Industrial Intelligence Laboratory

산업지능 연구실

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산업지능 연구실

Our research focuses on developing artificial intelligence (AI) models for effective knowledge discovery from the real industry. The theoretical components of our research have direct relevance to various areas,​ including smart manufacturing (e.g., smart factory, predictive maintenance, anomaly detection, additive manufacturing).

Major research field

Smart Manufacturing, Smart Factory, Industrial Artificial Intelligence, Machine Learning, Deep Learning

Desired field of research

Smart Manufacturing, Smart Factory, Industrial Artificial Intelligence, Machine Learning, Deep Learning

Research Keywords and Topics

(1) Topics
· Industrial Artificial Intelligence (AI+X)
· Machine Learning / Deep Learning

(2) Applications
· Smart Manufacturing (e.g., Smart Factory, Predictive Maintenance, Anomaly Detection, Additive Manufacturing)
· Safety Management

Research Publications
MORE

· International Journal of Production Research, "A multi-domain mixture density network for tool wear prediction under multiple machining conditions", Gyeongho Kim, Sang Min Yang, Sinwon Kim, Do Young Kim, Jae Gyeong Choi, Hyung Wook Park, and Sunghoon Lim, (2023.12.)
· Engineering Applications of Artificial Intelligence, "Using transformer and a reweighting technique to develop a remaining useful life estimation method for turbofan engines", Gyeongho Kim, Jae Gyeong Choi, and Sunghoon Lim, (2024.07.)
· Computers & Industrial Engineering, "Developing a semi-supervised learning and ordinal classification framework for quality level prediction in manufacturing", Gyeongho Kim, Jae Gyeong Choi, Minjoo Ku, and Sunghoon Lim, (2023.07.)

Patents

· 반복 회전동작으로 인한 부상 방지 재활 방법 및 부상 방지 재활 장치, 권상진, 권용웅, 임성훈, (2022)
· 근로자의 반복적인 근무 활동 동안 근육 부상을 예측하는 방법 및 장치, 권상진, 권용웅, 임성훈, (2022)

국가과학기술표준분류

  • EE. 정보/통신
  • EE01. 정보이론
  • EE0108. 인공지능

국가기술지도분류

  • 정보-지식-지능화 사회 구현
  • 012300. 인공지능/지능로봇 기술

녹색기술분류

  • 녹색기술관련 과제 아님
  • 녹색기술관련 과제 아님
  • 999. 녹색기술 관련과제 아님

6T분류

  • IT 분야
  • 기타 정보기술
  • 010411. 기타 정보기술