Naslov
Urban road infrastructure maintenance planning with application of neural networks

Autori
Marović, Ivan ; Androjić, Ivica ; Jajac, Nikša ; Hanak, Tomaš

Izvornik
Complexity (1076-2787) 2018 (2018); 5160417, 10

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Decision support ; Project management ; Maintenance planning ; Prediction models ; Artificial Neural Networks

Sažetak
The maintenance planning within the urban road infrastructure management is a complex problem from both the management and techno-economic aspects. The focus of this research is on decision-making processes related to the planning phase during management of urban road infrastructure projects. The goal of this research is to design and develop an ANN model in order to achieve a successful prediction of road deterioration as a tool for maintenance planning activities. Such a model is part of the proposed decision support concept for urban road infrastructure management and a decision support tool in planning activities. The input data were obtained from Circly 6.0 Pavement Design Software and used to determine the stress values (560 testing combinations). It was found that it is possible and desirable to apply such a model in the decision support concept in order to improve urban road infrastructure maintenance planning processes.

Izvorni jezik
Hrvatski

Znanstvena područja
Građevinarstvo, Ekonomija, Projektni menadžment

POVEZANOST RADA