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  • 전임교수

교수소개

전임교수

  • 교수 품질공학
  • 이동희 홈페이지 바로가기
    Lab 품질공학 연구실
  • 031-290-7609
  • dhee@skku.edu
  • 제2공학관27동 4층 27410A호실

관심분야

품질공학, 스마트팩토리

학력

  • (2011) 공학박사, 포항공과대학교 산업경영공학과
  • (2006) 공학사, 포항공과대학교 산업경영공학과

약력/경력

  • (2014 - 2021) 한양대학교 산업융합학부, 조교수, 부교수
  • (2011 - 2014) 삼성전자 파운드리사업부 품질팀, 책임연구원

학술지 논문

  • (2026)  A dual GCN–MCTS framework for yield-aware scheduling in multistage manufacturing.  Computers and Operations Research.  195, 
  • (2026)  Managing Cost-Stability Trade-Offs in Industrial Object Detection: A Unified Decision Support Framework.  Algorithms.  19,  5
  • (2026)  Semantic segmentation of steel wire rod thermal images for automated temperature measurement.  INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY.  143,  9-10
  • (2026)  A Hybrid Physics-Informed and Data-Driven Feature Framework with Explicit Correlation-Structure Embeddings for Early-Life Prognostics of Lithium-Ion Batteries.  CMC-COMPUTERS MATERIALS & CONTINUA.  88,  2
  • (2025)  Cost-Stability Evaluation Framework for Reliable Deployment of Object Detectors in Industrial Applications.  IEEE ACCESS.  13, 
  • (2025)  Improving quality and reliability of disposable desiccant to prevent condensation in automotive headlamps.  ENGINEERING FAILURE ANALYSIS.  180, 
  • (2025)  Development of a suspiciousness measure with reduced redundancy for screening machine sets in serial-parallel multistage manufacturing processes.  EXPERT SYSTEMS WITH APPLICATIONS.  269, 
  • (2025)  Enhanced detection of unknown defect patterns on wafer bin maps based on an open-set recognition approach.  COMPUTERS IN INDUSTRY.  164,  1
  • (2025)  A framework for detecting unknown defect patterns on wafer bin maps using active learning.  EXPERT SYSTEMS WITH APPLICATIONS.  260,  1
  • (2025)  Edge Computing-Based Digital Twin Framework Based on ISO 23247 for Enhancing Data Processing Capabilities.  MACHINES.  13,  1
  • (2024)  품질 및 신뢰성 분야의 연구 동향, 산업체 적용과 발전 방향.  대한산업공학회지.  50,  6
  • (2024)  Similarity searching for wafer bin maps by measuring shape, location, and size similarities of defect patterns.  COMPUTERS & INDUSTRIAL ENGINEERING.  196, 
  • (2024)  Prediction of spring steel wire rod hardness based on wire rod rolling process data: a case study.  INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY.  online,  1
  • (2024)  Response to “Comments on Seo et al., Materials & Design 117 (2017) 131–138.  MATERIALS & DESIGN.  241,  1
  • (2024)  Development of a spatial dimension-based taxonomy for classifying the defect patterns in a wafer bin map.  ADVANCED ENGINEERING INFORMATICS.  60,  1
  • (2024)  Identifying Quality Factors for Surface Defects on Small Steel Bars Using a Two-step Method of Statistical Difference Testing and k-means Clustering.  INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING.  25,  3
  • (2024)  A process capability function approach to multiple response surface optimization based on a posterior procedure.  QUALITY ENGINEERING.  online,  1
  • (2023)  Development of taxonomy for classifying defect patterns on wafer bin map using Bin2Vec and clustering methods.  COMPUTERS IN INDUSTRY.  152, 
  • (2023)  Development of a CNN-based real-time monitoring algorithm for additively manufactured molybdenum.  SENSORS AND ACTUATORS A-PHYSICAL.  352,  -
  • (2022)  A two-stage automatic labeling method for detecting abnormal food items in X-ray images.  Journal of Food Measurement and Characterization.  16,  4

수상/공훈

  • (2018) 제28회 과학기술우수논문상 수상 (수여기관: 한국과학기술단체총연합회)