People

Hyperautomation Artificial Intelligence

Total 82건 3 페이지

  • 1Ph.D. Alumni

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    Byung C. Jung (정병창)

    1Ph.D. Alumni

    August 2011

    Doctoral Dissertation

    A Hierarchical Framework for Statistical Model Validation of Engineered Systems

    Research field

    Statistical Model Verification and Validation,

    Piezoelectric Energy Harvesting


    Korea Institute of Machinery and Materials

    Google Scholar

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    Pingfeng Wang

    1Ph.D. Alumni

    August 2010

    Doctoral Dissertation

    Reliability-Based Design and Structural Health Prognostics for a Resilient System Design

    Research field

    Reliability Analysis and Risk Management,

    Reliability-based Design Optimization,

    Prognostics and Health Management

    Professor in the Department of Industrial and Enterprise Systems Engineering at University of Illinois at Urbana-Champaign

    Homepage

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    Zhimin Xi

    1Ph.D. Alumni

    August 2010

    Doctoral Dissertation

    A Generic Reliability Analaysis and Design Framework with a Set of Random Parameter and Field Variables

    Research field

    Engineering Design for Reliability and Quality,

    Prognostics and Health Management

    Tenured Associate Professor in the Department of Industrial and Systems Engineering at the Rutgers University

    Homepage

  • 2M.S. Alumni

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    Hye Jun Oh (오혜준)

    2M.S. Alumni

    February 2024

    Master's Thesis

    Cross-modal Knowledge Distillation Based Multi-domain Adaptation for Motor Fault Diagnosis

    Research field

    Prognostics and Health Management for Motors

    KOREAN Reinsurance Company

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    Taehun Kim (김태훈)

    2M.S. Alumni

    February 2023

    Master's Thesis

    Spectrum-guided GAN: A Reliable Signal Generation Approach for Fault Diagnosis of Rotating Machinery with Limited Data

    Research field

    Prognostics and Health Management for a Journal Bearing System

    Ph.D. Student in SHRM Lab

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    Hwayong Jeong (정화용)

    2M.S. Alumni

    February 2023

    Master's Thesis

    A Study of Deep Learning-based Spall Size Distribution Estimation for Rolling Element Bearing Diagnosis

    Research field

    Prognostics and Health Management for a Rolling Element Bearing System

    HD Hyundai Xitesolution

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    Dowan Kim (김도완)

    2M.S. Alumni

    February 2022

    Master's Thesis

    Fault Detection of Gearbox in Industrial Robot using Current Residual from Singular Spectrum Template Matching

    Research field

    Prognostics and Health Management for Industrial Robots

    SAMSUNG Electronics

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    Chaehyun Suh (서채현)

    2M.S. Alumni

    February 2022

    Master's Thesis

    Feature-analytic, Fleet-adaptive Network for Fault Diagnosis of Automated Material Handling Systems

    Research field

    Prognostics and Health Management for Motors

    SAMSUNG Electronics

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    Hyeonchan Lee (이현찬)

    2M.S. Alumni

    February 2022

    Master's Thesis

    A New Initial Point Search Algorithm for Bayesian Calibration with Insufficient Statistical Information: Greedy Stochastic Section Search

    Research field

    Statistical Model Verification and Validation for Digital Twin

    SAMSUNG Electronics

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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

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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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    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

    Prognostics and Health Management for Humans

    Ph.D. Student in HAI Lab

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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