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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 Comparative Study Between the Generalized Polynomial Chaos Expansion- and First-Order Reliability Method-Based Formulations of Simulation-Based Control Co-Design

Mohammad Behtash, Michael J. Alexander-Ramos
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081705.
Paper No: MD-23-1518
https://doi.org/10.1115/1.4064567
Published Online: March 5, 2024
View Article titled, A Comparative Study Between the Generalized Polynomial Chaos Expansion- and First-Order Reliability Method-Based Formulations of Simulation-Based Control Co-Design
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Topics: Design, Event history analysis, Reliability, Simulation, Polynomials, Optimization, Chaos
Journal Articles

Improved FORM and SORM Based on Improved Modified Symmetric Rank 1 Algorithm and Adaptive Kriging Model

Wenliang Fan, Cheng Liu, Zhisong Wang, Zhengliang Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101701.
Paper No: MD-23-1304
https://doi.org/10.1115/1.4064630
Published Online: March 5, 2024
View Article titled, Improved FORM and SORM Based on Improved Modified Symmetric Rank 1 Algorithm and Adaptive Kriging Model
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Topics: Algorithms, Design, Errors, Reliability
Journal Articles

Convolutional Dimension-Reduction With Knowledge Reasoning for Reliability Approximations of Structures Under High-Dimensional Spatial Uncertainties

Luojie Shi, Kai Zhou, Zequn Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2024, 146(7): 071701.
Paper No: MD-23-1478
https://doi.org/10.1115/1.4064159
Published Online: January 12, 2024
View Article titled, Convolutional Dimension-Reduction With Knowledge Reasoning for Reliability Approximations of Structures Under High-Dimensional Spatial Uncertainties
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Topics: Dimensions, Metamodeling, Reliability, Uncertainty, Uncertainty quantification, Finite element methods, Simulation, Regression models
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

Integrated Sustainable Product Design With Warranty and End-of-Use Considerations

Xinyang Liu, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051705.
Paper No: MD-23-1423
https://doi.org/10.1115/1.4063762
Published Online: November 30, 2023
View Article titled, Integrated Sustainable Product Design With Warranty and End-of-Use Considerations
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Topics: Design, Manufacturing, Product design, Reliability, Sustainability, Cycles, Optimization, Electric motors
Journal Articles

Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin

Weifei Hu, Jiquan Yan, Feng Zhao, Chen Jiang, Hongwei Liu, Hyunkyoo Cho, Ikjin Lee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091708.
Paper No: MD-23-1042
https://doi.org/10.1115/1.4062668
Published Online: July 18, 2023
View Article titled, Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin
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Topics: Digital twin, Event history analysis, Failure, Probability, Stochastic processes, Errors, Reliability
Journal Articles

Adaptive First-Crossing Approach for Life-Cycle Reliability Analysis

Shui Yu, Peng Guo, Xiao Wu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091707.
Paper No: MD-23-1074
https://doi.org/10.1115/1.4062732
Published Online: June 26, 2023
View Article titled, Adaptive First-Crossing Approach for Life-Cycle Reliability Analysis
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Topics: Cycles, Event history analysis, Reliability, Support vector machines, Alkaline fuel cells
Journal Articles

An Efficient Reliability Analysis Method Based on the Improved Radial Basis Function Neural Network

Dequan Zhang, Zida Zhao, Heng Ouyang, Zeping Wu, Xu Han
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081705.
Paper No: MD-22-1411
https://doi.org/10.1115/1.4062584
Published Online: June 15, 2023
View Article titled, An Efficient Reliability Analysis Method Based on the Improved Radial Basis Function Neural Network
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Topics: Event history analysis, Failure, Probability, Radial basis function networks, Robots, Reliability, Algorithms
Journal Articles

Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach

L. Chen, Z. Zhang, G. Yang, Q. Zhou, Y. Xia, C. Jiang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071702.
Paper No: MD-22-1753
https://doi.org/10.1115/1.4062271
Published Online: May 17, 2023
View Article titled, Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach
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Topics: Dimensions, Errors, Event history analysis, Reliability, Uncertainty, Probability, Construction
Journal Articles

Tolerancing for an Apple Pie: A Fundamental Theory of Tolerances

Joshua Roland Campbell, George A. Hazelrigg
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061401.
Paper No: MD-22-1028
https://doi.org/10.1115/1.4057040
Published Online: March 29, 2023
View Article titled, Tolerancing for an Apple Pie: A Fundamental Theory of Tolerances
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Topics: Design, Optimization, Product design, Preferences, Dimensions, Taguchi methods, Manufacturing, Temperature, Reliability, Risk
Journal Articles

An Efficient Decoupled Reliability-Based Topology Optimization Method Based on a Performance Shift Strategy

Jing Zheng, Liang Yuan, Chao Jiang, Zhe Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061705.
Paper No: MD-22-1402
https://doi.org/10.1115/1.4056999
Published Online: March 16, 2023
View Article titled, An Efficient Decoupled Reliability-Based Topology Optimization Method Based on a Performance Shift Strategy
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Topics: Design, Displacement, Event history analysis, Optimization, Reliability, Topology optimization, Topology, Algorithms, Cantilever beams, Cycles
Journal Articles

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

Hao Wu, Xiaoping Du
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031708.
Paper No: MD-22-1351
https://doi.org/10.1115/1.4056599
Published Online: January 24, 2023
View Article titled, Time- and Space-Dependent Reliability-Based Design With Envelope Method
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Topics: Design, Event history analysis, Optimization, Reliability, Risk-based design, Failure, Probability
Journal Articles

Positioning Accuracy Reliability Analysis of Industrial Robots Considering Epistemic Uncertainty and Correlation

Lixiong Cao, Jie Liu, Jinhe Zhang, Chao Jiang, Dequan Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 023303.
Paper No: MD-22-1159
https://doi.org/10.1115/1.4055926
Published Online: November 17, 2022
View Article titled, Positioning Accuracy Reliability Analysis of Industrial Robots Considering Epistemic Uncertainty and Correlation
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Topics: Event history analysis, Robots, Uncertainty, Modeling, Reliability
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

Framework for the Evolution of Heuristics in Advanced Manufacturing

Kenton B. Fillingim, Katherine Fu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011401.
Paper No: MD-21-1753
https://doi.org/10.1115/1.4055622
Published Online: October 17, 2022
View Article titled, Framework for the Evolution of Heuristics in Advanced Manufacturing
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Topics: Design, Errors, Machinery, Manufacturing, Reliability, Teams
Journal Articles

A Novel Classification Method to Random Samples for Efficient Reliability Sensitivity Analysis

Jinhui Wu, Dequan Zhang, Xu Han
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101703.
Paper No: MD-22-1038
https://doi.org/10.1115/1.4054769
Published Online: July 1, 2022
View Article titled, A Novel Classification Method to Random Samples for Efficient Reliability Sensitivity Analysis
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Topics: Failure, Reliability, Sensitivity analysis, Simulation, Probability, Robots
Includes: Supplementary data
Journal Articles

Reliability-Based Multivehicle Path Planning Under Uncertainty Using a Bio-Inspired Approach

Yixuan Liu, Chen Jiang, Xiaoge Zhang, Zissimos P. Mourelatos, Dakota Barthlow, David Gorsich, Amandeep Singh, Zhen Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091701.
Paper No: MD-21-1520
https://doi.org/10.1115/1.4053217
Published Online: June 13, 2022
View Article titled, Reliability-Based Multivehicle Path Planning Under Uncertainty Using a Bio-Inspired Approach
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Topics: Mechanical admittance, Path planning, Reliability, Uncertainty, Vehicles, Soil, Roads, Biomimetics, Algorithms, Simulation
Journal Articles

On the Ensemble of Surrogate Models by Minimum Screening Index

Shuai Zhang, Yong Pang, Pengwei Liang, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2022, 144(7): 071707.
Paper No: MD-21-1738
https://doi.org/10.1115/1.4054243
Published Online: May 27, 2022
View Article titled, On the Ensemble of Surrogate Models by Minimum Screening Index
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Topics: Design, Errors, Robustness, Weight (Mass), Reliability, Valves, Engineering systems and industry applications, Experimental design
Journal Articles

Reliability-Informed Economic and Energy Evaluation for Bi-Level Design for Remanufacturing: A Case Study of Transmission and Hydraulic Manifold

Venkat P. Nemani, Jinqiang Liu, Navaid Ahmed, Adam Cartwright, Gül E. Kremer, Chao Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 082001.
Paper No: MD-21-1742
https://doi.org/10.1115/1.4054160
Published Online: April 22, 2022
View Article titled, Reliability-Informed Economic and Energy Evaluation for Bi-Level Design for Remanufacturing: A Case Study of Transmission and Hydraulic Manifold
Open the PDF for Reliability-Informed Economic and Energy Evaluation for Bi-Level Design for Remanufacturing: A Case Study of Transmission and Hydraulic Manifold in another window
Topics: Cycles, Design, Reliability, Energy consumption, Manifolds