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Journal Articles

A Decoupling Algorithm for Efficient Estimation of Failure Probability Function Based on Statistical Moment Functions

Hengchao Li, Zhenzhou Lu, Kaixuan Feng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101706.
Paper No: MD-23-1836
https://doi.org/10.1115/1.4064812
Published Online: March 18, 2024
View Article titled, A Decoupling Algorithm for Efficient Estimation of Failure Probability Function Based on Statistical Moment Functions
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Topics: Algorithms, Failure, Probability, Design
Journal Articles

An Improved Fractional Moment Maximum Entropy Method With Polynomial Fitting

Gang Li, Yixuan Wang, Yan Zeng, Wanxin He
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061704.
Paper No: MD-23-1550
https://doi.org/10.1115/1.4064247
Published Online: December 18, 2023
View Article titled, An Improved Fractional Moment Maximum Entropy Method With Polynomial Fitting
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Topics: Fittings, Polynomials, Probability, Failure, Entropy, Density
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

Sequential Sampling-Based Asymptotic Probability Estimation of High-Dimensional Rare Events

Yanwen Xu, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 101701.
Paper No: MD-22-1783
https://doi.org/10.1115/1.4062790
Published Online: July 19, 2023
View Article titled, Sequential Sampling-Based Asymptotic Probability Estimation of High-Dimensional Rare Events
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Topics: Failure, Probability, Simulation
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

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

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

Synthetic Fault Mode Generation for Resilience Analysis and Failure Mechanism Discovery

Daniel Hulse, Lukman Irshad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031707.
Paper No: MD-22-1357
https://doi.org/10.1115/1.4056320
Published Online: December 12, 2022
View Article titled, Synthetic Fault Mode Generation for Resilience Analysis and Failure Mechanism Discovery
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Topics: Design, Failure, Failure mechanisms, Hazards, Resilience, Risk-based design, Simulation
Journal Articles

Constructing Product Usage Context Knowledge Graph Using User-Generated Content for User-Driven Customization

Xingzhi Wang, Ang Liu, Sami Kara
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041404.
Paper No: MD-22-1492
https://doi.org/10.1115/1.4056321
Published Online: December 12, 2022
View Article titled, Constructing Product Usage Context Knowledge Graph Using User-Generated Content for User-Driven Customization
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Topics: Construction, Design, Failure, Modeling, Ontologies, Vacuum, Semantics, Robots
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

Bio-Inspired Avenues for Advancing Brain Injury Prevention

Jessica Ezemba, Astrid Layton
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 121403.
Paper No: MD-22-1335
https://doi.org/10.1115/1.4055737
Published Online: October 6, 2022
View Article titled, Bio-Inspired Avenues for Advancing Brain Injury Prevention
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Topics: Biomimetics, Composite materials, Design, Energy dissipation, Failure, Fracture (Materials), Sandwich structures, Shells, Traumatic brain injury, Innovation
Journal Articles

AK-HMC-IS: A Novel Importance Sampling Method for Efficient Reliability Analysis Based on Active Kriging and Hybrid Monte Carlo Algorithm

Gang Li, Long Jiang, Bin Lu, Wanxin He
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111705.
Paper No: MD-22-1087
https://doi.org/10.1115/1.4054994
Published Online: August 8, 2022
View Article titled, AK-HMC-IS: A Novel Importance Sampling Method for Efficient Reliability Analysis Based on Active Kriging and Hybrid Monte Carlo Algorithm
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Topics: Algorithms, Event history analysis, Failure, Probability, Sampling methods, Errors, Density
Journal Articles

Estimation of Small Failure Probability Based on Adaptive Subset Simulation and Deep Neural Network

Xiang Peng, Yujie Shao, Weifei Hu, Jiquan Li, Zhenyu Liu, Shaofei Jiang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101704.
Paper No: MD-22-1030
https://doi.org/10.1115/1.4054807
Published Online: July 1, 2022
View Article titled, Estimation of Small Failure Probability Based on Adaptive Subset Simulation and Deep Neural Network
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Topics: Failure, Probability, Simulation
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

Valuation of Continuous Monitoring Systems for Engineering System Design in Recurrent Maintenance Decision Scenarios

Xinyang Liu, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091702.
Paper No: MD-21-1657
https://doi.org/10.1115/1.4054493
Published Online: June 13, 2022
View Article titled, Valuation of Continuous Monitoring Systems for Engineering System Design in Recurrent Maintenance Decision Scenarios
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Topics: Design, Maintenance, Monitoring systems, Decision making, Engineering systems and industry applications, Batteries, Failure
Journal Articles

Bioinspiration of Product Architecture: Trading-Off System Effectiveness for System Robustness

Devesh Bhasin, David Staack, Daniel A. McAdams
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081402.
Paper No: MD-22-1035
https://doi.org/10.1115/1.4054246
Published Online: May 27, 2022
View Article titled, Bioinspiration of Product Architecture: Trading-Off System Effectiveness for System Robustness
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Topics: Biomimetics, Design, Flow (Dynamics), Product architecture, Robustness, Failure, Modeling
Journal Articles

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

Jianhua Yin, Xiaoping Du
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041702.
Paper No: MD-21-1105
https://doi.org/10.1115/1.4051982
Published Online: November 11, 2021
View Article titled, High-Dimensional Reliability Method Accounting for Important and Unimportant Input Variables
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041701.
Paper No: MD-21-1346
https://doi.org/10.1115/1.4052624
Published Online: November 9, 2021
View Article titled, Recovering Missing Component Dependence for System Reliability Prediction via Synergy Between Physics and Data
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Topics: Reliability, Stress, Failure, Physics
Journal Articles

Reliability-Informed Life Cycle Warranty Cost and Life Cycle Analysis of Newly Manufactured and Remanufactured Units

Meng Li, Venkat P. Nemani, Jinqiang Liu, Michael A. Lee, Navaid Ahmed, Gül E. Kremer, Chao Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 112001.
Paper No: MD-20-1585
https://doi.org/10.1115/1.4050741
Published Online: May 19, 2021
View Article titled, Reliability-Informed Life Cycle Warranty Cost and Life Cycle Analysis of Newly Manufactured and Remanufactured Units
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Topics: Cycles, Life cycle assessment, Reliability, Energy consumption, Failure, Transportation systems, Manufacturing
Journal Articles

Quantifying the Combined Effects of Human Errors and Component Failures

Lukman Irshad, Daniel Hulse, H. Onan Demirel, Irem Y. Tumer, David C. Jensen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2021, 143(10): 101703.
Paper No: MD-20-1784
https://doi.org/10.1115/1.4050402
Published Online: May 3, 2021
View Article titled, Quantifying the Combined Effects of Human Errors and Component Failures
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Topics: Design, Errors, Failure, Probability, Risk, Risk assessment