc.

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    Giljun Ahn (안길준)

    2M.S. Alumni

    February 2020

    Master's Thesis

    Estimated Disturbance Decomposition Based Fault Detection for Inter-Turn Short-Circuit Fault in PMSM

    Research field

    Prognostics and Health Management for Motors 

    School of Law at Seoul National University

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    Hao Yuan (유안 하오)

    2M.S. Alumni

    August 2019

    Master's Thesis

    Minimization of Multi-Axis Interference for Fault Detection of Industrial Robots Based on Blind Sources Separation

    Research field

    Prognostics and Health Management for Gearboxes in Industrial Robots

    Huawei Device Co., Ltd.

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    Joowhan Song (송주환)

    2M.S. Alumni

    February 2019

    Master's Thesis

    Deep Learning Based Acoustic Fault Severity Estimation

    Research field

    Prognostics and Health Management

    Nexon Games

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    Dongki Lee (이동기)

    2M.S. Alumni

    August 2018

    Master's Thesis

    Defective Motor Classification with Acoustic Signal Using Convolutional Neural Network

    Research field

    Prognostics and Health Management for Defective Motor

    LG Electronics

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    Byungjoo Jeon (전병주)

    2M.S. Alumni

    February 2018

    Master's Thesis

    Bearing Incipient Fault Detection, Diagnosis, and Unsupervised Prognosis with Failure Thresholding

    Research field

    Prognostics and Health Management for a Rolling Element Bearing System

    Senior Data Scientist at Coupang

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    Keon Kim (김건)

    2M.S. Alumni

    August 2017

    Master's Thesis

    Quantitative Performance Evaluation of a Knock Sensor for Vibration-Based Fault Diagnosis in a Planetary Gearbox

    Research field

    Prognostics and Health Management for Construction Equipment

    HD Hyundai Xitesolution

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    Hwanoh Choi (최환오)

    2M.S. Alumni

    August 2016

    Master's Thesis

    A New Calibration Metric - Probability Residual (PR) and Its Validation Practice for Rotor Dynamics Model of a Journal Bearing Rotor System

    Research field

    Statistical Model Verification and Validation for a Journal Bearing System

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    Sihyeong Woo (우시형)

    2M.S. Alumni

    February 2016

    Master's Thesis

    Time-Domain Reflectometry based Multiple Leak Detection System using Bayesian Inference and S-parameters Transmission Line Model for Pipelines

    Research field

    Prognostics and Health Management for Pipeline

    Republic of Korea Airforce