IDEAS home Printed from https://ideas.repec.org/a/hin/complx/5160417.html
   My bibliography  Save this article

Urban Road Infrastructure Maintenance Planning with Application of Neural Networks

Author

Listed:
  • Ivan Marović
  • Ivica Androjić
  • Nikša Jajac
  • Tomáš Hanák

Abstract

The maintenance planning within the urban road infrastructure management is a complex problem from both the management and technoeconomic 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.

Suggested Citation

  • Ivan Marović & Ivica Androjić & Nikša Jajac & Tomáš Hanák, 2018. "Urban Road Infrastructure Maintenance Planning with Application of Neural Networks," Complexity, Hindawi, vol. 2018, pages 1-10, May.
    • Handle: RePEc:hin:complx:5160417
    DOI: 10.1155/2018/5160417
    as

    Download full text from publisher

    File URL: http://downloads.hindawi.com/journals/8503/2018/5160417.pdf
    Download Restriction: no
    File URL: http://downloads.hindawi.com/journals/8503/2018/5160417.xml
    Download Restriction: no
    File URL: https://libkey.io/10.1155/2018/5160417?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jelena Kilić Pamuković & Katarina Rogulj & Daniela Dumanić & Nikša Jajac, 2020. "A Sustainable Approach for the Maintenance of Asphalt Pavement Construction," Sustainability, MDPI, vol. 13(1), pages 1-18, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hin:complx:5160417. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Mohamed Abdelhakeem (email available below). General contact details of provider: https://www.hindawi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.