People

Hyperautomation Artificial Intelligence

Total 90건 3 페이지

  • 1Ph.D. Alumni

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    Lulu Wang

    1Ph.D. Alumni

    February 2012

    Doctoral Dissertation

    Product Design Selection Using Online Customer Reviews

    Research field

    Customer-driven Product Design,

    Reliability Tests and Analysis of a Microelectronics Component

    Beijing Newmicrot Company

    Homepage

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    Chao Hu

    1Ph.D. Alumni

    August 2011

    Doctoral Dissertation

    Advances in System Reliability-based Design and Prognostics and Health Management (PHM) for System Resilience Analysis and Design

    Research field

    Design of Energy Storage Systems,

    Reliability Analysis and Risk Management,

    Prognostics and Health Management

    Associate Professor at University of Connecticut

    Homepage

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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

  • 1Post Doctor

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    Hyeongmin Kim

    1Post Doctor

    Research field

    Prognostics and Health Management for Motors

    Room 324-2, Building 313

    Google Scholar

    Linkedin

    Homepage

  • 2M.S. Alumni

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    Jiwon Lee (이지원)

    2M.S. Alumni

    February 2025

    Master's Thesis

    Deep learning-based super resolution of time-series data for bearing fault diagnosis: Overcoming low performance sensor

    Research field

    Prognostics Health Management

    Hyundai Rotem

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    Jonghwa Baek (백종화)

    2M.S. Alumni

    February 2025

    Master's Thesis

    Vision-based Adaptive Filter for Anomaly Detection in Rotating Machinery

    Research field

    Prognostics and Health Management for a Journal Bearing System

    ROK ARMY Special Warfare Command

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    Gyeong Ryun Gwon (권경륜)

    2M.S. Alumni

    February 2025

    Master's Thesis

    Voltage-Adapted Physics-informed Neural Network for Lithium-ion Battery State Estimation

    Research field

    Prognostics and Health Management for Battery Pack

    Ph.D. Student in HAI Lab

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    Minjung Kim (김민정)

    2M.S. Alumni

    February 2025

    Master's Thesis

    Deep learning-based tacholess instantaneous speed estimation of rotating machinery using vibration signals with a selective multi-order frequency module

    Research field

    Prognostics and Health Management for Robots

    SAMSUNG Electronics

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    Bongmo Kim

    2M.S. Alumni

    Master's Thesis

    Battery Capacity Estimation in Partial Charge Curve with Current Charge State Invariant Feature

    Research field

    Prognostics and Health Management for Battery Packs

    LG Energy Solution

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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 HAI 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