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Journal Articles

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

Accepted Manuscript
Weifei Hu, Jiquan Yan, Feng Zhao, Chen Jiang, Hongwei Liu, Hyunkyoo Cho, Ikjin Lee
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1042
DOI: https://doi.org/10.1115/1.4062668
Published Online: June 2, 2023
View Article titled, Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin
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Topics: Digital twin, Event history analysis, Reliability, Experimental design, Stochastic processes, Boring machines, Computer simulation, Design, Engineering systems and industry applications, Engineers
Journal Articles

An efficient reliability analysis method based on the improved radial basis function neural network

Accepted Manuscript
Dequan Zhang, Zida Zhao, Heng Ouyang, Zeping Wu, Xu Han
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1411
DOI: https://doi.org/10.1115/1.4062584
Published Online: May 22, 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, Radial basis function networks, Reliability, Algorithms, Artificial neural networks, Design, Design under uncertainty, Particle swarm optimization, Robots, Shapes
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
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071702.
Paper No: MD-22-1753
DOI: 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

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
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061705.
Paper No: MD-22-1402
DOI: 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
Article Type: Research Papers
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
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
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 023303.
Paper No: MD-22-1159
DOI: 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

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
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111705.
Paper No: MD-22-1087
DOI: 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

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
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051705.
Paper No: MD-21-1406
DOI: https://doi.org/10.1115/1.4052906
Published Online: December 8, 2021
View Article titled, 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
Article Type: Research Papers
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
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

Evidence-Theory-Based Reliability Analysis Through Kriging Surrogate Model

Dequan Zhang, Yunfei Liang, Lixiong Cao, Jie Liu, Xu Han
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031701.
Paper No: MD-21-1185
DOI: https://doi.org/10.1115/1.4052303
Published Online: September 28, 2021
View Article titled, 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
Article Type: Research Papers
J. Mech. Des. April 2021, 143(4): 041704.
Paper No: MD-20-1555
DOI: https://doi.org/10.1115/1.4049082
Published Online: January 29, 2021
View Article titled, 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
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 061705.
Paper No: MD-20-1288
DOI: https://doi.org/10.1115/1.4048958
Published Online: December 17, 2020
View Article titled, 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
Article Type: Research Papers
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
View Article titled, 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
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031702.
Paper No: MD-20-1043
DOI: https://doi.org/10.1115/1.4048625
Published Online: November 10, 2020
View Article titled, An LSTM-Based Ensemble Learning Approach for Time-Dependent Reliability Analysis
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Topics: Event history analysis, Modeling, Reliability, Stochastic processes
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
Article Type: Research Papers
J. Mech. Des. April 2021, 143(4): 041702.
Paper No: MD-20-1180
DOI: 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

Simulation-Based Mission Mobility Reliability Analysis of Off-Road Ground Vehicles

Yixuan Liu, Chen Jiang, Zissimos P. Mourelatos, David Gorsich, Paramsothy Jayakumar, Yan Fu, Monica Majcher, Zhen Hu
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031701.
Paper No: MD-20-1154
DOI: https://doi.org/10.1115/1.4048314
Published Online: October 9, 2020
View Article titled, Simulation-Based Mission Mobility Reliability Analysis of Off-Road Ground Vehicles
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Topics: Mechanical admittance, Vehicles, Simulation, Soil, Roads, Reliability, Event history analysis, Uncertainty, Modeling
Journal Articles

Positioning Accuracy Reliability of Industrial Robots Through Probability and Evidence Theories

Dequan Zhang, Zhouyuan Peng, Guosong Ning, Xu Han
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. January 2021, 143(1): 011704.
Paper No: MD-19-1639
DOI: https://doi.org/10.1115/1.4047436
Published Online: July 27, 2020
View Article titled, Positioning Accuracy Reliability of Industrial Robots Through Probability and Evidence Theories
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Topics: Probability, Reliability, Robots, Kinematics, Event history analysis
Journal Articles

Estimating Effect of Additional Sample on Uncertainty Reduction in Reliability Analysis Using Gaussian Process

Sangjune Bae, Chanyoung Park, Nam H. Kim
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. November 2020, 142(11): 111706.
Paper No: MD-19-1811
DOI: https://doi.org/10.1115/1.4047002
Published Online: June 16, 2020
View Article titled, Estimating Effect of Additional Sample on Uncertainty Reduction in Reliability Analysis Using Gaussian Process
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Topics: Event history analysis, Failure, Probability, Reliability, Uncertainty, Batteries
Journal Articles

System Reliability Analysis With Autocorrelated Kriging Predictions

Hao Wu, Zhifu Zhu, Xiaoping Du
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. October 2020, 142(10): 101702.
Paper No: MD-18-1919
DOI: https://doi.org/10.1115/1.4046648
Published Online: May 12, 2020
View Article titled, System Reliability Analysis With Autocorrelated Kriging Predictions
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Topics: Event history analysis, Probability, Reliability, Errors
Journal Articles

A Novel Approach to Kinematic Reliability Analysis for Planar Parallel Manipulators

Qiangqiang Zhao, Junkang Guo, Dingtang Zhao, Dewen Yu, Jun Hong
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2020, 142(8): 081706.
Paper No: MD-19-1660
DOI: https://doi.org/10.1115/1.4046075
Published Online: March 4, 2020
View Article titled, A Novel Approach to Kinematic Reliability Analysis for Planar Parallel Manipulators
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Topics: Errors, Event history analysis, Kinematics, Manipulators, Reliability, Probability