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Journal Articles

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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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