이수영 프로필 사진

이수영

Lee, Sooyoung

공과대학

기계공학부

Scopus ORCID

연구분야

  • AI for Smart Manufacturing, 
  • Advanced System Intelligence, 
  • Generative AI for Engineering, 
  • Physics-guided AI

자료 필터

자료유형

발행연도

2013 ~ 2026
2013 2026

키워드

언어

전체 39건 중 31번부터 39번까지의 결과를 표시합니다.

2020
Article

Acoustic source localization for a single point source using convolutional neural network and weighted frequency loss

  • 2020-08
  • Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020
  • Korean Society of Noise and Vibration Engineering
Article

An overview of deep learning techniques for fault detection using vibration signal

  • 2020-08
  • Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020
  • Korean Society of Noise and Vibration Engineering
Article

Frequency-driven convolutional neural network for enhancing noise-robustness of bearing fault detection

  • 2020-08
  • Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020
  • Korean Society of Noise and Vibration Engineering
Article

New way of detecting vibration of mechanical systems by explainable deep learning

  • Huh, Hyunsuk ; 
  • Lee, Soo Young ; 
  • Lee, Seungchul ; 
  • Sun, Kyung Ho ; 
  • Jung, Joon Ha
  • 2020-08
  • Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020
  • Korean Society of Noise and Vibration Engineering
Article

Vision-Based Fault Diagnostics Using Explainable Deep Learning With Class Activation Maps

  • Sun, Kyung Ho ; 
  • Huh, Hyunsuk ; 
  • Tama, Bayu Adhi ; 
  • Lee, Soo Young ; 
  • Ha Jung, Joon ; 
  • 외 1명
  • 2020
  • IEEE Access
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Remote machine mode detection in cold forging using vibration signal

  • Glaeser, Andrew ; 
  • Selvaraj, Vignesh ; 
  • Lee, Kangsan ; 
  • Lee, Namjeong ; 
  • Hwang, Yunseob ; 
  • ... Lee, Sooyoung ; 
  • 외 2명
  • 2020
  • 48TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE, NAMRC 48
  • ELSEVIER SCIENCE BV
Article

Spatial and Sequential Deep Learning Approach for Predicting Temperature Distribution in a Steel-Making Continuous Casting Process

  • Lee, Soo Young ; 
  • Tama, Bayu Adhi ; 
  • Choi, Changyun ; 
  • Hwang, Jong-Yeon ; 
  • Bang, Jonggeun ; 
  • 외 1명
  • 2020
  • IEEE Access
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
2019
Article

Steel Surface Defect Diagnostics Using Deep Convolutional Neural Network and Class Activation Map

  • Lee, Soo Young ; 
  • Tama, Bayu Adhi ; 
  • Moon, Seok Jun ; 
  • Lee, Seungchul
  • 2019-12
  • APPLIED SCIENCES-BASEL
  • MDPI
2013
Article

이중 시간지연을 가지는 비선형 연삭기의 가공 에너지 밀도 최적화 연구

  • 정지현 ; 
  • 김필기 ; 
  • 이정인 ; 
  • 이수영 ; 
  • 이종항 ; 
  • ... 석종원 ; 
  • 외 1명
  • 2013-05
  • 한국정밀공학회지
  • 한국정밀공학회
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