prikaz prve stranice dokumenta Application of an artificial neural network in pavement management system
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Scientific paper - Preliminary note / Short communication
Application of an artificial neural network in pavement management system
Tehnički vjesnik, 25 (2018), suppl.2; 466-473. https://doi.org/10.17559/TV-20150608121810
Domitrović, Josipa; Dragovan, Hrvoje; Rukavina, Tatjana; Dimter, Sanja

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Domitrović, J., Dragovan, H., Rukavina, T. & Dimter, S. (2018). Application of an artificial neural network in pavement management system. Tehnički vjesnik, 25. (suppl.2), 466-473. doi: 10.17559/TV-20150608121810

Domitrović, Josipa, et al. "Application of an artificial neural network in pavement management system." Tehnički vjesnik, vol. 25, no. suppl.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." Tehnički vjesnik 25, no. suppl.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', Tehnički vjesnik, 25(suppl.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. Tehnički vjesnik [Internet]. 2018 September [cited 2024 November 27];25(suppl.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", Tehnički vjesnik, vol. 25, no. suppl.2, pp. 466-473, September 2018. [Online]. Available at: https://urn.nsk.hr/urn:nbn:hr:133:479574. [Accessed: 27 November 2024]

Metadata
Title (english)Application of an artificial neural network in pavement management system
AuthorJosipa Domitrović
AuthorHrvoje Dragovan
AuthorTatjana Rukavina
AuthorSanja Dimter
Author's institutionUniversity of Zagreb
Author's institutionJosip Juraj Strossmayer University of Osijek
Faculty of Civil Engineering and Architecture Osijek
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
Publication versionPublished version
Journal titleTehnički vjesnik
Numberingvol. 25, no. suppl.2, pp. 466-473
p-ISSN1330-3651
e-ISSN1848-6339
DOIhttps://doi.org/10.17559/TV-20150608121810
URN:NBNurn:nbn:hr:133:479574
Publication2018-09
Document URLhttps://hrcak.srce.hr/205945
Type of resourceText
Access conditionsOpen access
Terms of useLicence Attribution 4.0 International (CC BY 4.0) icon
Created on2018-10-26 11:18:42