Publications

International Journal

• A Deep Transferable Motion-Adaptive Fault Detection Method for Industrial Robots Using a Residual-Convolutional Neural Network

  Yeongtak Oh, Yunhan Kim, Kyumin Na, and Byeng D. Youn* ISA Transactions , 2022-09 , SCIE (IF: 6.3, Rank: 4.2%) , Vol. 128, pp. 521-534, 2022

  LINK

• Intelligent Steam Power Plant Boiler Waterwall Tube Leakage Detection via Machine Learning-Based Optimal Sensor Selection

  Salman Khalid, Woocheol Lim, Heung Soo Kim*, Yeong Tak Oh, Byeng D. Youn, Hee-Soo Kim, and Yong-Chae Bae Sensors , 2020-11 , SCIE (IF: 3.4, Rank: 30.9%) , Vol. 20, No 21, pp. 6536, 2020

  LINK

Registration Patent

• Domestic  "Boiler Piping Monitoring System and Method"

  Republic of Korea

  Republic of Korea

  Patent No. : 10-2226050

  2021-03-04

International Conference

• "A Novel Fault Detection Method of Industrial Robots Using Motor Current Signals via Convolutional Neural Network (CNN)"

  Yeongtak Oh, Yunhan Kim, Kyumin Na, and Byeng D. Youn Conference : The 5th International Conference on Materials and Reliability 2019-11-27

Domestic Conference

• "Convolutional Neural Network(CNN) based Boiler Tube Leakage Detection in a Power Plant"

  오영탁, 나규민, 윤명백, 윤병동 Conference : PHM KOREA 2019 2019-04-11

• "상관성 윈도우 행렬 기반 합성곱 장단기 기억 신경망을 이용한 실시간 보일러 튜브 누설 진단 기술"

  김형민, 오영탁, 나규민, 윤병동 Conference : 대한기계학회 2019년 학술대회 2019-11-15

• "산업용 로봇 기어박스의 동작 적응형 퓨샷 고장 감지 기법"

  오영탁, 나규민, 김윤한, 윤병동 Conference : 한국PHM학회 2020년도 정기학술대회 2020-07-23

• "순환 합성곱 자동 엔코더 기반 실시간 보일러 누설 감지 기법"

  김형민, 오영탁, 나규민, 윤병동 Conference : 한국PHM학회 2020년도 정기학술대회 2020-07-23

Awards

• 오영탁, 김윤한, 나규민, 윤병동 ,"International Conference on Materials and Reliability 2019 - Best Paper Award" 2019-12-10

• 오영탁, 나규민, 윤명백, 윤병동 ,"한국PHM학회 2019년도 정기학술대회 - 우수포스터상" 2019-04-12