Publications

International Journal

• A Co-Training-Based Approach for Prediction of Remaining Useful Life Utilizing both Failure and Suspension Data

  Chao Hu, Byeng D. Youn*, Taejin Kim, and Pingfeng Wang Mechanical Systems and Signal Processing , 2015-10 , SCIE (IF: 7.9, Rank: 2.5%) , Vol. 62-63, pp. 75–90, 2015

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• Reliability-based Robust Design of Smart Sensing Systems for Failure Diagnostics Using Piezoelectric Materials

  Pingfeng Wang*, Zequn Wang, Byeng D. Youn, and Soobum Lee Computers & Structures , 2015-08 , SCIE (IF: 4.4, Rank: 13.0%) , Vol. 156, pp. 110-121, 2015

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• A Probabilistic Detectability Based Sensor Network Design Method for System Health Monitoring and Prognostics

  Pingfeng Wang, Byeng D. Youn*, Chao Hu, Jong M. Ha, and Byung Chul Jeon Journal of Intelligent Material Systems and Structures , 2015-06 , SCIE (IF: 2.4, Rank: 60.8%) , Vol. 26, No. 9, pp. 1079-1090, 2015

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• Prognosis-Informed Wind Farm Operation and Maintenance for Concurrent Economic and Environmental Benefits

  Pingfeng Wang*, Prasanna Tamilselvan, Janet Twomey, and Byeng D. Youn International Journal of Precision Engineering and Manufacturing , 2013-06 , SCIE (IF: 2.6, Rank: 34.7%) , Vol. 14, pp. 1049-1056, 2013

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• Copula-Based Statistical Health Grade System against Mechanical Faults of Power Transformers

  Chao Hu, Pingfeng Wang, Byeng D. Youn*, Wook-Ryun Lee, and Joung Taek Yoon IEEE Transactions on Power Delivery , 2012-10 , SCIE (IF: 3.8, Rank: 30.3%) , Vol. 27, No. 4, pp. 1809-1819, 2012

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• Ensemble of Data-Driven Prognostic Algorithms for Robust Prediction of Remaining Useful Life

  Chao Hu, ByengD. Youn*, Pingfeng Wang, and Joung Taek Yoon Reliability Engineering & System Safety , 2012-07 , SCIE (IF: 9.4, Rank: 3.3%) , Vol. 103, pp. 120-135, 2012

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• A Generic Probabilistic Framework for Structural Health Prognostics and Uncertainty Management

  Pingfeng Wang, Byeng D.Youn*, and Chao Hu Mechanical Systems and Signal Processing , 2012-04 , SCIE (IF: 7.9, Rank: 2.5%) , Vol. 28, pp. 622-637, 2012

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• Resilience-Driven System Design of Complex Engineered Systems

  Byeng D. Youn*, Chao Hu, and Pingfeng Wang Journal of Mechanical Design , 2011-10 , SCIE (IF: 2.9, Rank: 29.2%) , Vol. 133, No. 10. pp. 101011, 2011

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• A Generalized Complementary Intersection Method (CIM) for System Reliability Analysis

  Pingfeng Wang, Chao Hu, and Byeng D. Youn* Journal of Mechanical Design , 2011-07 , SCIE (IF: 2.9, Rank: 29.2%) , Vol. 133, No. 7, pp. 071003, 2011

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• Forward-Stepwise Regression Analysis for Fine Leak Batch Testing of Wafer-level Hermetic MEMS Packages

  Changsoo Jang, Byeng D. Youn, Ping F. Wang, Bongtae Han*, and Suk-Jin Ham Microelectronics Reliability , 2010-4 , SCIE (IF: 1.6, Rank: 67.8%) , Vol. 50, pp. 507-513, 2010

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• Bayesian Reliability Analysis With Evolving, Insufficient, and Subjective Data Sets

  Pingfeng Wang, Byeng D. Youn*, Zhimin Xi, and Artemis Kloess Journal of Mechanical Design , 2009-10 , SCIE (IF: 2.9, Rank: 29.2%) , Vol. 131, No. 11, pp. 111008, 2009

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• Complementary Intersection Method for System Reliability Analysis

  Byeng D. Youn* and Pingfeng Wang Journal of Mechanical Design , 2009-07 , SCIE (IF: 2.9, Rank: 29.2%) , Vol. 131, No. 4, pp. 041004, 2009

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• Eigenvector Dimension-Reduction (EDR) Method for Sensitivity-Free Probability Analysis

  Byeng D. Youn*, Zhimin Xi, and Pingfeng Wang Structural and Multidisciplinary Optimization , 2008-12 , SCIE (IF: 3.6, Rank: 17.0%) , Vol. 37, pp. 13-28, 2008

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• Bayesian reliability-based design optimization using eigenvector dimension reduction (EDR) method

  Byeng D. Youn* and Pingfeng Wang Structural and Multidisciplinary Optimization , 2008-08 , SCIE (IF: 3.6, Rank: 17.0%) , Vol. 36, pp. 107-123, 2008

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International Conference

• "An Integration of Bayesian Inference to Reliability-Based Design Optimization"

  Byeng D. Youn, Pingfeng Wang, and David A. Lamb Conference : 7th World Congress on Computational Mechanics 2006-07-16

• "Enhanced Dimension- Reduction (eDR) Method for Sensitivity- Free Uncertainty Quantification"

  Byeng D. Youn, Zhimin Xi, and Pingfeng Wang Conference : 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference 2006-09-06

• "Bayesian Reliability Based Design Optimization under Both Aleatory and Epistemic Uncertainties"

  Byeng D. Youn and Pingfeng Wang Conference : 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference 2006-09-06

• "Bayesian Reliability-Based Design Optimization Using Eigenvector Dimension Reduction (EDR) Method,"

  Pingfeng Wang, Byeng D. Youn, and Lee J. Wells Conference : 2007 Society of Automotive Engineers World Congress 2007-04-16

• "A Novel Method for System Reliability Assessment"

  Pingfeng Wang, Byeng D. Youn, and David A. Lamb Conference : 2007 Society of Automotive Engineers World Congress 2007-04-16

• "Complementary Interaction Method (CIM) for System Reliability Analysis"

  Byeng D. Youn, Pingfeng Wang, and Zhimin Xi Conference : 48th AIAA/ASME/ASCE/AHS/ASC Structures,Structural Dynamics, and Materials Conference 2007-04-23

• "A Novel System Reliability Analysis: Complementary Interaction Method (CIM)"

  Byeng D. Youn and Pingfeng Wang Conference : 7th World Congress on Structural and Multidisciplinary Optimization 2007-05-21

• "Complementary Interaction Method (CIM) for System Reliability Analysis"

  Byeng D. Youn, Pingfeng Wang, Zhimin Xi and David J. Gorsich Conference : ASME 2007 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2007-09-04

• "Bayesian Reliability Based Design Optimization Using Eigenvector Dimension Reduction (EDR) Method"

  Pingfeng Wang, Byeng D. Youn, and Lee J. Wells Conference : ASME 2007 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2007-09-04

• "Real-Time System Life and Reliability Prediction Using Design-Centered Health Prognostics"

  Byeng D. Youn and Pingfeng Wang Conference : 5th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems 2008-06

• "Bayesian Reliability Analysis with Evolving, Insufficient, and Subjective Data Sets"

  Pingfeng Wang, Byeng D. Youn, Zhimin Xi, and Artemis Kloess Conference : ASME 2008 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2008-08

• "A Generic Probabilistic Framework for Structural Health Prognostics and Uncertainty Management"

  Pingfeng Wang and Byeng D. Youn Conference : 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference 2008-09-10

• "A Generic Bayesian Framework for Decision-Centered Lifetime and Reliability Prognostics"

  Pingfeng Wang and Byeng D. Youn Conference : 2008 IEEE International Conference on Prognostics and Health Management 2008-10-05

• "A Generic Bayesian Framework for Real-Time Prognostics and Health Management (PHM)"

  Pingfeng Wang and Byeng D. Youn Conference : 50th AIAA/ASME/ASCE/AHS/ASC Structures,Structural Dynamics, and Materials Conference 2009-05-04

• "A Generalized Complementary Intersection Method (CIM) for System Reliability Analysis"

  Pingfeng Wang, Chao Hu, and Byeng D. Youn Conference : 50th AIAA/ASME/ASCE/AHS/ASC Structures,Structural Dynamics, and Materials Conference 2009-05-04

• "Efficient Bayesian Reliability Analysis and Design with a User-Defined Confidence Level"

  Pingfeng Wang and Byeng D. Youn Conference : 51th AIAA/ASME/ASCE/AHS/ASC Structures,Structural Dynamics, and Materials Conference 2010-04-12

• "Ensemble of Data-Driven Prognostic Algorithms with Weight Optimization and K-Fold Cross Validation"

  Chao Hu, Byeng D. Youn, and Pingfeng Wang Conference : ASME 2010 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2010-08-15

• "A Generic Sensor Network Design Framework Based on a Detectability Measure"

  Pingfeng Wang, Byeng D. Youn, and Chao Hu Conference : ASME 2010 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2010-08-15

• "A Probabilistic Detectability Based Structural Sensor Network Design Methodology for Prognostics and Health Management"

  Pingfeng Wang, Byeng D. Youn, and Chao Hu Conference : Annual Conference of the Prognostics and Health Management Society 2010 2010-10-14

• "Ensemble of Data-Driven Prognostic Algorithms with Weight Optimization and K-Fold Cross Validation"

  Chao Hu, Byeng D. Youn, and Pingfeng Wang Conference : Annual Conference of the Prognostics and Health Management Society 2010 2010-10-14

• "Resilience-Driven System Design of Complex Engineered Systems"

  Byeng D.Youn, Chao Hu, and Pingfeng Wang Conference : 9th World Congress on Structural and Multidisciplinary Optimization 2011-06-11

• "A General Framework of Virtual Product Testing Using Statistical Computer Model Calibration"

  Byeng D.Youn, Chao Hu, and Pingfeng Wang Conference : 9th World Congress on Structural and Multidisciplinary Optimization 2011-06-13

• "Ensemble of Data-driven Pognostic Algorithms for Robust Prediction of Remaining Useful Life"

  Chao Hu, Byeng D. Youn, and Pingfeng Wang Conference : 2011 IEEE International Conference on Prognostics and Health Management 2011-06-20

• "Resilience-Driven System Design of Complex Engineered Systems"

  Byeng D. Youn, Chao Hu, and Pingfeng Wang Conference : ASME 2011 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2011-08-28

• "Multi-Sensor Health Diagnosis Using Deep Belief Network Based State Classification"

  Prasanna Tamilselvan, Pingfeng Wang, and Byeng D. Youn Conference : ASME 2011 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2011-08-28

• "Resilience Allocation for Engineered System Design"

  Byeng D.Youn, Chao Hu, Pingfeng Wang, and Joung Taek Yoon Conference : 53rd AIAA/ASME/ASCE/AHS/ASC Structures,Structural Dynamics, and Materials Conference 2012-04-23

• "Statistical Health Grade System against Mechanical failures of Power Transformers"

  Chao Hu, Pingfeng Wang, Byeng D. Youn, Wook-Ryun Lee, and Joung Taek Yoon Conference : Annual Conference of the Prognostics and Health Management Society 2012 2012-09-23

• "A Time-dependent Framework of Resilience-Driven System Design and Its Application to Wind turbine System Design"

  Joung Taek Yoon, Byeng D. Youn, Pingfeng Wang, and Chao Hu Conference : 10th World Congress on Structural and Multidisciplinary Optimization 2013-05-23

• "A Time-dependent Resilient-driven System Design Framework"

  Joung Taek Yoon, Byeng D. Youn, Pingfeng Wang and Chao Hu Conference : 5th Asia Pacific Congress on Computational Mechanics & 4th International Symposium on Computational Mechanics 2013-12-11

Domestic Conference

• "복잡한 공학 시스템을 위한 복원가능 시스템 설계"

  윤병동, 후차오, 왕핑펭, 윤정택 Conference : 대한기계학회 2011년도 추계학술대회 2011-11-02

• "개선된 복원도 기반 설계 방법론과 풍력발전기 블레이드 설계로의 적용"

  윤정택, 윤병동, 왕핑펭, 후차오 Conference : 2013년도 추계 소음진동 학술대회 2013-10-23

Book & Chapter

• Chao Hu, Byeng D. Youn, and Pingfeng Wang, "Engineering Design under Uncertainty and Health Prognostics ", Springer, 2018-07
  
  
• Chao Hu, Pingfeng Wang, and Byeng D. Youn, "Numerical Methods for Reliability and Safety Assessment (Advances in System Reliability Analysis under Uncertainty) ", Springer, 2014-10
  

Awards

• Chao Hu, 윤병동, Pingfeng Wang, 윤정택, " ASME 2012 IDETC Design Automation Conference - Top 10 Best Papers (out of 118) ", 2012-08-12
  
  
• 윤병동, Chao Hu, Pingfeng Wang, "ASME 2011 IDETC Design Automation Conference - Top 10 Best Papers (out of 122)", 2011-08-28
  
  
• Pingfeng Wang, 윤병동, Zhimin Xi, Artemis Kloess, "ASME 2008 IDETC Design Automation Conference - Best Paper Award", 2008-08-05