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Applicability of Fuzzy-Based Visual Inspection Approach for Condition Assessment of Bridges in Developing Countries: A State-of-the-Art Review

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Abstract

Visual inspection method is a widely used technique for periodically assessing the condition of existing bridges. The visual inspection method is simple, easy to use and requires minimum investment. As a result, it is particularly suitable for developing countries where paucity of fund and availability of advanced equipments for condition assessment of bridges are limiting factors. However, the effectiveness and reliability of the assessment depend largely on factors such as the technical competence of the inspector, his/her experience, perception, judgment, etc. Such subjectivities, inherent in visual inspection method, may however be addressed by fuzzy approach. This technique has the capability to analyze a complex system, inherent with uncertainties, using approximate reasoning which is neither exact nor inexact. Therefore, fuzzy logic-based visual inspection approach couples the simplicity and economy of visual inspection method and mathematical rigor of fuzzy logic to minimize the uncertainty and unreliability of visual inspection data. As a result, it has the potential to be used as an effective tool for condition assessment and rating of bridges in developing countries. Hence, in this paper an effort is made to review the existing literature on this technique and its components under a few broad categories and discuss the advantages as well as limitations of each of them. Finally, knowledge gaps and challenges are discussed to motivate future research in this field for practical implementation in developing countries.

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References

  1. M.J. Ryall, Bridge Management (Elsevier Ltd., Oxford, 2010)

    Book  Google Scholar 

  2. K.K. Jain, B. Bhattacharjee, J. Constr. Eng. Manag. 138, 399 (2012)

    Article  Google Scholar 

  3. T. Omar, M.L. Nehdi, Infrastructures. MDPI 3, 36 (2018)

    Google Scholar 

  4. A.E. Aktan, D.N. Farhey, D.L. Brown, V. Dalal, A.J. Helmicki, V.J. Hunt, S.J. Shelley, J. Infrastruct. Syst. 2, 108 (1996)

    Article  Google Scholar 

  5. J. Žnidaric and I. Perus, in 16th Congr. IABSE, Lucerne (Lucerne, 2000)

  6. S. Sasmal, K. Ramanjaneyulu, Expert Syst. Appl. 35, 1430 (2008)

    Article  Google Scholar 

  7. D. Agdas, J.A. Rice, J.R. Martinez, I.R. Lasa, J. Perform. Constr. Facil. 30, 1 (2016)

    Article  Google Scholar 

  8. S. Sengupta, A.K. Datta, P. Topdar, Lat. Am. J. Solids Struct. 12, 1565 (2015)

    Article  Google Scholar 

  9. C. Koch, K. Georgieva, V. Kasireddy, B. Akinci, P. Fieguth, Adv. Eng. Informatics 30, 208 (2016)

    Article  Google Scholar 

  10. V. Gattulli, L. Chiaramonte, Comput. Civ. Infrastruct. Eng. 20, 95 (2005)

    Article  Google Scholar 

  11. R.B. Testa, B.S. Yanev, Comput. Civ. Infrastruct. Eng. 17, 358 (2002)

    Article  Google Scholar 

  12. Y.M. Wang, T.M.S. Elhag, Expert Syst. Appl. 34, 689 (2008)

    Article  Google Scholar 

  13. A.B. Tee, M.D. Bowman, and K.C. Sinha, Civ. Eng. Syst. 5(1), 27 (1988)

  14. A. Tarighat, in Fuzzy Inference Syst. Theory Appl., edited by Dr. Mohammad Fazle Azeem (InTech Published, Croatia, 2012), pp. 445–470

  15. Y.M. Kim, C.K. Kim, S.G. Hong, Eng. Struct. 28, 1286 (2006)

    Article  Google Scholar 

  16. X. Lu, S.H. Simmonds, Autom. Constr. 6, 121 (1997)

    Article  Google Scholar 

  17. L.A. Zadeh, Inf. Sci. (Ny). 8, 199 (1975)

    Article  Google Scholar 

  18. IRC:SP:35, Guidelines for Inspection and Maintenance of Bridges (The Indian Road Congress, New Delhi, 1990)

  19. FHWA, National Bridge Inspection Standards, 23 Cfr Part 650 (Washington. D.C, 2004)

  20. TDOH, BMMS: Bridge Management and Maintenance System (Bangkok: Department of Highway, 1989)

  21. IRC:SP:18, Manual for Highway Bridge Maintenance Inspection, 6th ed. (Indian Road Congress Special Publication 18, New Delhi, 1978)

  22. FHWA, Bridge Inspector’s Training Manual, Federal Highway Administration U.S. (Department of Transportation Bureau of Public Roads, Washington D.C., 1970)

  23. D. Pushpakar and S. V Barai, in Int. Conf. Ind. Inf. Syst. Sri Lanka (Sri Lanka, 2007), pp. 101–105

  24. H. Li, X. Nie, Eng. Appl. Artif. Intell. 67, 91 (2018)

    Article  Google Scholar 

  25. M.-Y. Cheng and D. Prayogo, Eng. Comput. (2016)

  26. C.B. Brown, J.T.P. Yao, J. Struct. Eng. 109, 1211 (1983)

    Article  Google Scholar 

  27. M. Das, A.K. Dey, KSCE J. Civ. Eng. 22, 1677 (2018)

    Article  Google Scholar 

  28. H.R. Ahmed, T. Akram, KSCE J. Civ. Eng. 22, 1661 (2018)

    Article  Google Scholar 

  29. Z. Luo, B. Hu, Cold Reg. Sci. Technol. 168, 102874 (2019)

    Article  Google Scholar 

  30. Y. Tu, X. Zhou, J. Gang, J. Xu, W. Shen, B. Lev, J. Infrastruct. Syst. 04017003, 1 (2017)

    Google Scholar 

  31. A. Ardeshir, N. Mohseni, K. Behzadian, M. Errington, Arab. J. Sci. Eng. 39, 4405 (2014)

    Article  Google Scholar 

  32. N.F. Pan, Autom. Constr. 17, 958 (2008)

    Article  Google Scholar 

  33. T. Omar, M.L. Nehdi, T. Zayed, J. Perform. Constr. Facil. 31, 1 (2017)

    Google Scholar 

  34. A. Tarighat, A. Miyamoto, Expert Syst. Appl. 36, 12077 (2009)

    Article  Google Scholar 

  35. M.-T. Liang, J. Wu, C.-H. Liang, J. Infrastruct. Syst. 7, 144 (2001)

    Article  Google Scholar 

  36. P.W. Mullarkey, S.J. Fenves, Civ. Eng. Syst. 3, 58 (1985)

    Article  Google Scholar 

  37. A.B. Tee, M.D. Bowman, Civ. Eng. Syst. 8, 49 (1991)

    Article  Google Scholar 

  38. S. Sasmal, K. Ramanjaneyulu, S. Gopalakrishnan, N. Lakshmanan, J. Perform. Constr. Facil. 20, 261 (2006)

    Article  Google Scholar 

  39. J.N. Hooker, Hybrid Optim (Springer, New York, 2011), pp. 11–62

    Book  Google Scholar 

  40. N. G. Seresht, R. Lourenzutti, A. Salah, and A. R. Fayek, in Fuzzy Hybrid Comput. Constr. Eng. Manag. (2018), pp. 37–107

  41. K. Kawamura, A. Miyamoto, Comput. Struct. 81, 1931 (2003)

    Article  Google Scholar 

  42. H.G. Melhem, S. Aturaliya, Micro Comput. Civ. Eng. 11, 421 (1996)

    Article  Google Scholar 

  43. S. A. Moufti, T. Zayed, and S. A. Dabous, Transp. Res. Rec. J. Transp. Res. Board, No.- 2431 88 (2014)

  44. M.B. Anoop, B.K. Raghuprasad, Comput. Civ. Infrastruct. Eng. 27, 170 (2012)

    Article  Google Scholar 

  45. E.K. Zavadskas, J. Antucheviciene, Z. Turskis, H. Adeli, Sci. Iran. 23, 1 (2016)

    Google Scholar 

  46. Z. Gao, J. Li, Civ. Eng. J. 4, 843 (2018)

    Article  Google Scholar 

  47. P. Jakiel, D. Fabianowski, Expert Syst. Appl. 42, 4054 (2015)

    Article  Google Scholar 

  48. T. L. Saaty, The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation (New York, USA, 1980)

  49. X. Deng, Y. Hu, Y. Deng, S. Mahadevan, Expert Syst. Appl. 41, 156 (2014)

    Article  Google Scholar 

  50. T.L. Saaty, Fundamentals of Decision Making and Priority Theory with the Analytic Hierarchy Process (RWS Publications, Pittshburg, 1994)

    Google Scholar 

  51. T.L. Saaty, Int. J. Serv. Sci. 1, 83 (2008)

    Google Scholar 

Download references

Acknowledgements

These authors are thankful to Editor and Reviewer for providing feedback on our manuscript and for valuable improvements to our paper.

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Authors and Affiliations

  1. Department of Civil Engineering, Birsa Institute of Technology Sindri, Dhanbad, Jharkhand, India

    Sudha Das Khan

  2. Department of Civil Engineering, National Institute of Technology Durgapur, Durgapur, West Bengal, India

    Pijush Topdar & Aloke Kumar Datta

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  1. Sudha Das Khan
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  2. Pijush Topdar
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  3. Aloke Kumar Datta
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Correspondence to Sudha Das Khan.

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Das Khan, S., Topdar, P. & Datta, A.K. Applicability of Fuzzy-Based Visual Inspection Approach for Condition Assessment of Bridges in Developing Countries: A State-of-the-Art Review. J. Inst. Eng. India Ser. A 101, 835–846 (2020). https://doi.org/10.1007/s40030-020-00465-1

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  • DOI: https://doi.org/10.1007/s40030-020-00465-1

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