Publications

International Journal

• A Feature Inherited Hierarchical Convolutional Neural Network (FI-HCNN) for Motor Fault Severity Estimation Using Stator Current Signals

  Chan Hee Park, Hyunjae Kim, Junmin Lee, Giljun Ahn, Myeongbaek Youn, and Byeng D. Youn* International Journal of Precision Engineering and Manufacturing-Green Technology , 2021-07 , SCIE (IF: 5.3, Rank: 9.2%) , Vol. 8, pp. 1253-1266, 2021

  LINK

• Drive-tolerant Current Residual Variance (DTCRV) for Fault Detection of a Permanent Magnet Synchronous Motor Under Operational Speed and Load Torque Conditions

  Chan Hee Park, Junmin Lee, Hyeongmin Kim, Chaehyun Suh, Myeongbaek Youn, Yongjin Shin, Sung-Hoon Ahn, and Byeng D. Youn* IEEE Access , 2021-03 , SCIE (IF: 3.4, Rank: 34.5%) , Vol. 9, pp. 49055-49068, 2021

  LINK

• Fatigue Crack Length Estimation and Prediction using Trans-Fitting with Support Vector Regression

  Myeongbaek Youn, Yunhan Kim, Dongki Lee, Minki Cho, and Byeng D. Youn* International Journal of Prognostics and Health Management , 2020-12 , SCIE (IF: 0.0, Rank: 0.0%) , Vol. 11, No. 1, pp. 1-14, 2020

  LINK

Registration Patent

• Domestic  "Method and Apparatus for Diagnosis of Motor Using Current Signals"

  Republic of Korea

  Republic of Korea

  Patent No. : 10-2538542

  2023-05-25

• Domestic  "Method and Apparatus for Diagnosis of Motor Using Current Signals"

  Republic of Korea

  Republic of Korea

  Patent No. : 10-2538542

  2023-05-25

• Domestic  "Apparatus and Method for Determining Fault of Motor in Variable Driving Environment"

  Republic of Korea

  Republic of Korea

  Patent No. : 10-2395570

  2022-05-03

• Domestic  "Fault Diagnosis Method of Synchronous Motor"

  Republic of Korea

  Republic of Korea

  Patent No. : 10-2212084

  2021-01-29

International Conference

• "A Fatigue Crack Length Estimation and Prediction using Trans-fitting with Support Vector Regression"

  Myeongbaek Youn, Yunhan Kim, Dongki Lee, and Minki Cho Conference : Annual Conference of the Prognostics and Health Management Society 2019 2019-09-25

• "Inter-turn Short Circuit Fault Detection in Permanent Magnet Synchronous Motors Based on Reference Voltage"

  Giljun Ahn, Junmin Lee, Chan Hee Park, Myeongbaek Youn, and Byeng D. Youn Conference : Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED) 2019-08-29

• "Fault Detection of PMSM under Non-Stationary Conditions Based on Wavelet Transformation Combined with Distance Approach"

  Chan Hee Park, Junmin Lee, Giljun Ahn, Myeongbaek Youn and Byeng D. Youn Conference : Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED) 2019-08-28

• "Thrust Estimation Model for F404 Turbofan Engine Diagnosis Using Neural Network Based on Cycle Deck"

  Myeongbaek Youn and Byeng D. Youn Conference : International Conference on Advances in Aerospace and Mechanical Engineering 2019 (AAME2019) 2019-07-10

• "Harmonic Distortion Based Motor Current Signature Analysis for Fault Diagnosis of a Permanent Magnet Synchronous Motor"

  Junmin Lee, Chan Hee Park, Giljun Ahn, Myeongbaek Youn and Byeng D. Youn Conference : International Conference on Energy and Sustainability 2018 2018-10-18

Domestic Conference

• "Spectral Energy Distribution Based Inter-Turn Short Circuit Fault Diagnosis for Permanent Magnet Synchronous Motor (PMSM) Under Variable Load Conditions"

  윤명백, 이준민, 박찬희, 안길준, 윤병동 Conference : PHM KOREA 2019 2019-04-11

• "Fault Diagnosis of PMSM with Inter-turn Short Circuit Fault Using Current of Short Circuit"

  안길준, 이준민, 박찬희, 윤명백, 윤병동 Conference : PHM KOREA 2019 2019-04-11

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

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

• "가변 조건 유성기어 고장 진단 알고리즘의 신호처리 방법에 따른 성능 비교 연구: 시간 주파수 해석을 중심으로"

  윤명백, 박정호, 윤병동 Conference : 대한기계학회 2018년도 학술대회 2018-12-14

• "다양한 운행 환경에 적용가능한 전류신호 기반 영구자석 전동기 고장감지법"

  박찬희, 신용진, 윤명백, 윤병동 Conference : 한국PHM학회 2020년도 정기학술대회 2020-07-22

• "시간-주파수 측정 방안에 따른 변속조건에서의 모터 및 기어박스 고장 특성에 관한 연구"

  윤명백, 박찬희, 박정호, 윤병동 Conference : 한국PHM학회 2020년도 정기학술대회 2020-07-22

• "시간 주파수 메트릭 기반 변속조건에서의 회전체 고장 특성에 관한 연구"

  윤명백, 박찬희, 박정호, 윤병동 Conference : 대한기계학회 신뢰성부문 2020년 춘계학술대회 2020-07-16

Awards

• 윤명백, 박찬희, 박정호, 윤병동 ,"대한기계학회 2020년도 춘계학술대회 신뢰성부문 - 우수논문상" 2020-07-16

• 윤명백, 김윤한, 이동기, 조민기 ,"2019 PHM Society Data Challenge Competition - Winner (1st Place)" 2019-09-25

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

• 윤명백, 박정호, 윤병동 ,"대한기계학회 2018년도 학술대회 신뢰성부문 - 우수학생논문상" 2019-02-27