skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Validating Dynamic Engineering Models Under Uncertainty

Journal Article · · Journal of Mechanical Design
DOI:https://doi.org/10.1115/1.4034089· OSTI ID:1536783
 [1];  [2];  [3];  [4];  [5]
  1. Department of Mechanical Engineering,Northwestern University,Evanston, IL 60208e-mail: zequn.wang@northwestern.edu
  2. Research and Advanced Engineering,Ford Motor Company,Dearborn, MI 48121e-mail: yfu4@ford.com
  3. Research and Advanced Engineering,Ford Motor Company,Dearborn, MI 48121e-mail: ryang@ford.com
  4. Research and Advanced Engineering,Ford Motor Company,Dearborn, MI 48121e-mail: sbarbat@ford.com
  5. ProfessorDepartment of Mechanical Engineering,Northwestern University,Evanston, IL 60208e-mail: weichen@northwestern.edu

Not provided.

Research Organization:
Ford Motor Company, Detroit, MI (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE)
DOE Contract Number:
EE0006867
OSTI ID:
1536783
Journal Information:
Journal of Mechanical Design, Vol. 138, Issue 11; ISSN 1050-0472
Publisher:
ASME
Country of Publication:
United States
Language:
English

References (20)

Model Validation via Uncertainty Propagation and Data Transformations journal July 2004
Validation of reliability computational models using Bayes networks journal February 2005
Toward a Better Understanding of Model Validation Metrics journal July 2011
Verification, validation, and predictive capability in computational engineering and physics journal September 2004
Bayesian calibration of computer models journal August 2001
Statistical validation journal July 1993
Bayes Factors journal June 1995
Measures of agreement between computation and experiment: Validation metrics journal September 2006
Computational methods for model reliability assessment journal August 2008
Validation and error estimation of computational models journal October 2006
Model validation and predictive capability for the thermal challenge problem journal May 2008
Validation of imprecise probability models journal January 2009
Comparing Time Histories for Validation of Simulation Models: Error Measures and Metrics journal October 2010
Bayesian wavelet method for multivariate model assessment of dynamic systems journal May 2008
Wavelet spectrum analysis approach to model validation of dynamic systems journal February 2011
An Enhanced Bayesian Based Model Validation Method for Dynamic Systems journal April 2011
Validation Metric for Dynamic System Responses under Uncertainty journal January 2015
Convergence study of the truncated Karhunen–Loeve expansion for simulation of stochastic processes journal November 2001
Simulation of second-order processes using Karhunen–Loeve expansion journal May 2002
Simulation of strongly non-Gaussian processes using Karhunen–Loeve expansion journal April 2005

Similar Records

rigorous model validation and engineering design under uncertainty
Conference · Mon Dec 16 00:00:00 EST 2019 · OSTI ID:1536783

A paradigm of model validation and validated models for best-estimate-plus-uncertainty predicitons in systems engineering.
Conference · Thu Feb 01 00:00:00 EST 2007 · OSTI ID:1536783

Characterization and Modeling of Polymeric Foam Under Multi-Axial Static and Dynamic Loading
Journal Article · Sat Sep 17 00:00:00 EDT 2016 · Conference Proceedings of the Society for Experimental Mechanics Series · OSTI ID:1536783

Related Subjects