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Journal Articles

Multi-Task Learning for Design Under Uncertainty With Multi-Fidelity Partially Observed Information

Yanwen Xu, Hao Wu, Zheng Liu, Pingfeng Wang, Yumeng Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081704.
Paper No: MD-23-1618
https://doi.org/10.1115/1.4064492
Published Online: March 5, 2024
View Article titled, Multi-Task Learning for Design Under Uncertainty With Multi-Fidelity Partially Observed Information
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Topics: Design, Design under uncertainty, Machine learning, Metamodeling, Optimization, Reliability, Reliability-based optimization, Uncertainty, Complex systems, Uncertainty quantification
Journal Articles

A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems

Indranil Hazra, Arko Chatterjee, Joseph Southgate, Matthew J. Weiner, Katrina M. Groth, Shapour Azarm
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051704.
Paper No: MD-23-1464
https://doi.org/10.1115/1.4063661
Published Online: November 30, 2023
View Article titled, A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems
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Topics: Emergency core cooling systems, Engines, Optimization, Reliability, Reliability-based optimization, Simulation models, Uncertainty, Unmanned surface vehicles, Bayesian network, Event history analysis
Journal Articles

A New Framework for Efficient Sequential Sampling-Based RBDO Using Space Mapping

Jeong Woo Park, Ikjin Lee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031702.
Paper No: MD-22-1354
https://doi.org/10.1115/1.4055547
Published Online: October 31, 2022
View Article titled, A New Framework for Efficient Sequential Sampling-Based RBDO Using Space Mapping
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Topics: Design, Optimization, Reliability, Reliability-based optimization, Probability, Failure
Journal Articles

A Quantile-Based SORA Method Using Maximum Entropy Method With Fractional Moments

Wanxin He, Hua Yang, Gang Zhao, Yan Zeng, Gang Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2021, 143(4): 041702.
Paper No: MD-20-1180
https://doi.org/10.1115/1.4047911
Published Online: October 12, 2020
View Article titled, A Quantile-Based SORA Method Using Maximum Entropy Method With Fractional Moments
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Topics: Design, Entropy, Laplace transforms, Optimization, Reliability, Reliability-based optimization, Event history analysis
Journal Articles

Reliability-Based Design Optimization of Complex Problems With Multiple Design Points via Narrowed Search Region

Yutian Wang, Peng Hao, Zhendong Guo, Dachuan Liu, Qiang Gao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2020, 142(6): 061702.
Paper No: MD-19-1490
https://doi.org/10.1115/1.4045420
Published Online: December 2, 2019
View Article titled, Reliability-Based Design Optimization of Complex Problems With Multiple Design Points via Narrowed Search Region
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Topics: Design, Event history analysis, Reliability-based optimization, Optimization, Algorithms, Failure, Probability, Simulation, Reliability
Journal Articles

Time-Dependent Concurrent Reliability-Based Design Optimization Integrating the Time-Variant B-Distance Index

Zhonglai Wang, Zhihua Wang, Shui Yu, Xiaowen Cheng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. September 2019, 141(9): 091403.
Paper No: MD-19-1089
https://doi.org/10.1115/1.4043735
Published Online: July 19, 2019
View Article titled, Time-Dependent Concurrent Reliability-Based Design Optimization Integrating the Time-Variant B-Distance Index
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Topics: Design, Reliability, Reliability-based optimization, Gears, Algorithms
Journal Articles

Augmented Single Loop Single Vector Algorithm Using Nonlinear Approximations of Constraints in Reliability-Based Design Optimization

Petter N. Lind, Mårten Olsson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2019, 141(10): 101403.
Paper No: MD-18-1904
https://doi.org/10.1115/1.4043679
Published Online: May 23, 2019
View Article titled, Augmented Single Loop Single Vector Algorithm Using Nonlinear Approximations of Constraints in Reliability-Based Design Optimization
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Topics: Algorithms, Approximation, Design, Reliability-based optimization, Probability, Failure
Journal Articles

System Reliability-Based Design Optimization Under Tradeoff Between Reduction of Sampling Uncertainty and Design Shift

Sangjune Bae, Nam H. Kim, Seung-gyo Jang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. April 2019, 141(4): 041403.
Paper No: MD-18-1308
https://doi.org/10.1115/1.4041859
Published Online: January 11, 2019
View Article titled, System Reliability-Based Design Optimization Under Tradeoff Between Reduction of Sampling Uncertainty and Design Shift
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Topics: Design, Failure, Probability, Uncertainty, Sensitivity analysis, Reliability-based optimization
Journal Articles

High-Dimensional Reliability-Based Design Optimization Involving Highly Nonlinear Constraints and Computationally Expensive Simulations

Meng Li, Mohammadkazem Sadoughi, Chao Hu, Zhen Hu, Amin Toghi Eshghi, Soobum Lee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. May 2019, 141(5): 051402.
Paper No: MD-18-1456
https://doi.org/10.1115/1.4041917
Published Online: January 11, 2019
View Article titled, High-Dimensional Reliability-Based Design Optimization Involving Highly Nonlinear Constraints and Computationally Expensive Simulations
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Topics: Design, Dimensions, Errors, Event history analysis, Modeling, Reliability-based optimization, Uncertainty, Reliability
Journal Articles

Reliability-Based Design Optimization on Qualitative Objective With Limited Information

Khaldon T. Meselhy, G. Gary Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. December 2018, 140(12): 121402.
Paper No: MD-17-1537
https://doi.org/10.1115/1.4041172
Published Online: September 18, 2018
View Article titled, Reliability-Based Design Optimization on Qualitative Objective With Limited Information
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Topics: Design, Reliability-based optimization, Optimization, Algorithms, Reliability
Journal Articles

An Adaptive Directional Boundary Sampling Method for Efficient Reliability-Based Design Optimization

Zeng Meng, Dequan Zhang, Zhaotao Liu, Gang Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. December 2018, 140(12): 121406.
Paper No: MD-18-1193
https://doi.org/10.1115/1.4040883
Published Online: September 18, 2018
View Article titled, An Adaptive Directional Boundary Sampling Method for Efficient Reliability-Based Design Optimization
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Topics: Design, Errors, Optimization, Pareto optimization, Reliability, Reliability-based optimization, Sampling methods, Shells, Failure
Journal Articles

Reliability-Based Design Optimization of Microstructures With Analytical Formulation

Pinar Acar
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2018, 140(11): 111402.
Paper No: MD-18-1108
https://doi.org/10.1115/1.4040881
Published Online: September 7, 2018
View Article titled, Reliability-Based Design Optimization of Microstructures With Analytical Formulation
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Topics: Design, Failure, Materials properties, Optimization, Probability, Reliability, Reliability-based optimization, Titanium, Uncertainty, Yield stress
Journal Articles

A Hybrid Loop Approach Using the Sufficient Descent Condition for Accurate, Robust, and Efficient Reliability-Based Design Optimization

Behrooz Keshtegar, Peng Hao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. December 2016, 138(12): 121401.
Paper No: MD-15-1777
https://doi.org/10.1115/1.4034173
Published Online: September 13, 2016
View Article titled, A Hybrid Loop Approach Using the Sufficient Descent Condition for Accurate, Robust, and Efficient Reliability-Based Design Optimization
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Topics: Design, Event history analysis, Reliability, Reliability-based optimization, Robustness, Optimization
Journal Articles

Reliability-Based Design Optimization Concerning Objective Variation Under Mixed Probabilistic and Interval Uncertainties

Jianhua Zhou, Min Xu, Mian Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. November 2016, 138(11): 114501.
Paper No: MD-16-1132
https://doi.org/10.1115/1.4034346
Published Online: September 12, 2016
View Article titled, Reliability-Based Design Optimization Concerning Objective Variation Under Mixed Probabilistic and Interval Uncertainties
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Topics: Optimization, Uncertainty, Reliability-based optimization
Journal Articles

Development of a Multistage Reliability-Based Design Optimization Method

Eric J. Paulson, Ryan P. Starkey
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. January 2014, 136(1): 011007.
Paper No: MD-13-1140
https://doi.org/10.1115/1.4025492
Published Online: November 7, 2013
View Article titled, Development of a Multistage Reliability-Based Design Optimization Method
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Topics: Design, Optimization, Reliability, Uncertainty, Reliability-based optimization, Algorithms
Journal Articles

Co-Evolutionary Optimization for Multi-Objective Design Under Uncertainty

Rajan Filomeno Coelho
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2013, 135(2): 021006.
Paper No: MD-12-1212
https://doi.org/10.1115/1.4023184
Published Online: January 7, 2013
View Article titled, Co-Evolutionary Optimization for Multi-Objective Design Under Uncertainty
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Topics: Design, Optimization, Probability, Reliability, Uncertainty, Trusses (Building), Pareto optimization, Reliability-based optimization, Algorithms, Design under uncertainty
Journal Articles

Efficient Global Surrogate Modeling for Reliability-Based Design Optimization

Barron J. Bichon, Michael S. Eldred, Sankaran Mahadevan, John M. McFarland
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. January 2013, 135(1): 011009.
Paper No: MD-11-1212
https://doi.org/10.1115/1.4022999
Published Online: December 12, 2012
View Article titled, Efficient Global Surrogate Modeling for Reliability-Based Design Optimization
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Topics: Design, Event history analysis, Failure, Optimization, Probability, Reliability, Reliability-based optimization
Journal Articles

A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization

Zequn Wang, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. December 2012, 134(12): 121007.
https://doi.org/10.1115/1.4007931
Published Online: November 15, 2012
View Article titled, A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization
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Topics: Design, Event history analysis, Reliability, Response surface methodology, Errors, Reliability-based optimization, Probability
Journal Articles

A Sequential Sampling Strategy to Improve Reliability-Based Design Optimization With Implicit Constraint Functions

Xiaotian Zhuang, Rong Pan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2012, 134(2): 021002.
https://doi.org/10.1115/1.4005597
Published Online: February 3, 2012
View Article titled, A Sequential Sampling Strategy to Improve Reliability-Based Design Optimization With Implicit Constraint Functions
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Topics: Computers, Cycles, Design, Event history analysis, Optimization, Reliability, Reliability-based optimization, Errors, Safety
Journal Articles

Role of Conservative Moving Least Squares Methods in Reliability Based Design Optimization: A Mathematical Foundation

Jongsoo Lee, Chang Yong Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2011, 133(12): 121005.
https://doi.org/10.1115/1.4005235
Published Online: December 9, 2011
View Article titled, Role of Conservative Moving Least Squares Methods in Reliability Based Design Optimization: A Mathematical Foundation
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Topics: Approximation, Design, Reliability, Reliability-based optimization, Optimization, Response surface methodology, Polynomials