405
Views
4
CrossRef citations to date
0
Altmetric
Research Article

Optimisation method of network level pavement maintenance planning based on benefit maximisation subject to budget constraints and a case study

, , , &
Article: 2017432 | Received 01 Sep 2021, Accepted 07 Dec 2021, Published online: 24 Dec 2021

References

  • Augeri, M. A., Greco, S., and Nicolosi, V., 2019. Planning urban pavement maintenance by a new interactive multi-objective optimization approach. European Transport Research Review, 11 (17), 1–4.
  • Bannour, A., et al., 2017. Optimization of the maintenance strategies of roads in Morocco: calibration study of the degradations models of the highway development and management (HDM-4) for flexible pavements. International Journal of Pavement Engineering, 8 (3), 214–222.
  • Bannour, A., et al., 2021. Highway pavement maintenance optimisation using HDM-4:a case study of Morocco’s arterial network. International Journal of Pavement Engineering, 1 (1), 1–5.
  • Bukhsh, Z. A., Stipanovic, L., and Doree, A., 2020. Multi-year maintenance planning framework using multi-attribute utility theory and genetic algorithms. European Transport Research Review, 12 (3), 1–3.
  • Choi, J. H., 2005. Significance ranking of quality characteristics on pavement performance based on neural network analysis. KSCE Journal of Civil Engineering, 9, 171–178.
  • Cristina, Torres-Machí, et al., 2014. An iterative approach for the optimization of pavement maintenance management at the network level. The Scientific World Journal, 14, 1–5.
  • Cui, P.., 2016. Study of the Medium and Long-Term Maintenance Planning Method of Highway. Thesis (Master of Engineering). Harbin Institute of Technology.
  • El-Khawaga, M., El-Badawy, S., and Gabr, A., 2020. Comparison of master sigmoidal curve and Markov chain techniques for pavement performance prediction. Arabian Journal for Science and Engineering, 45, 3973–3982.
  • Gao, H., and Zhang, X., 2013. A Markov-based road maintenance optimization model considering user costs. Computer-Aided Civil and Infrastructure Engineering, 28, 451–464.
  • Gendreau, M., and Pehlivanidis, M., 1985. A heuristic for the multi-period programming of structural rehabilitation projects. North American Pavement Management Conference, Toronto, Canada, 55-66.
  • Gupta, A., Kumar, P., and Rastogi, R., 2014. Critical review of flexible pavement performance models. KSCE Journal of Civil Engineering, 18, 142–148.
  • Han, C. J., et al., 2020. Intelligent decision model of road maintenance based on improved weight random forest algorithm. International Journal of Pavement Engineering, 21, 1–13.
  • Han, D., and Kobayashi, K., 2013. Criteria for the development and improvement of PMS models. KSCE Journal of Civil Engineering, 17, 1302–1316.
  • Issa, A., Sammaneh, H., and Abaza, K., 2021. Modeling pavement condition index using cascade architecture: classical and neural network methods. Iranian Journal of Science and Technology, Transactions of Civil Engineering, 1–13.
  • Jooste, F. J., and Costello, S. B., 2020. Efficient and stable road maintenance strategy evaluation algorithm utilizing a trigger horizon. Transportation Research Record, 2674, 424–439.
  • Kabir, G., Sadiq, R., and Tesfamariam, S., 2014. A review of multi-criteria decision-making methods for infrastructure management. Structure and Infrastructure Engineering, 10 (9), 1176–1210.
  • Khan, M. U., et al., 2017. Development of a post-flood road maintenance strategy: case study Queensland. Australian International Journal of Pavement Engineering, 18, 702–713.
  • Li, B., et al.., 2019. Pavement performance evaluation and maintenance decision-making in Rwanda. International Journal of Pavement Research and Technology, 12 (5), 443–447.
  • Lin, J. D., and Ho, M. C., 2016. A comprehensive analysis on the pavement condition indices of freeways and the establishment of a pavement management system. J. Traffic and Transp. Eng, 3, 456–464.
  • Marcelino, P., Fortunato, E., and Gomes, M. C., 2021. Machine learning approach for pavement performance prediction. International Journal of Pavement Engineering, 22 (3), 341–354.
  • Masoumi, S., et al., 2021. Designing integrated model of decision-making-robust optimisation to manage the maintenance of inter-urban routes under uncertainty. International Journal of Pavement Engineering, 22, 1–14.
  • Mathew, B. S., and Isaac, K. P., 2014. Optimization of maintenance strategy for rural road network using genetic algorithm. International Journal of Pavement Engineering, 15 (4), 352–360.
  • Naseri, H., Fani, A., and Golroo, A., 2020. Toward equity in large-scale network-level pavement maintenance and rehabilitation scheduling using water cycle and genetic algorithms. International Journal of Pavement Engineering, 21, 1–13.
  • Onyango, M., et al.., 2018. Analysis of cost effective pavement treatment and budget optimization for arterial roads in the city of Chattanooga. Frontiers of Structural and Civil Engineering, 12, 291–299.
  • Santos, J., Ferreira, A., and Flintsch, G., 2017. An adaptive hybrid genetic algorithm for pavement management. International Journal of Pavement Engineering, 18, 1–21.
  • Shadhar, A. K., and Mahjoob, A., 2020. Pavement maintenance management using multi-objective optimization:(case study: wasit governorate-Iraq). International Journal of Pavement Engineering, 33 (11), 2155–2161.
  • Sotiropoulou, M. I., Moschonas, N., and Chassiakos, A. P., 2016. Life-cycle impact assessment of highway pavements for supporting maintenance and rehabilitation decisions. International Symposium on Life-Cycle Engineering, 5, 1398–1405.
  • Sultan, S. A., and Guo, Z., 2016. Evaluating life cycle costs of perpetual pavements in China using operational pavement management system. International Journal of Transportation Science and Technology, 5 (2), 103–109.
  • Wang, Q.., 2018. Research of Long-Term Pavement Maintenance of Highway Based on Life Cycle Analysis in Jiangsu Province. Thesis (Master of Engineering). Southeast University.
  • Wang, W. S., 2019. Application of Green road construction concept in Changyi expressway expansion project. Journal of China & Foreign Highway, 039 (001), 299–302.
  • Zhang, C., et al., 2018. A combinational prediction model for transverse crack of asphalt pavement. KSCE Journal of Civil Engineering, 22, 2109–2117.
  • Zhu, H. R., et al., 2018. Incorporating life cycle science into asphalt pavement maintenance decision making. Transportation Research Congress 2016-ASCE, 341-352.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.