prikaz prve stranice dokumenta Application of an Artificial Neural Network in Pavement Management System
  Download
PDF 1.36 MB
Scientific paper - Preliminary note / Short communication
Application of an Artificial Neural Network in Pavement Management System
Tehnicki vjesnik - Technical Gazette, 25 (2018), Supplement 2; 466-473. https://doi.org/10.17559/TV-20150608121810
Domitrović, Josipa; Dragovan, Hrvoje; Rukavina, Tatjana; Dimter, Sanja

Institutional repository: Repository of the Faculty of Civil Engineering, University of Zagreb

Cite this document

Domitrović, J., Dragovan, H., Rukavina, T. & Dimter, S. (2018). Application of an Artificial Neural Network in Pavement Management System. Tehnicki vjesnik - Technical Gazette, 25. (Supplement 2), 466-473. doi: 10.17559/TV-20150608121810

Domitrović, Josipa, et al. "Application of an Artificial Neural Network in Pavement Management System." Tehnicki vjesnik - Technical Gazette, vol. 25, no. Supplement 2, 2018, pp. 466-473. https://doi.org/10.17559/TV-20150608121810

Domitrović, Josipa, Hrvoje Dragovan, Tatjana Rukavina and Sanja Dimter. "Application of an Artificial Neural Network in Pavement Management System." Tehnicki vjesnik - Technical Gazette 25, no. Supplement 2 (2018): 466-473. https://doi.org/10.17559/TV-20150608121810

Domitrović, J., et al. (2018) 'Application of an Artificial Neural Network in Pavement Management System', Tehnicki vjesnik - Technical Gazette, 25(Supplement 2), pp. 466-473. doi: 10.17559/TV-20150608121810

Domitrović J, Dragovan H, Rukavina T, Dimter S. Application of an Artificial Neural Network in Pavement Management System. Tehnicki vjesnik - Technical Gazette [Internet]. 2018 [cited 2024 December 25];25(Supplement 2):466-473. doi: 10.17559/TV-20150608121810

J. Domitrović, H. Dragovan, T. Rukavina and S. Dimter, "Application of an Artificial Neural Network in Pavement Management System", Tehnicki vjesnik - Technical Gazette, vol. 25, no. Supplement 2, pp. 466-473, 2018. [Online]. Available at: https://urn.nsk.hr/urn:nbn:hr:237:247361. [Accessed: 25 December 2024]

Metadata
Title (english)Application of an Artificial Neural Network in Pavement Management System
AuthorJosipa Domitrović
AuthorHrvoje Dragovan
AuthorTatjana Rukavina
AuthorSanja Dimter
Author's institutionJosip Juraj Strossmayer University of Osijek
Faculty of Civil Engineering and Architecture Osijek
(Department for Geotechnics, Transportation and Geodesy)
Author's institutionUniversity of Zagreb
Faculty of Civil Engineering
(Transportation Engineering)
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Civil Engineering
Transportation
Abstract (english)
The era of intensive construction of new roads in Croatia is behind us. Today road agencies are focused on maintaining and preserving existing roads. Selection of an appropriate maintenance strategy is a complex task, which includes factors such as the current condition of the pavement, road classification, traffic volume etc. These factors are usually implemented in pavement management systems. The key components of pavement management systems are pavement performance prediction models such as artificial neural networks. This paper analyses the possibility of using artificial neural networks to evaluate existing pavement condition, and its possible application for defining the maintenance strategy of national roads. A backpropagation neural network was applied on 481.3 km of national roads in the Osijek-Baranja County. The obtained results indicated that artificial neural networks could be used for optimization of maintenance or rehabilitation strategies, and for the assessment of pavement condition at the project and network level.
Keywords (english)
Languageenglish
Publication typeScientific paper - Preliminary note / Short communication
Publication statusPublished
Peer reviewPeer review - international
Publication versionPublished version
Journal titleTehnicki vjesnik - Technical Gazette
Numberingvol. 25, no. Supplement 2, pp. 466-473
p-ISSN1330-3651
e-ISSN1848-6339
DOIhttps://doi.org/10.17559/TV-20150608121810
URN:NBNurn:nbn:hr:237:247361
Publication2018
Document URLhttps://hrcak.srce.hr/205945
Type of resourceText
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2024-07-22 13:09:59