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The Scientific World Journal
Volume 2014, Article ID 524329, 11 pages
http://dx.doi.org/10.1155/2014/524329
Research Article

An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level

Cristina Torres-Machí,1,2 Alondra Chamorro,2 Carlos Videla,2 Eugenio Pellicer,1 and Víctor Yepes1,3

1Universitat Politècnica de València, Camino de Vera, s/n, 46022 Valencia, Spain
2Escuela de Ingeniería, Departamento de Ingeniería y Gestión de la Construcción, Pontificia Universidad Católica de Chile, Avenida Vicuña Mackenna 4860, Edificio San Agustín, Piso 3, 7820436 Santiago, Chile
3ICITECH, Department of Construction Engineering, Universitat Politècnica de València, Camino de Vera, s/n, 46022 Valencia, Spain

Received 28 November 2013; Accepted 3 February 2014; Published 11 March 2014

Academic Editors: R. Beale, S. B. Coskun, S. S. Seyedalizadeh, and Z. Tao

Copyright © 2014 Cristina Torres-Machí et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. A. Schliesser and A. Bull, Road Network Management: A New Approach to Road Management and Conservation, Economic Commission for Latin America and the Caribbean (ECLAC), United Nations, Santiago, Chile, 1992.
  2. A. Chamorro, Development of a Sustainable Management System for Rural Road Networks in Developing Countries, University of Waterloo, Waterloo, Canada, 2012.
  3. J. Qin, L. Ni, and F. Shi, “Mixed transportation network design under a sustainable development perspective,” The Scientific World Journal, vol. 2013, Article ID 549735, 8 pages, 2013. View at Publisher · View at Google Scholar
  4. A. Chamorro and S. L. Tighe, “Development of a management framework for rural roads in developing countries: integrating socioeconomic impacts,” Transportation Research Record, no. 2093, pp. 99–107, 2009. View at Publisher · View at Google Scholar · View at Scopus
  5. C. Torres-Machí, V. Yepes, J. Alcala, and E. Pellicer, “Optimization of high-performance concrete structures by Variable Neighborhood Search,” International Journal of Civil Engineering, vol. 11, no. 2, pp. 90–99, 2013. View at Google Scholar
  6. A. Golroo and S. Tighe, “Optimum genetic algorithm structure selection in pavement management,” Asian Journal of Applied Sciences, vol. 5, no. 6, pp. 327–341, 2012. View at Google Scholar
  7. R. C. G. Haas, W. R. Hudson, and J. P. Zaniewski, Modern Pavement Management, Krieger, 1994.
  8. K. A. Zimmerman, Pavement Management Methodologies to Select Projects and Recommend Preservation Treatments, National Cooperative Highway Research Program Synthesis of the Highway Practice 222, Transportation Research Board, Washington, DC, USA, 1995.
  9. S. L. Hsueh and M.-R. Yan, “A multimethodology contractor assessment model for facilitating green innovation: the view of energy and environmental protection,” The Scientific World Journal, vol. 2013, Article ID 624340, 14 pages, 2013. View at Publisher · View at Google Scholar
  10. Y. Jiao, H. Liu, P. Zhang, X. Wang, and H. Wei, “Unsupervised performance evaluation strategy for bridge superstructure based on fuzzy clustering and field data,” The Scientific World Journal, vol. 2013, Article ID 427072, 6 pages, 2013. View at Publisher · View at Google Scholar
  11. M. Harvey, Optimising Road Maintenance. International Transport Forum Discussion Papers, No. 2012/12, OECD Publishing, 2012.
  12. Y. U. Shah, S. S. Jain, and M. Parida, “Evaluation of prioritization methods for effective pavement maintenance of urban roads,” International Journal of Pavement Engineering, vol. 15, no. 3, pp. 238–250, 2014. View at Google Scholar
  13. B. B. Reddy and A. Veeraragavan, “Priority ranking model for managing flexible pavements at network level,” Journal of Indian Roads Congress, vol. 62, no. 3, p. 379, 2001. View at Google Scholar
  14. K. J. Feighan, M. Y. Shahin, K. C. Sinha, and T. D. White, “Sensitivity analysis of the application of dynamic programming to pavement management systems,” Transportation Research Record, no. 1215, pp. 101–114, 1989. View at Google Scholar · View at Scopus
  15. A. Chamorro, S. Tighe, and N. Rojas, “Development of maintenance standards for rural networks based on cost-effectiveness analysis,” in Proceedings of the 17th International Conference on Maintenance and Rehabilitation of Pavements and Technological Control (MAIREPAV '12), Auckland, New Zealand, 2012.
  16. J. M. De La Garza, S. Akyildiz, D. R. Bish, and D. A. Krueger, “Network-level optimization of pavement maintenance renewal strategies,” Advanced Engineering Informatics, vol. 25, no. 4, pp. 699–712, 2011. View at Publisher · View at Google Scholar · View at Scopus
  17. L. Gao, C. Xie, Z. Zhang, and S. T. Waller, “Network-level road pavement maintenance and rehabilitation scheduling for optimal performance improvement and budget utilization,” Computer-Aided Civil and Infrastructure Engineering, vol. 27, no. 4, pp. 278–287, 2012. View at Publisher · View at Google Scholar · View at Scopus
  18. L. E. Amador-Jiménez and D. Mrawira, “Roads performance modeling and management system from two condition data points: case study of Costa Rica,” Journal of Transportation Engineering, vol. 135, no. 12, Article ID 010912QTE, pp. 999–1007, 2009. View at Publisher · View at Google Scholar · View at Scopus
  19. L. Gao and Z. Zhang, “Robust optimization for managing pavement maintenance and rehabilitation,” Transportation Research Record, no. 2084, pp. 55–61, 2008. View at Publisher · View at Google Scholar · View at Scopus
  20. M. Ng, Z. Zhang, and S. Travis Waller, “The price of uncertainty in pavement infrastructure management planning: an integer programming approach,” Transportation Research Part C, vol. 19, no. 6, pp. 1326–1338, 2011. View at Publisher · View at Google Scholar · View at Scopus
  21. J. B. Odoki and H. R. G. Kerali, Analytical Framework and Model Descriptions, vol. 4 of Highway Development and Management Series, International Study of Highway Development and Management (ISOHDM), World Road Association PIARC, Paris, France, 2006.
  22. A. Ferreira, A. Antunes, and L. Picado-Santos, “Probabilistic segment-linked pavement management optimization model,” Journal of Transportation Engineering, vol. 128, no. 6, pp. 568–577, 2002. View at Publisher · View at Google Scholar · View at Scopus
  23. F. Wang, Z. Zhang, and R. B. Machemehl, “Decision-making problem for managing pavement maintenance and rehabilitation projects,” Transportation Research Record, no. 1853, pp. 21–28, 2003. View at Google Scholar · View at Scopus
  24. J. Yoo and A. Garcia-Diaz, “Cost-effective selection and multi-period scheduling of pavement maintenance and rehabilitation strategies,” Engineering Optimization, vol. 40, no. 3, pp. 205–222, 2008. View at Publisher · View at Google Scholar · View at Scopus
  25. J. Farhan and T. Fwa, “Incorporating priority preferences into pavement maintenance programming,” Journal of Transportation Engineering, vol. 138, no. 6, pp. 714–722, 2012. View at Google Scholar
  26. T. Fwa and J. Farhan, “Optimal multiasset maintenance budget allocation in Highway asset management,” Journal of Transportation Engineering, vol. 138, no. 10, pp. 1179–1187, 2012. View at Google Scholar
  27. K. Tsunokawa, D. Van Hiep, and R. Ul-Islam, “True optimization of pavement maintenance options with what-if models,” Computer-Aided Civil and Infrastructure Engineering, vol. 21, no. 3, pp. 193–204, 2006. View at Publisher · View at Google Scholar · View at Scopus
  28. J.-S. Chou and T.-S. Le, “Reliability-based performance simulation for optimized pavement maintenance,” Reliability Engineering and System Safety, vol. 96, no. 10, pp. 1402–1410, 2011. View at Publisher · View at Google Scholar · View at Scopus
  29. G. W. Flintsch and C. Chen, “Soft computing applications in infrastructure management,” Journal of Infrastructure Systems, vol. 10, no. 4, pp. 157–166, 2004. View at Publisher · View at Google Scholar · View at Scopus
  30. W. T. Chan, T. F. Fwa, and J. Y. Tan, “Optimal fund-allocation analysis for multidistrict highway agencies,” Journal of Infrastructure Systems, vol. 9, no. 4, pp. 167–175, 2003. View at Publisher · View at Google Scholar · View at Scopus
  31. P. Chootinan, A. Chen, M. R. Horrocks, and D. Bolling, “A multi-year pavement maintenance program using a stochastic simulation-based genetic algorithm approach,” Transportation Research Part A, vol. 40, no. 9, pp. 725–743, 2006. View at Publisher · View at Google Scholar · View at Scopus
  32. S. Meneses and A. Ferreira, “Pavement maintenance programming considering two objectives: maintenance costs and user costs,” International Journal of Pavement Engineering, vol. 14, no. 2, pp. 206–221, 2013. View at Google Scholar
  33. T. F. Fwa and W. T. Chan, “Priority rating of highway maintenance needs by neural networks,” Journal of Transportation Engineering, vol. 119, no. 3, pp. 419–432, 1993. View at Google Scholar · View at Scopus
  34. D. Moazami, H. Behbahani, and R. Muniandy, “Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic,” Expert Systems with Applications, vol. 38, no. 10, pp. 12869–12879, 2011. View at Publisher · View at Google Scholar · View at Scopus
  35. C. Videla and P. Gaete, “Una metodología de optimización económica para la definición de políticas de conservación en pavimentos asfálticos,” Rutas, vol. 42, pp. 23–32, 1994. View at Google Scholar
  36. M. B. Khurshid, M. Irfan, A. Ahmed, and S. Labi, “Multidimensional benefit-cost evaluation of asphaltic concrete overlays of rigid pavements,” Structure and Infrastructure Engineering, 2013. View at Publisher · View at Google Scholar
  37. K. T. Hall, C. E. Correa, and A. L. Simpson, LTPP Data Analysis: Effectiveness of Maintenance and Rehabilitation Options, Transportation Research Board, Washington, DC, USA, 2002.
  38. M. B. Khurshid, M. Irfan, and S. Labi, “Comparison of methods for evaluating pavement interventions: evaluation and case study,” Transportation Research Record, no. 2108, pp. 25–36, 2009. View at Publisher · View at Google Scholar · View at Scopus
  39. R. Haas, S. L. Tighe, and L. Cowe Falls, “Determining return on long-life pavement investments,” Transportation Research Record, no. 1974, pp. 10–17, 2006. View at Google Scholar · View at Scopus
  40. S. Kirkpatrick, C. D. Gelatt Jr., and M. P. Vecchi, “Optimization by simulated annealing,” Science, vol. 220, no. 4598, pp. 671–680, 1983. View at Google Scholar · View at Scopus
  41. J. V. Martí, F. Gonzalez-Vidosa, V. Yepes, and J. Alcalá, “Design of prestressed concrete precast road bridges with hybrid simulated annealing,” Engineering Structures, vol. 48, pp. 342–352, 2013. View at Google Scholar
  42. C. Torres-Machí, E. Pellicer, V. Yepes, and A. Chamorro, “Heuristic optimization model for infrastructure asset management,” in Advances in Artificial Intelligence, C. Bielza, A. Salmeron, A. Alonso-Betanzos et al., Eds., pp. 300–309, Springer, Berlin, Germany, 2013. View at Google Scholar