Publication detail

Dynamic damage identification based on artificial neural networks, SARA - Part IV.

LEHKÝ, D. FRANTÍK, P. NOVÁK, D. STRAUSS, A. BERGMEISTER, K.

Original Title

Dynamic damage identification based on artificial neural networks, SARA - Part IV.

Type

conference paper

Language

English

Original Abstract

The paper is focused on damage identification of dynamically loaded structures using methods of artificial intelligence, the damage and variability of material properties along the structure will be studied. The identification method based on coupling of artificial neural networks and stochastic analysis of the input parameters is the integral part of the method. The proposed methodology is extended towards the dynamic response of structures when results of modal analysis are the input parameters.

Keywords

Identification, modal analysis, artificial neural networks, Latin Hypercube Sampling

Authors

LEHKÝ, D.; FRANTÍK, P.; NOVÁK, D.; STRAUSS, A.; BERGMEISTER, K.

RIV year

2007

Released

14. 11. 2007

Location

Vancouver, Canada

ISBN

978-0-9736430-4-6

Book

Structural health monitoring of intelligent Infrastructure

Pages from

183

Pages to

191

Pages count

9

BibTex

@inproceedings{BUT28899,
  author="David {Lehký} and Petr {Frantík} and Drahomír {Novák} and Alfred {Strauss} and Konrad {Bergmeister}",
  title="Dynamic damage identification based on artificial neural networks, SARA - Part IV.",
  booktitle="Structural health monitoring of intelligent Infrastructure",
  year="2007",
  pages="9",
  address="Vancouver, Canada",
  isbn="978-0-9736430-4-6"
}