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Byeng D. Youn
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Proceedings Papers

Hybrid Analysis Method for Reliability-Based Design Optimization

Kyung K. Choi, Byeng D. Youn
Proc. ASME. IDETC-CIE2001, Volume 2A: 27th Design Automation Conference, 339-348, September 9–12, 2001
Publisher: American Society of Mechanical Engineers
Paper No: DETC2001/DAC-21044
https://doi.org/10.1115/DETC2001/DAC-21044
View Paper titled, Hybrid Analysis Method for Reliability-Based Design Optimization
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Topics: Reliability-based optimization, Failure mechanisms, Reliability
Proceedings Papers

Statistical Health Diagnostics for Water-Cooled Power Generator Stator Winding Against Water Absorption

Kyung Min Park, Byeng D. Youn, Joung Taek Yoon, Hee Soo Kim, Beom Chan Jang
Proc. ASME. IDETC-CIE2014, Volume 2A: 40th Design Automation Conference, V02AT03A043, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-34837
https://doi.org/10.1115/DETC2014-34837
View Paper titled, Statistical Health Diagnostics for Water-Cooled Power Generator Stator Winding Against Water Absorption
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Topics: Generators, Stators, Water, Water absorption, Winding (process), Maintenance, Capacitance, Failure, Service life (Equipment), Statistical analysis
Proceedings Papers

Design of Smart Sensing Functions Using Piezoelectric Materials for Failure Diagnostics

Pingfeng Wang, Zequn Wang, Byeng D. Youn, Soobum Lee
Proc. ASME. IDETC-CIE2014, Volume 2A: 40th Design Automation Conference, V02AT03A038, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-34550
https://doi.org/10.1115/DETC2014-34550
View Paper titled, Design of Smart Sensing Functions Using Piezoelectric Materials for Failure Diagnostics
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Topics: Design, Failure, Piezoelectric materials, Uncertainty, Multifunctional materials, Reliability, Robustness
Proceedings Papers

Analysis of Electromechanical Performance of Energy Harvesting Skin Based on the Kirchhoff Plate Theory

Heonjun Yoon, Byeng D. Youn, Heung S. Kim
Proc. ASME. IDETC-CIE2014, Volume 8: 26th Conference on Mechanical Vibration and Noise, V008T11A096, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-35433
https://doi.org/10.1115/DETC2014-35433
View Paper titled, Analysis of Electromechanical Performance of Energy Harvesting Skin Based on the Kirchhoff Plate Theory
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Topics: Energy harvesting, Plate theory, Skin, Circuits, Design, Differential equations, Finite element analysis, Electromechanical effects, Gauss's law, Hamilton's principle
Proceedings Papers

Concurrent Design of Functional Reliability and Failure Prognosis for Engineered Resilience

Pingfeng Wang, Byeng D. Youn, Chao Hu
Proc. ASME. IDETC-CIE2013, Volume 3A: 39th Design Automation Conference, V03AT03A036, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-12593
https://doi.org/10.1115/DETC2013-12593
View Paper titled, Concurrent Design of Functional Reliability and Failure Prognosis for Engineered Resilience
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Topics: Design, Failure, Reliability, Resilience, Cycles, Transfer functions, Engineering design, Failure analysis, System failures
Proceedings Papers

Online-Applicable Temperature Prediction Model for EV Battery Pack Thermal Management

Tae Jin Kim, Byeng D. Youn, Hyun Jae Kim
Proc. ASME. IDETC-CIE2013, Volume 8: 22nd Reliability, Stress Analysis, and Failure Prevention Conference; 25th Conference on Mechanical Vibration and Noise, V008T12A008, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13549
https://doi.org/10.1115/DETC2013-13549
View Paper titled, Online-Applicable Temperature Prediction Model for EV Battery Pack Thermal Management
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Topics: Batteries, Temperature, Thermal management, Sensors, Artificial neural networks, Temperature controls, Electric vehicles, Failure, Lithium, Maintenance
Proceedings Papers

Piezoelectric Energy Harvesting Analysis Under Non-Stationary Random Vibrations

Heonjun Yoon, Byeng D. Youn, Chulmin Cho
Proc. ASME. IDETC-CIE2013, Volume 8: 22nd Reliability, Stress Analysis, and Failure Prevention Conference; 25th Conference on Mechanical Vibration and Noise, V008T13A094, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13547
https://doi.org/10.1115/DETC2013-13547
View Paper titled, Piezoelectric Energy Harvesting Analysis Under Non-Stationary Random Vibrations
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Topics: Energy harvesting, Random vibration, Electricity (Physics), Vibration, Energy resources, Signals, Chaos, Design, Electric potential, Excitation
Proceedings Papers

An Ensemble Approach for Robust Data-Driven Prognostics

Chao Hu, Byeng D. Youn, Pingfeng Wang, Joung Taek Yoon
Proc. ASME. IDETC-CIE2012, Volume 3: 38th Design Automation Conference, Parts A and B, 333-347, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-70529
https://doi.org/10.1115/DETC2012-70529
View Paper titled, An Ensemble Approach for Robust Data-Driven Prognostics
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Topics: Algorithms, Errors, Failure, Nuclear power stations, Optimization, Robustness, Service life (Equipment), Testing
Proceedings Papers

A Virtual Testing Framework for Engineering Product Development

Byung C. Jung, Byeng D. Youn, Ji Sun Kim
Proc. ASME. IDETC-CIE2012, Volume 3: 38th Design Automation Conference, Parts A and B, 1179-1186, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-70530
https://doi.org/10.1115/DETC2012-70530
View Paper titled, A Virtual Testing Framework for Engineering Product Development
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Topics: Product development, Testing, Calibration, Design, Decision making, Tire tread, Uncertainty
Proceedings Papers

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

Prasanna Tamilselvan, Pingfeng Wang, Byeng D. Youn
Proc. ASME. IDETC-CIE2011, Volume 4: 8th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, Parts A and B, 749-758, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-48352
https://doi.org/10.1115/DETC2011-48352
View Paper titled, Multi-Sensor Health Diagnosis Using Deep Belief Network Based State Classification
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Topics: Sensors, Testing, Machine learning, Machinery, Maintenance, Reliability, Safety
Proceedings Papers

Semi-Supervised Learning With Co-Training for Data-Driven Prognostics

Chao Hu, Byeng D. Youn, Taejin Kim
Proc. ASME. IDETC-CIE2011, Volume 2: 31st Computers and Information in Engineering Conference, Parts A and B, 1297-1306, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-48302
https://doi.org/10.1115/DETC2011-48302
View Paper titled, Semi-Supervised Learning With Co-Training for Data-Driven Prognostics
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Topics: Algorithms, Errors, Failure, Failure data, Service life (Equipment), System failures
Proceedings Papers

Random Field Characterization With Insufficient Data Sets for Probability Analysis and Design

Zhimin Xi, Byung C. Jung, Byeng D. Youn
Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 133-144, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-48319
https://doi.org/10.1115/DETC2011-48319
View Paper titled, Random Field Characterization With Insufficient Data Sets for Probability Analysis and Design
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Topics: Design, Probability
Proceedings Papers

Resilience-Driven System Design of Complex Engineered Systems

Byeng D. Youn, Chao Hu, Pingfeng Wang
Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 1179-1188, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-48314
https://doi.org/10.1115/DETC2011-48314
View Paper titled, Resilience-Driven System Design of Complex Engineered Systems
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Topics: Design, Resilience, Reliability, Actuators, Redundancy (Engineering), Aircraft, Life cycle costing, Maintenance, Reliability-based optimization
Proceedings Papers

An Asymmetric Dimension-Adaptive Tensor-Product Method for Reliability Analysis

Chao Hu, Byeng D. Youn
Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 155-164, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-48850
https://doi.org/10.1115/DETC2011-48850
View Paper titled, An Asymmetric Dimension-Adaptive Tensor-Product Method for Reliability Analysis
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Topics: Dimensions, Event history analysis, Tensors, Interpolation, Errors, Splines
Journal Articles

Resilience-Driven System Design of Complex Engineered Systems

Byeng D. Youn, Chao Hu, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2011, 133(10): 101011.
https://doi.org/10.1115/1.4004981
Published Online: October 25, 2011
View Article titled, Resilience-Driven System Design of Complex Engineered Systems
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Topics: Design, Reliability, Resilience, Actuators
Journal Articles

A Generalized Complementary Intersection Method (GCIM) for System Reliability Analysis

Pingfeng Wang, Chao Hu, Byeng D. Youn
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2011, 133(7): 071003.
https://doi.org/10.1115/1.4004198
Published Online: July 8, 2011
View Article titled, A Generalized Complementary Intersection Method (GCIM) for System Reliability Analysis
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Topics: Event history analysis, Reliability, Probability, Computer-integrated manufacturing
Proceedings Papers

A Generic Sensor Network Design Framework Based on a Detectability Measure

Pingfeng Wang, Byeng D. Youn, Chao Hu
Proc. ASME. IDETC-CIE2010, Volume 3: 30th Computers and Information in Engineering Conference, Parts A and B, 1013-1022, August 15–18, 2010
Publisher: American Society of Mechanical Engineers
Paper No: DETC2010-29181
https://doi.org/10.1115/DETC2010-29181
View Paper titled, A Generic Sensor Network Design Framework Based on a Detectability Measure
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Topics: Design, Sensor networks, Damage, Accounting, Design methodology, Engineering simulation, Gases, Genetic algorithms, Materials properties, Nonlinear programming
Proceedings Papers

Ensemble of Data-Driven Prognostic Algorithms With Weight Optimization and K-Fold Cross Validation

Chao Hu, Byeng D. Youn, Pingfeng Wang
Proc. ASME. IDETC-CIE2010, Volume 3: 30th Computers and Information in Engineering Conference, Parts A and B, 1023-1032, August 15–18, 2010
Publisher: American Society of Mechanical Engineers
Paper No: DETC2010-29182
https://doi.org/10.1115/DETC2010-29182
View Paper titled, Ensemble of Data-Driven Prognostic Algorithms With Weight Optimization and K-Fold Cross Validation
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Topics: Algorithms, Optimization, Weight (Mass), Testing, Errors
Proceedings Papers

Designing Energy Harvesting Skin Structure Utilizing Outdoor Unit Vibration

Soobum Lee, Byeng D. Youn, Matthieu Giraud
Proc. ASME. IDETC-CIE2010, Volume 4: 12th International Conference on Advanced Vehicle and Tire Technologies; 4th International Conference on Micro- and Nanosystems, 713-723, August 15–18, 2010
Publisher: American Society of Mechanical Engineers
Paper No: DETC2010-29180
https://doi.org/10.1115/DETC2010-29180
View Paper titled, Designing Energy Harvesting Skin Structure Utilizing Outdoor Unit Vibration
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Topics: Design, Energy harvesting, Skin, Vibration, Design methodology, Aircraft, Cantilevers, Construction, Energy dissipation, Optimization
Proceedings Papers

Effective Random Field Characterization Considering Statistical Dependence for Probability Analysis and Design

Zhimin Xi, Byeng D. Youn, Chao Hu
Proc. ASME. IDETC-CIE2010, Volume 1: 36th Design Automation Conference, Parts A and B, 1133-1148, August 15–18, 2010
Publisher: American Society of Mechanical Engineers
Paper No: DETC2010-29183
https://doi.org/10.1115/DETC2010-29183
View Paper titled, Effective Random Field Characterization Considering Statistical Dependence for Probability Analysis and Design
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Topics: Design, Dimensions, Eigenvalues, Principal component analysis, Probability