“A non-conformance rate prediction method supported by machine learning and ontology in reducing underproduction cost and overproduction cost,” International Journal of
Production Research, 2021
“Extraction of Behavioral Requirements for Simulation-Based Performance Evaluation of Manufacturing Systems,” Journal of Systems Science and Systems Engineering, 2019
“A Survey on Knowledge Transfer for Manufacturing Data Analytics,” Computers in
Industry, 2019
“An activity model for smart factory design and improvement,” Production Planning & Control, 2017
“A semantic web service framework for long distance logistics management,” International Journal of Computer Integrated Manufacturing, 2015
“Simultaneous control of vehicle routing and inventory for dynamic inbound supply chain,” Computers in Industry, 2014
“Semantic web-based supplier discovery system for building a long-term supply chain,” International Journal of Computer Integrated Manufacturing, 2014
About Prof.
프로필
2024–현재 포항공과대학교 친환경소재대학원 배터리공학과 겸임교수
1994 – 현재포항공과대학교 산업경영공학과 교수
2019 – 현재중소벤처부 제조AI데이터 전략위원회 위원
2016 – 현재산업부 산업자동화 시스템 및 통합(ISO TC 184 SC5) 전문위원
2019 - 현재산업부 인공지능 (JTC 1 SC 42) 국내전문위원
2015 - 현재LG전자 생산기술원 미래생산시스템 자문교수
교육
1993 미국 Texas A&M University, Manufacturing Engineering 공학 박사
1988 서울대학교 산업공학과 공학 석사
1986 서울대학교 산업공학과 공학 학사
주요 연구분야
Smart Manufacturing
Industrial Data Analytics & Artificial Intelligence