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Journal Articles

An Improved Envelope Method for Time-Dependent Mechanism Reliability

Junfu Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2025, 147(5): 051706.
Paper No: MD-24-1105
https://doi.org/10.1115/1.4067055
Published Online: November 18, 2024
View Articletitled, An Improved Envelope Method for Time-Dependent Mechanism Reliability
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Topics: Dimensions, Errors, Failure, Probability, Reliability, Kinematics, Event history analysis
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 Articletitled, A Comparative Study Between the Generalized Polynomial Chaos Expansion- and First-Order Reliability Method-Based Formulations of Simulation-Based Control Co-Design
Open the PDF for A Comparative Study Between the Generalized Polynomial Chaos Expansion- and First-Order Reliability Method-Based Formulations of Simulation-Based Control Co-Design in another window
Topics: Design, Event history analysis, Reliability, Simulation, Polynomials, Optimization, Chaos
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 Articletitled, 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 Articletitled, A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems
Open the PDF for A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems in another window
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 Multi-Fidelity Integration Method for Reliability Analysis of Industrial Robots

Jinhui Wu, Pengpeng Tian, Shunyu Wang, Yourui Tao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2024, 146(1): 011703.
Paper No: MD-23-1221
https://doi.org/10.1115/1.4063404
Published Online: October 11, 2023
View Articletitled, A Multi-Fidelity Integration Method for Reliability Analysis of Industrial Robots
Open the PDF for A Multi-Fidelity Integration Method for Reliability Analysis of Industrial Robots in another window
Topics: Event history analysis, Robots, Servomotors
Includes: Supplementary data
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 Articletitled, 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 Articletitled, 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 Articletitled, 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 Articletitled, 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

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 Articletitled, 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 Articletitled, 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 Articletitled, 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

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 Articletitled, AK-HMC-IS: A Novel Importance Sampling Method for Efficient Reliability Analysis Based on Active Kriging and Hybrid Monte Carlo Algorithm
Open the PDF for AK-HMC-IS: A Novel Importance Sampling Method for Efficient Reliability Analysis Based on Active Kriging and Hybrid Monte Carlo Algorithm in another window
Topics: Algorithms, Event history analysis, Failure, Probability, Sampling methods, Errors, Density
Journal Articles

A Reliability-Based Formulation for Simulation-Based Control Co-Design Using Generalized Polynomial Chaos Expansion

Mohammad Behtash, Michael J. Alexander-Ramos
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051705.
Paper No: MD-21-1406
https://doi.org/10.1115/1.4052906
Published Online: December 8, 2021
View Articletitled, A Reliability-Based Formulation for Simulation-Based Control Co-Design Using Generalized Polynomial Chaos Expansion
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Topics: Design, Pendulums, Reliability, Simulation, Suspension systems, Event history analysis, Polynomials, Optimization, Uncertainty
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 Articletitled, 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

Evidence-Theory-Based Reliability Analysis Through Kriging Surrogate Model

Dequan Zhang, Yunfei Liang, Lixiong Cao, Jie Liu, Xu Han
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031701.
Paper No: MD-21-1185
https://doi.org/10.1115/1.4052303
Published Online: September 28, 2021
View Articletitled, Evidence-Theory-Based Reliability Analysis Through Kriging Surrogate Model
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Topics: Event history analysis, Reliability, Robots, Probability, Space
Journal Articles

Time-Dependent System Kinematic Reliability Analysis for Robotic Manipulators

Qiangqiang Zhao, Junkang Guo, Dingtang Zhao, Dewen Yu, Jun Hong
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2021, 143(4): 041704.
Paper No: MD-20-1555
https://doi.org/10.1115/1.4049082
Published Online: January 29, 2021
View Articletitled, Time-Dependent System Kinematic Reliability Analysis for Robotic Manipulators
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Topics: Errors, Event history analysis, Kinematics, Manipulators, Probability, Reliability, Approximation
Journal Articles

Reliability Analysis and Random Vibration of Nonlinear Systems Using the Adjoint Method and Projected Differentiation

Dimitrios Papadimitriou, Zissimos P. Mourelatos, Zhen Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 061705.
Paper No: MD-20-1288
https://doi.org/10.1115/1.4048958
Published Online: December 17, 2020
View Articletitled, Reliability Analysis and Random Vibration of Nonlinear Systems Using the Adjoint Method and Projected Differentiation
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Topics: Event history analysis, Failure, Nonlinear systems, Probability, Random vibration, Reliability, Simulation, Stochastic processes, Degrees of freedom
Journal Articles

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

Hao Wu, Zhangli Hu, Xiaoping Du
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031101.
Paper No: MD-20-1364
https://doi.org/10.1115/1.4048732
Published Online: November 13, 2020
View Articletitled, Time-Dependent System Reliability Analysis With Second-Order Reliability Method
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Topics: Event history analysis, Probability, Reliability, Failure
Journal Articles

An LSTM-Based Ensemble Learning Approach for Time-Dependent Reliability Analysis

Mingyang Li, Zequn Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031702.
Paper No: MD-20-1043
https://doi.org/10.1115/1.4048625
Published Online: November 10, 2020
View Articletitled, An LSTM-Based Ensemble Learning Approach for Time-Dependent Reliability Analysis
Open the PDF for An LSTM-Based Ensemble Learning Approach for Time-Dependent Reliability Analysis in another window
Topics: Event history analysis, Modeling, Reliability, Stochastic processes