prikaz prve stranice dokumenta Application of an artificial neural network in pavement management system
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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. i 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, br. suppl.2, 2018, str. 466-473. https://doi.org/10.17559/TV-20150608121810

Domitrović, Josipa, Hrvoje Dragovan, Tatjana Rukavina i Sanja Dimter. "Application of an artificial neural network in pavement management system." Tehnički vjesnik 25, br. 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), str. 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]. 09.2018. [pristupljeno 07.11.2024.];25(suppl.2):466-473. doi: 10.17559/TV-20150608121810

J. Domitrović, H. Dragovan, T. Rukavina i S. Dimter, "Application of an artificial neural network in pavement management system", Tehnički vjesnik, vol. 25, br. suppl.2, str. 466-473, Rujan 2018. [Online]. Dostupno na: https://urn.nsk.hr/urn:nbn:hr:133:479574. [Citirano: 07.11.2024.]

Za citiranje koristite ovu mrežnu adresu: https://urn.nsk.hr/urn:nbn:hr:133:479574
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Podaci o radu
Naslov (engleski)Application of an artificial neural network in pavement management system
AutorJosipa Domitrović
AutorHrvoje Dragovan
AutorTatjana Rukavina
AutorSanja Dimter
Autorova ustanovaSveučilište u Zagrebu
Autorova ustanovaSveučilište Josipa Jurja Strossmayera u Osijeku
Građevinski i arhitektonski fakultet Osijek
Znanstveno / umjetničko
područje, polje i grana		TEHNIČKE ZNANOSTI
Građevinarstvo
Prometnice
Sažetak (engleski)
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.
Ključne riječi (engleski)
Jezikengleski
Vrsta publikacijeZnanstveni rad - Prethodno/kratko priopćenje
Status objaveObjavljen
Vrsta recenzijeRecenziran
Verzija publikacijeObjavljena verzija rada (izdavačev PDF)
Naslov časopisaTehnički vjesnik
Brojčani podacivol. 25, br. suppl.2, str. 466-473
p-ISSN1330-3651
e-ISSN1848-6339
DOIhttps://doi.org/10.17559/TV-20150608121810
URN:NBNurn:nbn:hr:133:479574
Datum objave publikacije2018-09
URL dokumentahttps://hrcak.srce.hr/205945
Vrsta resursaTekst
Prava pristupaOtvoreni pristup
Uvjeti korištenjaIkona licence Imenovanje 4.0 međunarodna (CC BY 4.0)
Datum i vrijeme pohrane2018-10-26 11:18:42