Original scientific paper

Application of artificial neural networks in civil engineering

Marijana Lazarevska orcid.org/0000-0002-9090-071X ; University Ss. Cyril and Methodius in Skopje, Faculty of Civil Engineering, Partizanski odredi 24, 1000 Skopje, Macedonia
Milos Knezevic orcid.org/0000-0002-4952-9699 ; University of Montenegro, Faculty of Civil Engineering, Cetinjski put b.b., Podgorica, Montenegro
Meri Cvetkovska ; University Ss. Cyril and Methodius in Skopje, Faculty of Civil Engineering, Partizanski odredi 24, 1000 Skopje, Macedonia
Ana Trombeva-Gavriloska ; University Ss. Cyril and Methodius in Skopje, Faculty of Civil Engineering, Partizanski odredi 24, 1000 Skopje, Macedonia

Abstract

The application of artificial neural networks for solving complex civil engineering problems is of huge importance for the construction design process. They can be successfully used for prognostic modelling in different engineering fields, especially in those cases where some prior (numerical or experimental) analyses were already made. This paper presents some of the positive aspects of neural network’s model that was used for determination of fire resistance of construction elements.

Keywords

artificial neural networks; civil engineering; fire resistance; prognostic modelling

Hrčak ID:

131329

URI

https://hrcak.srce.hr/131329

Publication date:

21.12.2014.

Article data in other languages: croatian

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