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Journal Articles

A New Validation Metric for Models With Correlated Responses Using Limited Experimental and Simulation Data

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Weifei Hu, Tongzhou Zhang, Zhenyu Liu, Jin Cheng, Yukun Lou, Xiaoyu Deng, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111702.
Paper No: MD-22-1115
https://doi.org/10.1115/1.4054877
Published Online: July 22, 2022
View Articletitled, A New Validation Metric for Models With Correlated Responses Using Limited Experimental and Simulation Data
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Topics: Model validation, Simulation, Uncertainty, Ultrasonic welding, Simulation models
Journal Articles

Model Validation Methods for Multiple Correlated Responses via Covariance-Overlap Based Distance

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Jiexiang Hu, Ping Jiang, Qi Zhou, Austin McKeand, Seung-Kyum Choi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2020, 142(4): 041401.
Paper No: MD-18-1923
https://doi.org/10.1115/1.4044330
Published Online: November 1, 2019
View Articletitled, Model Validation Methods for Multiple Correlated Responses via Covariance-Overlap Based Distance
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Topics: Model validation, Simulation, Simulation models, Turbine blades, Uncertainty, Statistical distributions
Journal Articles

A New Interval Area Metric for Model Validation With Limited Experimental Data

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Ning Wang, Wen Yao, Yong Zhao, Xiaoqian Chen, Xiang Zhang, Lanmin Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. June 2018, 140(6): 061403.
Paper No: MD-17-1699
https://doi.org/10.1115/1.4039689
Published Online: April 17, 2018
View Articletitled, A New Interval Area Metric for Model Validation With Limited Experimental Data
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Topics: Model validation, Uncertainty, Probability
Journal Articles

Reliability-Based Design Optimization Using Confidence-Based Model Validation for Insufficient Experimental Data

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Min-Yeong Moon, K. K. Choi, Hyunkyoo Cho, Nicholas Gaul, David Lamb, David Gorsich
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2017, 139(3): 031404.
Paper No: MD-16-1560
https://doi.org/10.1115/1.4035679
Published Online: January 27, 2017
View Articletitled, Reliability-Based Design Optimization Using Confidence-Based Model Validation for Insufficient Experimental Data
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Topics: Design, Model validation, Probability, Failure, Simulation models
Journal Articles

Validating Dynamic Engineering Models Under Uncertainty

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Zequn Wang, Yan Fu, Ren-Jye Yang, Saeed Barbat, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2016, 138(11): 111402.
Paper No: MD-16-1128
https://doi.org/10.1115/1.4034089
Published Online: September 12, 2016
View Articletitled, Validating Dynamic Engineering Models Under Uncertainty
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Topics: Dynamic systems, Model validation, Signals, Simulation, Time series, Uncertainty, Dynamic models, Density, Data fusion, Engineering models
Journal Articles

Bayesian Based Multivariate Model Validation Method Under Uncertainty for Dynamic Systems

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Zhenfei Zhan, Yan Fu, Ren-Jye Yang, Yinghong Peng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. March 2012, 134(3): 034502.
https://doi.org/10.1115/1.4005863
Published Online: February 29, 2012
View Articletitled, Bayesian Based Multivariate Model Validation Method Under Uncertainty for Dynamic Systems
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Topics: Computer-aided engineering, Dynamic systems, Model validation, Testing, Uncertainty, Dimensions, Uncertainty quantification
Journal Articles

Toward a Better Understanding of Model Validation Metrics

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Yu Liu, Wei Chen, Paul Arendt, Hong-Zhong Huang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2011, 133(7): 071005.
https://doi.org/10.1115/1.4004223
Published Online: July 8, 2011
View Articletitled, Toward a Better Understanding of Model Validation Metrics
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Topics: Errors, Model validation, Testing, Uncertainty
Journal Articles

An Enhanced Bayesian Based Model Validation Method for Dynamic Systems

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Zhenfei Zhan, Yan Fu, Ren-Jye Yang, Yinghong Peng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2011, 133(4): 041005.
https://doi.org/10.1115/1.4003820
Published Online: May 9, 2011
View Articletitled, An Enhanced Bayesian Based Model Validation Method for Dynamic Systems
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Topics: Computer-aided engineering, Dynamic systems, Model validation, Principal component analysis, Testing, Dimensions, Phase shift
Journal Articles

Static and Dynamic Tooth Loading in Spur and Helical Geared Systems-Experiments and Model Validation

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S. Baud, P. Velex, Mem. ASME
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. June 2002, 124(2): 334–346.
https://doi.org/10.1115/1.1462044
Published Online: May 16, 2002
View Articletitled, Static and Dynamic Tooth Loading in Spur and Helical Geared Systems-Experiments and Model Validation
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Topics: Bearings, Errors, Finite element analysis, Gears, Helical gears, Rotors, Spur gears, Stiffness, Stress, Model validation
Journal Articles

Experimental Model Validation for a Flexible Robot With a Prismatic Joint

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Ye-Chen Pan, A. Galip Ulsoy, R. A. Scott
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 1990, 112(3): 315–323.
https://doi.org/10.1115/1.2912610
Published Online: September 1, 1990
View Articletitled, Experimental Model Validation for a Flexible Robot With a Prismatic Joint
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Topics: Model validation, Robots, Dynamic models, Computer simulation, Control equipment, Flexible manipulators