Model Validation for Simulations of Vehicle Systems

Abstract

Outline: Classification of validation approaches, Bayesian interval hypothesis testing, Quantifying model confidence, Distribution-free approach by means of bootstrapping, Statistical power superiority, Validation benchmark problem, ARC-developed electro-thermal battery model validation, for energy & power community of interest application.

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Document Details

Document Type
Technical Report
Publication Date
Aug 16, 2012
Accession Number
ADA566158

Entities

People

  • David Lamb
  • Gregory Hulbert
  • Hao Pan
  • Matthew P. Castanier
  • Michael Kokkolaras

Organizations

  • Ford Motor Company

Tags

Communities of Interest

  • Biomedical
  • Energy and Power Technologies
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Air Force Research Laboratories
  • Bayesian Networks
  • Computational Science
  • Energy
  • Engineering
  • Governments
  • Ground Vehicles
  • Mathematical Models
  • Models
  • Probability
  • Simulations
  • Systems Engineering
  • Thermal Batteries
  • United States
  • United States Government
  • Validation
  • Vehicles

Readers

  • Computational Modeling and Simulation
  • Electrical Engineering
  • Regression Analysis.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference