Validation Metric for Dynamic System Responses under Uncertainty

Zhimin Xi, Hao Pan, Yan Fu, Ren Jye Yang

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

To date, model validation metric is prominently designed for non-dynamic model responses. Though metrics for dynamic responses are also available, they are specifically designed for the vehicle impact application and uncertainties are not considered in the metric. This paper proposes the validation metric for general dynamic system responses under uncertainty. The metric makes use of the popular U-pooling approach and extends it for dynamic responses. Furthermore, shape deviation metric was proposed to be included in the validation metric with the capability of considering multiple dynamic test data. One vehicle impact model is presented to demonstrate the proposed validation metric.

Original languageEnglish (US)
JournalSAE International Journal of Materials and Manufacturing
Volume8
Issue number2
DOIs
StatePublished - Apr 14 2015
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Mechanics of Materials
  • Mechanical Engineering
  • Industrial and Manufacturing Engineering

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