Prioritizing Road Maintenance: A Framework integrating Fuzzy Best-Worst Method and VIKOR for Multi-Criteria Decision Making

Authors

  • Ali Ezat Hasan Civil Engineering Department, Collage of Engineering, University of Baghdad, Iraq
  • Firas K. Jaber Technical Engineering Department, College of Engineering, Middle Technical University, Iraq
Volume: 14 | Issue: 3 | Pages: 13990-13997 | June 2024 | https://doi.org/10.48084/etasr.7056

Abstract

A nation’s development depends on its transport networks, particularly the road network, which plays a crucial role in the country’s economic and social advancement and well-being. However, roads are subject to deterioration due to weather conditions, traffic loading, and construction quality. If they are not maintained properly, they will quickly worsen over time, resulting in reduced mobility and accessibility. To develop and maintain a good road network, careful planning is needed, which covers all aspects of road maintenance, funding, construction, quality, and other criteria. However, due to limited budgets, not all roads can be maintained and rehabilitated at the same time. Road maintenance priority and optimal use of insufficient funding are the most challenging problems the authorities face. The development of a systematic approach is essential to formulate appropriate maintenance policies. This is why the concept of road maintenance prioritization is essential. Additionally, industry experts have also identified a lack of a Multi-Criteria Decision Making (MCDM) technique that can incorporate the views of all Decision Makers (DMs) in the road maintenance prioritization process. This study aims to propose a framework for prioritizing road maintenance using MCDM techniques in a fuzzy environment. A case study that considers 20 criteria was conducted. The study integrated two MCDM techniques, namely the Fuzzy Best-Worst Method (BWM) and VIKOR, to help DMs evaluate and rank the alternatives, on the basis of the selected maintenance criteria. The aim of this framework is to enhance the decision-making process with impartiality and reliability and to assist in reaching an optimal decision. By comparing the Q values for each alternative, A5 was revealed to have higher priority over the other roads in terms of maintenance and rehabilitation activities.

Keywords:

MCDM, DMs, BWM, VIKOR, road management, road maintenance prioritization

Downloads

Download data is not yet available.

References

M. Askari and H. R. Shokrizade, "An Integrated Method for Ranking of Risk in BOT Projects," Procedia - Social and Behavioral Sciences, vol. 109, pp. 1390–1394, Jan. 2014.

M. S. Abed, "Development of Regression Models for Predicting Pavement Condition Index from the International Roughness Index," Journal of Engineering, vol. 26, no. 12, pp. 81–94, Dec. 2020.

A. Nahvi et al., "Deterministic and Stochastic Life-Cycle Cost Analysis for Otta Seal Surface Treatment," International Journal of Pavement Research and Technology, vol. 12, pp. 1–9, Mar. 2019.

S. Bressi, N. Bueche, and A.-G. Dumont, Eds., "International Journal of Pavement Engineering," International Journal of Pavement Engineering, vol. 17, no. 5, pp. 403–413, 2015.

E. Ngezahayo, M. Burrow, and G. Ghataora, "Rural Roads –roles, challenges and solutions for Sub-Saharan Africa’s sustainable development," International Journal of Latest Engineering and Management Research, vol. 4, no. 10, pp. 70–79, Dec. 2019.

C. Queiroz, A. Uribe, and D. Blumenfeld, Mechanisms for Financing Roads: A Review of International Practice. IDB Technical Note 1102. IDB, 2016.

F. O. Sameer, "Modified Multi-Criteria Decision Making Methods to Assess Classification Methods," Iraqi Journal of Science, vol. 64, no. 2, pp. 893–906, Feb. 2023.

A. R. Radhi and A. M. Burhan, "Multi-Criteria Optimization for Governmental Projects Priority Ranking Depending on Fuzzified Experts’ Opinion using Hygiene Approach," Journal of Engineering, vol. 28, no. 12, pp. 113–124, Dec. 2022.

A. Nautiyal and S. Sharma, "Methods and factors of prioritizing roads for maintenance: a review for sustainable flexible pavement maintenance program," Innovative Infrastructure Solutions, vol. 7, no. 3, Mar. 2022, Art. no. 190.

A. A. Angelo, K. Sasai, and K. Kaito, "Assessing Critical Road Sections: A Decision Matrix Approach Considering Safety and Pavement Condition," Sustainability, vol. 15, no. 9, Jan. 2023, Art. no. 7244.

S. Sayadinia and M. A. Beheshtinia, "Proposing a new hybrid multi-criteria decision-making approach for road maintenance prioritization," International Journal of Quality & Reliability Management, vol. 38, no. 8, pp. 1661–1679, Jan. 2020.

V. Ndume and E. L. Mlavi, "Multi Criteria Model in Prioritization of Road Maintenance between the Competing Needs - Case Study in Tanzania," International Journal of Computer Science and Network, vol. 6, no. 1, pp. 1–9, 2017.

M. Fawzy, A. Elsharkawy, A. Hassan, and Y. Khalifa, "Prioritization of Egyptian Road Maintenance Using Analytic Hierarchy Process," International Journal of Pavement Research and Technology, pp. 1–14, Jul. 2023.

A. K. Sandra, V. R. V. Rao, K. S. Raju, and A. K. Sarkar, "Prioritization of Pavement Stretches Using Fuzzy MCDM Approach – A Case Study," in Soft Computing in Industrial Applications, A. Saad, K. Dahal, M. Sarfraz, and R. Roy, Eds. Berlin, Heidelberg: Springer, 2007, pp. 265–278.

E. S. Saleh and A. M. Kimiagari, "Ranking Tehran’s Stock Exchange Top Fifty Stocks Using Fundamental Indexes and Fuzzy TOPSIS," Engineering, Technology & Applied Science Research, vol. 7, no. 4, pp. 1863–1869, Aug. 2017.

Y. O. Ouma, J. Opudo, and S. Nyambenya, "Comparison of Fuzzy AHP and Fuzzy TOPSIS for Road Pavement Maintenance Prioritization: Methodological Exposition and Case Study," Advances in Civil Engineering, vol. 2015, Jul. 2015, Art. no. e140189.

A. Aghaee, M. Aghaee, M. R. Fathi, S. Shoa’bin, and S. M. Sobhani, "A novel fuzzy hybrid multi-criteria decision-making approach for evaluating maintenance strategies in petrochemical industry," Journal of Quality in Maintenance Engineering, vol. 27, no. 2, pp. 351–365, Jan. 2020.

I. Sudarmi, I. M. Kasim, Taufik, M. Plamonia, I. Halim, and B. Alias, "Prioritizing road maintenance criteria for sustainable infrastructure in Padang city, Indonesia," International Journal of Civil Engineering and Technology, vol. 8, pp. 1141–1149, Oct. 2017.

H. Siswanto, B. Supriyanto, Pranoto, R. P. Prihatditya, and M. A. Friansa, "District road maintenance priority using analytical hierarchy process," AIP Conference Proceedings, vol. 2114, no. 1, Jun. 2019, Art. no. 060019.

D. M. P. Wedagama and A. Frederika, "Applying Fuzzy Analytic Hierarchy Process (FAHP) ï¡-Cut Based and TOPSIS Methods to Determine Bali Provincial Road Handling Priority," Civil Engineering Dimension, vol. 13, no. 2, pp. 98–106, Sep. 2011.

P. Chaipetch, C. Amprayn, P. Pawan, and V. Ratanavaraha, "Analytical of Multi-Criteria Approach for identifying the weight and factor of rural road maintenance prioritization," International Journal of GEOMATE, vol. 22, no. 91, pp. 70–79, Mar. 2022.

H. A. Ewadh, R. Almuhanna, and S. Alasadi, "Developing optimized prioritizing road maintenance," MATEC Web of Conferences, vol. 162, 2018, Art. no. 01044.

S. Vrtagic, E. Softic, M. Subotic, Z. Stevic, M. Dordevic, and M. Ponjavic, "Ranking Road Sections Based on MCDM Model: New Improved Fuzzy SWARA (IMF SWARA)," Axioms, vol. 10, no. 2, Jun. 2021, Art. no. 92.

H. Kurniawan, A. Ratnaningsih, and A. Hasanuddinc, "Priority Determination of Road Maintenance in Lumajang Regency Using the AHP Method," International Journal of Sciences: Basic and Applied Research, vol. 52, no. 2, pp. 149–160, 2020.

S. J. M. Alasadi, "Developing Priority Program for Pavement Maintenance Management System," M. S. thesis, University of Kerbala, Kerbala, Iraq, 2014.

P. A. Suthanaya, "Road Maintenance Priority Based On Multi-Criteria Approach (Case Study of Bali Province, Indonesia)," International Journal of Engineering and Technology, vol. 9, no. 4, pp. 3191–3196, Aug. 2017.

N. Goldani and M. Kazemi, "A Fuzzy Best-Worst Method Based on the Fuzzy Interval Scale," in The International Workshop on Best-Worst Method, Delft, The Netherlands, Jun. 2022, pp. 59–73.

H. G. Abdulkareem and K. R. Erzaij, "A spherical fuzzy AHP model for contractor assessment during project life cycle," Journal of the Mechanical Behavior of Materials, vol. 31, no. 1, pp. 369–380, Jan. 2022.

W. Liu, Y. Du, and J. Chang, "A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application," Artificial Intelligence Review, vol. 56, no. 10, pp. 11071–11093, Oct. 2023.

M. Amiri, M. Hashemi-Tabatabaei, M. Keshavarz-Ghorabaee, A. Kaklauskas, E. K. Zavadskas, and J. Antucheviciene, "A Fuzzy Extension of Simplified Best-Worst Method (F-SBWM) and Its Applications to Decision-Making Problems," Symmetry, vol. 15, no. 1, Jan. 2023, Art. no. 81.

S. Wan and J. Dong, "A Novel Extension of Best-Worst Method With Intuitionistic Fuzzy Reference Comparisons," IEEE Transactions on Fuzzy Systems, vol. 30, no. 6, pp. 1698–1711, Jun. 2022.

K. Peleckis, "Application of the Fuzzy VIKOR Method to Assess Concentration and Its Effects on Competition in the Energy Sector," Energies, vol. 15, no. 4, Jan. 2022, Art. no. 1349.

F. Yilmaz, S. Alp, B. Oz, and A. Alkoc, "Analysis of the Risks arising from Fire Installations in Workplaces using the Ranking Method," Engineering, Technology & Applied Science Research, vol. 10, no. 4, pp. 5914–5920, Aug. 2020.

Downloads

How to Cite

[1]
A. E. Hasan and F. K. Jaber, “Prioritizing Road Maintenance: A Framework integrating Fuzzy Best-Worst Method and VIKOR for Multi-Criteria Decision Making”, Eng. Technol. Appl. Sci. Res., vol. 14, no. 3, pp. 13990–13997, Jun. 2024.

Metrics

Abstract Views: 195
PDF Downloads: 140

Metrics Information