Publications

International Journal

• Robust Deep Learning-based Fault Detection of Planetary Gearbox Using Enhanced Health Data Map under Domain Shift Problem

  Taewan Hwang, Jong M. Ha*, and Byeng D. Youn* Journal of Computational Design and Engineering , 2023-08 , SCIE (IF: 4.8, Rank: 11.5%) , Vol. 10, No. 4, pp. 1677-1693, 2023

  LINK

• Motor-current-based Electromagnetic Interference De-noising Method for Rolling Element Bearing Diagnosis Using Acoustic Emission Sensor

  Su J. Kim, Keunsu Kim, Taewan Hwang, Jongmin Park, Hwayong Jeong, Taejin Kim*, and Byeng D. Youn* Measurement , 2022-04 , SCIE (IF: 5.2, Rank: 9.2%) , Vol. 193, pp. 110912, 2022

  LINK

• Risk Prediction of Engineering Assets: An Ensemble of Part Lifespan Calculation and Usage Classification Methods

  Hyunjae Kim, Taewan Hwang, Jungho Park, Hyunseok Oh*, and Byeng D. Youn International Journal of Prognostics and Health Management , 2014-11 , SCIE (IF: 0.0, Rank: 0.0%) , Vol. 5, No. 2, pp. 1-7, 2014

Application Patent

• Domestic  "Noise Canceling Apparatus and Method for Rotating Machine System"

  Republic of Korea

  Republic of Korea

  Patent No. : 10-2023-0042645

  2023-03-31

Registration Patent

• Domestic  "Condition Monitoring Data Generating Apparatus and Method Using Generative Adversarial Network"

  Republic of Korea

  Republic of Korea

  Patent No. : 10-2365150

  2022-02-15

• Domestic  "Method for Diagnosis Bearing Fault Based on Band Optimization and Apparatus for Performing the Same"

  Republic of Korea

  Republic of Korea

  Patent No. : 10-2231315

  2021-03-18

• Domestic  "Data Standardization Method Considering Operating Condition for Diagnosis of Rotating Machinery Failure and Diagnosis Method Rotating Machinery Failure Using the Same"

  Republic of Korea

  Republic of Korea

  Patent No. : 10-2198190

  2020-12-28

International Conference

• "Fault Detection Strategy of Industrial Robot using Current Signal Time-frequency Analysis"

  Taewan Hwang, Yohan Joo, Jinshi Cui, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-10

• "Risk Prediction of Engineering Assets: An Ensemble of Part Lifespan Calculation and Usage Classification Methods"

  Hyunjae Kim, Taewan Hwang, Jungho Park, Hyunseok Oh, and Byeng D. Youn Conference : Annual Conference of the Prognostics and Health Management Society 2014 2014-10-02

• "Condition Monitoring of CNC Machining Center Performance Degradation Using a Machine Capability Index"

  Keunsu Kim, Taewan Hwang, Su J. Kim, and Byeng D. Youn Conference : 3rd International Conference on Materials and Reliability 2015-11-23

  LINK

• "Degradation Modeling of an Actual Bearing Wear Process Using Vibration Signals"

  Keunsu Kim, Taewan Hwang, Su J. Kim, Byungjoo Jeon, Byeng D. Youn Conference : The Society for Machinery Failure Prevention Technology 2017 Annual Conference 2017-05-18

• "RPM Independent Fault Diagnosis of Rolling Element Bearing"

  Su J. Kim, Keunsu Kim, Taewan Hwang, Byungjoo Jeon, Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2017 2017-07-12

• "Four-stage Degradation Physics of Rolling Element Bearings"

  Keunsu Kim, Taewan Hwang, Su J. Kim, Byungjoo Jeon, Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2017 2017-07-12

• "Feature Selection Method for Life Prediction in Multiple Degradation Unit: Generalized Rank Mutual Information"

  Taewan Hwang, Keunsu Kim, Su J. Kim, Byungjoo Jeon, Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2017 2017-07-12

Domestic Conference

• "고장 진단 및 예지를 위한 고장 프리트리거링"

  서보성, 윤병동, 하종문, 박정호, 황태완 Conference : 대한기계학회 2013년도 CAE 및 응용역학부문 춘계학술대회 2013-05-23

• "풍력발전기의 실시간 고장진단을 위한 프리트리거링"

  서보성, 윤병동,하종문,박정호,황태완 Conference : 한국풍력에너지학회 2013 춘계학술대회 2013-06-24

• "리니어 압축기의 건전성 인자 추출"

  황태완, 하종문, 정민, 윤병동 Conference : 대한기계학회 2014년도 CAE 및 응용역학부문 춘계학술대회 2014-04-30

• "리니어 압축기 고장 판별 인자 추출"

  황태완,하종문,윤병동,정민 Conference : 2014년 한국신뢰성학회 춘계학술대회 2014-05-29

• "센서링 및 고장 이력 데이타를 활용한 베어링 생존 확률 예측"

  오현석, 황태완, 윤병동 Conference : 대한기계학회 2014년도 추계학술대회 2014-11-11

• "Wind Farm Prognostics Case Study"

  황태완, 한종원, 김유성, 윤병동 Conference : PHM KOREA 2019 2019-04-11

• "Study on Standardization of PHM Terminology and Methodologies"

  윤병동, 박정호, 이준민, 황태완, 권대일 Conference : PHM KOREA 2019 2019-04-11

• "Prediction of Remaining Useful Life: Real or Dream?"

  윤병동, 정화용, 김수지, 황태완, 장범찬 Conference : PHM KOREA 2019 2019-04-11

• "A Blackbox Approach to Diagnostics of wafer Transfer Robot"

  장범찬, 송주환, 황태완, 윤병동 Conference : PHM KOREA 2019 2019-04-11

• "Vibration-based Fault Diagnostics and Prognostics of Industrial Bearings"

  서보성, 황태완, 이동규, 윤병동 Conference : PHM KOREA 2019 2019-04-12

• "고장데이터와 A/S데이터 기반 장비수준 신뢰성 예측 기술"

  윤병동, 김근수, 황태완, 김수지, 전병주 Conference : 대한기계학회 2016년도 신뢰성부문 춘계학술대회 2016-04-29

• "A/S 및 필드데이터를 활용한 공작기계 시스템 신뢰도 도출"

  김근수, 황태완, 김수지, 전병주, 윤병동 Conference : 대한기계학회 2016년도 학술대회 2016-12-15

• "PHM 기반 발전 디지털 트윈(Digital twin) 성공 사례:화력 발전과 풍력 발전을 중심으로"

  황태완, 김유성, 장범찬, 박정호, 윤병동 Conference : 한국PHM학회 2020년도 정기학술대회 2020-07-22

Awards

• 김현재, 황태완, 박정호, 오현석, 윤병동 ,"2014 PHM Society Data Challenge Competition - Winner" 2014-10-13

• 하종문, 박정호, 황태완, 윤병동 ,"2013 두산중공업 청년 Energy Tech Forum - 우수논문상" 2013-07-12