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Journal Articles

Time- and Space-Dependent Reliability-Based Design With Envelope Method

Hao Wu, Xiaoping Du

J. Mech. Des. March 2023, 145(3): 031708.

Paper No: MD-22-1351

DOI: https://doi.org/10.1115/1.4056599

Published Online: January 24, 2023

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Topics: Design, Event history analysis, Optimization, Reliability, Risk-based design, Failure, Probability

Proceedings Papers

Envelope Method for Time- and Space-Dependent Reliability-Based Design

Hao Wu, Xiaoping Du

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A002, August 14–17, 2022

Paper No: DETC2022-89492

DOI: https://doi.org/10.1115/DETC2022-89492

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Topics: Design, Reliability, Uncertainty

Proceedings Papers

Uncertainty Quantification of Physics-Based Label-Free Deep Learning and Probabilistic Prediction of Extreme Events

Huiru Li, Jianhua Yin, Xiaoping Du

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A001, August 14–17, 2022

Paper No: DETC2022-88277

DOI: https://doi.org/10.1115/DETC2022-88277

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Topics: Physics, Reliability, Uncertainty, Uncertainty quantification, Artificial neural networks, Errors, Machine learning, Design, Linkages, Regression models

Proceedings Papers

Teaching Machine Learning for Analysis and Design to Mechanical Engineering Students

Xiaoping Du, Jianhua Yin

Proc. ASME. IDETC-CIE2022, Volume 4: 19th International Conference on Design Education (DEC), V004T04A007, August 14–17, 2022

Paper No: DETC2022-87482

DOI: https://doi.org/10.1115/DETC2022-87482

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Topics: Design, Machine learning, Mechanical engineering, Students, Teaching, Education, Machining

Journal Articles

Envelope Method for Time- and Space-Dependent Reliability Prediction

Hao Wu, Xiaoping Du

ASME J. Risk Uncertainty Part B. December 2022, 8(4): 041201.

Paper No: RISK-21-1071

DOI: https://doi.org/10.1115/1.4054171

Published Online: April 28, 2022

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Topics: Failure, Probability, Reliability, Approximation

Proceedings Papers

High-Dimensional Reliability Method Accounting for Important and Unimportant Input Variables

Jianhua Yin, Xiaoping Du

Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A012, August 17–19, 2021

Paper No: DETC2021-70067

DOI: https://doi.org/10.1115/DETC2021-70067

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Topics: Accounting, Dimensions, Event history analysis, Reliability

Proceedings Papers

A Bayesian Approach to Recovering Missing Component Dependence for System Reliability Prediction via Synergy Between Physics and Data

Huiru Li, Xiaoping Du

Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A009, August 17–19, 2021

Paper No: DETC2021-67958

DOI: https://doi.org/10.1115/DETC2021-67958

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Topics: Physics, Reliability

Journal Articles

High-Dimensional Reliability Method Accounting for Important and Unimportant Input Variables

Jianhua Yin, Xiaoping Du

J. Mech. Des. April 2022, 144(4): 041702.

Paper No: MD-21-1105

DOI: https://doi.org/10.1115/1.4051982

Published Online: November 11, 2021

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Topics: Dimensions, Event history analysis, Reliability, Failure, Probability

Includes: Supplementary data

Journal Articles

Recovering Missing Component Dependence for System Reliability Prediction via Synergy Between Physics and Data

Huiru Li, Xiaoping Du

J. Mech. Des. April 2022, 144(4): 041701.

Paper No: MD-21-1346

DOI: https://doi.org/10.1115/1.4052624

Published Online: November 9, 2021

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Topics: Reliability, Stress, Failure, Physics

Journal Articles

Probabilistic Feasibility Design of a Laser Powder Bed Fusion Process Using Integrated First-Order Reliability and Monte Carlo Methods

Lingbin Meng, Xiaoping Du, Brandon McWilliams, Jing Zhang

J. Manuf. Sci. Eng. September 2021, 143(9): 091004.

Paper No: MANU-20-1170

DOI: https://doi.org/10.1115/1.4050544

Published Online: March 29, 2021

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Topics: Design, Reliability, Lasers, Simulation

Journal Articles

A Safety Factor Method for Reliability-Based Component Design

Jianhua Yin, Xiaoping Du

J. Mech. Des. September 2021, 143(9): 091705.

Paper No: MD-20-1572

DOI: https://doi.org/10.1115/1.4049881

Published Online: March 19, 2021

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Topics: Design, Reliability, Safety

Journal Articles

Adaptive Kriging Method for Uncertainty Quantification of the Photoelectron Sheath and Dust Levitation on the Lunar Surface

Xinpeng Wei, Jianxun Zhao, Xiaoming He, Zhen Hu, Xiaoping Du, Daoru Han

J. Verif. Valid. Uncert. March 2021, 6(1): 011006.

Paper No: VVUQ-20-1029

DOI: https://doi.org/10.1115/1.4050073

Published Online: March 9, 2021

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Topics: Dust, Levitation, Photoelectrons, Uncertainty quantification, Errors, Electric potential

Journal Articles

Physics-Based Gaussian Process Method for Predicting Average Product Lifetime in Design Stage

Xinpeng Wei, Daoru Han, Xiaoping Du

J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041006.

Paper No: JCISE-20-1217

DOI: https://doi.org/10.1115/1.4049509

Published Online: February 11, 2021

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Topics: Design, Failure, Physics, Reliability, Stochastic processes, Event history analysis, Statistics, Testing, Errors, Experimental design

Proceedings Papers

Towards a Better Understanding of Modeling Feasibility Robustness in Engineering Design

Xiaoping Du, Wei Chen

Proc. ASME. DETC99, Volume 1: 25th Design Automation Conference, 1289-1300, September 12–16, 1999

Paper No: DETC99/DAC-8565

DOI: https://doi.org/10.1115/DETC99/DAC-8565

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Topics: Engineering design, Modeling, Robustness, Design, Optimization, Probability, Statistical analysis, Corners (Structural elements), Evaluation methods, Event history analysis

Proceedings Papers

A Most Probable Point Based Method for Uncertainty Analysis

Xiaoping Du, Wei Chen

Proc. ASME. IDETC-CIE2000, Volume 2: 26th Design Automation Conference, 429-438, September 10–13, 2000

Paper No: DETC2000/DAC-14263

DOI: https://doi.org/10.1115/DETC2000/DAC-14263

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Topics: Uncertainty analysis, Uncertainty, Algorithms, Complex systems, Cycles, Design, Engine design, Probability, Risk

Journal Articles

Time-Dependent System Reliability Analysis With Second-Order Reliability Method

Hao Wu, Zhangli Hu, Xiaoping Du

J. Mech. Des. March 2021, 143(3): 031101.

Paper No: MD-20-1364

DOI: https://doi.org/10.1115/1.4048732

Published Online: November 13, 2020

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Topics: Event history analysis, Probability, Reliability, Failure

Proceedings Papers

The Use of Metamodeling Techniques for Optimization Under Uncertainty

Ruichen Jin, Xiaoping Du, Wei Chen

Proc. ASME. IDETC-CIE2001, Volume 2A: 27th Design Automation Conference, 297-306, September 9–12, 2001

Paper No: DETC2001/DAC-21039

DOI: https://doi.org/10.1115/DETC2001/DAC-21039

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Topics: Optimization, Uncertainty

Proceedings Papers

A Practical Safety Factor Method for Reliability-Based Component Design

Jianhua Yin, Xiaoping Du

Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A037, August 17–19, 2020

Paper No: DETC2020-22030

DOI: https://doi.org/10.1115/DETC2020-22030

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Topics: Design, Reliability, Safety

Proceedings Papers

Predicting Average Product Lifetime Using Physics-Based Gaussian Process Method in Early Design Stage

Xinpeng Wei, Daoru Han, Xiaoping Du

Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A043, August 17–19, 2020

Paper No: DETC2020-22199

DOI: https://doi.org/10.1115/DETC2020-22199

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Topics: Design, Physics, Testing, Failure, Product reliability, Reliability, Statistics

Proceedings Papers

Time-Dependent System Reliability Analysis With Second Order Reliability Method

Hao Wu, Xiaoping Du

Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A045, August 17–19, 2020

Paper No: DETC2020-22214

DOI: https://doi.org/10.1115/DETC2020-22214

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Topics: Approximation, Event history analysis, Reliability

Journal citation

NARROW

Supplemental Material

Time- and Space-Dependent Reliability-Based Design With Envelope Method

Envelope Method for Time- and Space-Dependent Reliability-Based Design

Uncertainty Quantification of Physics-Based Label-Free Deep Learning and Probabilistic Prediction of Extreme Events

Teaching Machine Learning for Analysis and Design to Mechanical Engineering Students

Envelope Method for Time- and Space-Dependent Reliability Prediction

High-Dimensional Reliability Method Accounting for Important and Unimportant Input Variables

A Bayesian Approach to Recovering Missing Component Dependence for System Reliability Prediction via Synergy Between Physics and Data

High-Dimensional Reliability Method Accounting for Important and Unimportant Input Variables

Recovering Missing Component Dependence for System Reliability Prediction via Synergy Between Physics and Data

Probabilistic Feasibility Design of a Laser Powder Bed Fusion Process Using Integrated First-Order Reliability and Monte Carlo Methods

A Safety Factor Method for Reliability-Based Component Design

Adaptive Kriging Method for Uncertainty Quantification of the Photoelectron Sheath and Dust Levitation on the Lunar Surface

Physics-Based Gaussian Process Method for Predicting Average Product Lifetime in Design Stage

Towards a Better Understanding of Modeling Feasibility Robustness in Engineering Design

A Most Probable Point Based Method for Uncertainty Analysis

Time-Dependent System Reliability Analysis With Second-Order Reliability Method

The Use of Metamodeling Techniques for Optimization Under Uncertainty

A Practical Safety Factor Method for Reliability-Based Component Design

Predicting Average Product Lifetime Using Physics-Based Gaussian Process Method in Early Design Stage

Time-Dependent System Reliability Analysis With Second Order Reliability Method

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