Publication detail

Damage identification of dynamically loaded structures: methodology and modal properties study

LEHKÝ, D. NOVÁK, D. FRANTÍK, P.

Original Title

Damage identification of dynamically loaded structures: methodology and modal properties study

English Title

Damage identification of dynamically loaded structures: methodology and modal properties study

Type

conference paper

Language

Czech

Original Abstract

The paper is focused on damage identification of dynamically loaded structures using methods of soft computing including artificial intelligence. The damage and variability of material properties (stiffness) along the structure is studied. The identification method based on coupling of artificial neural networks and stochastic analysis of structure is used. The proposed methodology is extended towards the dynamic response of structures when results of modal analysis are the input parameters (frequencies, mode shapes). As a particular step an influence of local decrease of stiffness on modal properties (eigenfrequencies and modeshapes) is studied. The aim is determination of suitable initial parameters for consequent inverse analysis.

English abstract

The paper is focused on damage identification of dynamically loaded structures using methods of soft computing including artificial intelligence. The damage and variability of material properties (stiffness) along the structure is studied. The identification method based on coupling of artificial neural networks and stochastic analysis of structure is used. The proposed methodology is extended towards the dynamic response of structures when results of modal analysis are the input parameters (frequencies, mode shapes). As a particular step an influence of local decrease of stiffness on modal properties (eigenfrequencies and modeshapes) is studied. The aim is determination of suitable initial parameters for consequent inverse analysis.

Keywords

Identification, structures, soft computing, artificial intelligence, neural networks

Key words in English

Identification, structures, soft computing, artificial intelligence, neural networks

Authors

LEHKÝ, D.; NOVÁK, D.; FRANTÍK, P.

RIV year

2007

Released

14. 5. 2007

Location

Svratka, Česká republika

ISBN

978-80-87012-06-2

Book

Engineering mechanics 2007

Pages from

1

Pages to

10

Pages count

10

BibTex

@inproceedings{BUT23245,
  author="David {Lehký} and Drahomír {Novák} and Petr {Frantík}",
  title="Damage identification of dynamically loaded structures: methodology and modal properties study",
  booktitle="Engineering mechanics 2007",
  year="2007",
  pages="1--10",
  address="Svratka, Česká republika",
  isbn="978-80-87012-06-2"
}