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Human reliability analysis methods

Year 2024, Volume: 30 Issue: 2, 282 - 292, 30.04.2024

Abstract

Human error is one of the most important factors contributing to occupational accidents. Human Reliability Analysis (HRA) methods have been used successfully in many fields to determine the probability of errors contributing to such accidents, estimate the impact of their consequences, and develop error reduction strategies. In this study, it has described some HRA methods and their implementations in several fields, including maritime, aviation, railway, space, health, nuclear, petrochemical, and construction sectors. Examples are drawn from articles dealing with HRA issues listed in the Web of Science Core Collection database between 2012 and 2022. The relatively small number of HRA studies conducted in Türkiye are found mainly in maritime applications. This review is intended to encourage the widespread use of HRA methods in all industries.

References

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İnsan güvenilirlik analizi metotları

Year 2024, Volume: 30 Issue: 2, 282 - 292, 30.04.2024

Abstract

İş kazalarına neden olan en önemli etkenlerden biri insan hatasıdır. İnsan Güvenilirlik Analizi (HRA) metotları, bu tür kazalara neden olan hataların olasılığını belirlemek, sonuçlarının etkisini tahmin etmek ve hata azaltma stratejileri geliştirmek için birçok alanda başarıyla kullanılmaktadır. Bu çalışmada, denizcilik, havacılık, demiryolu, uzay, sağlık, nükleer, petrokimya ve inşaat sektörleri dahil olmak üzere çeşitli alanlardaki bir dizi HRA metotları ve uygulamaları açıklanmıştır. Örnekler, Web of Science Core Collection veritabanında 2012-2022 yılları arasında listelenen HRA konularını ele alan makalelerden alınmıştır. Türkiye’de HRA ile ilişkili yapılan az sayıda çalışmanın denizcilik uygulamalarında olduğu görülmüştür. Bu inceleme yazısı, HRA metotlarının tüm endüstrilerde yaygın olarak kullanılmasını amaçlamaktadır.

References

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  • [3] Rad MA, Hendry M, Lefsrud L. “Literature review on cognitive impacts of in cab warning systems”. Canadian Rail Research Laboratory, University of Alberta, Canada, Technical Reports, 2021.
  • [4] Santos IJAL, Grecco CHDS, Mól ACA, Carvalho PVRD, Oliveira MVD, Botelho FM. “Human reliability analysis as an evaluation tool of the emergency evacuation process on industrial”. International Nuclear Atlantic Conference-INAC , Santos, Brazil, 30 September- 5 October 2007.
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  • [6] Kumar MA, Rajakarunakaran S, Prabhu VA. “Application of fuzzy HEART and expert elicitation for quantifying human error probabilities in LPG refuelling station”. Journal of Loss Prevention in the Process Industries, 48, 186–198, 2017.
  • [7] Shokria S, Varmazyar S, Heydari P. “A cognitive human error analysis with CREAM in control room of petrochemical industry”. Biotechnology and Health Sciences, 1, 1–9, 2017.
  • [8] Di Pasquale V, Miranda S, Iannone R, Riemma S. “A simulator for human error probability analysis (SHERPA)”. Reliability Engineering and System Safety, 139, 17-32, 2015.
  • [9] Emami KH. “Human reliability data banks”. International Journal of Occupational Hygiene, 11(3), 232-246, 2019.
  • [10] Petruni A, Giagloglou E, Douglas E, Geng J, Leva MC, Demichela M. “Applying analytic hierarchy process (AHP) to choose a human factors technique: choosing the suitable human reliability analysis technique for the automotive industry”. Safety Science, 119, 229–239, 2019.
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  • [17] Shirali GA, Hosseinzadeh T, Ahamadi Angali K, Kalhori SRN. “Modifying a method for human reliability assessment based on CREAM-BN: a case study in control room of a petrochemical plant”. MethodsX, 6, 300–315, 2019.
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  • [22] Kirwan B. “The validation of three human reliability quantification techniques - THERP, HEART and JHEDI: Part III - practical aspects of the usage of the techniques”. Applied Ergonomics, 28(1), 27–39, 1997.
  • [23] Bona GD, Falcone D, Forcina A, Silvestri L. “Systematic human reliability analysis (SHRA): a new approach to evaluate human error probability (HEP) in a nuclear plant”. International Journal of Mathematical, Engineering and Management Sciences, 6(1), 345–362, 2021.
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  • [25] Zhou JL, Lei Y, Chen Y. “A hybrid HEART method to estimate human error probabilities in locomotive driving process”. Reliability Engineering and System Safety, 188, 80-89, 2019.
  • [26] Zhou JL, Lei Y. “A slim integrated with empirical study and network analysis for human error assessment in the railway driving process”. Reliability Engineering and System Safety, 204, 1-12, 2020.
  • [27] Akyuz E, Celik M, Cebi S. “A phase of comprehensive research to determine marine-specific EPC values in human error assessment and reduction technique”. Safety Science, 87, 63-75, 2016.
  • [28] Wang H, Ma Y. “Study on human error in operation based on human cognitive reliability model”. 2010 International Conference on Management and Service Science, Wuhan, China, 24-26 August 2010.
  • [29] Zhang L, He X, Dai LC, Huang XR. “The simulator experimental study on the operator reliability of Qinshan nuclear power plant”. Reliability Engineering and System Safety, 92, 252-259, 2007.
  • [30] Adhikari S, Bayley C, Bedford T, Busby J, Cliffe A, Devgun G, Eid M, French S, Keshvala R, Pollard S, Soane E, Tracy D, Wu S. Human Reliability Analysis: A Review and Critique. Manchester Business School, Research Paper, 589, 2009
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  • [32] Sujan MA, Embrey D, Huang H. “On the application of human reliability analysis in healthcare: opportunities and challenges”. Reliability Engineering and System Safety, 194, 1-23, 2020.
  • [33] Salmon P, Stanton N, Walker G. “Human factors design methods review”. Brunel University, Scientific Report, 1, England, 2003.
  • [34] Havlikova M, Jirgl M, Bradac Z. “Human reliability in man- machine systems”. Procedia Engineering, 100, 1207-1214, 2015.
  • [35] Pinto JMO, Frutuoso e Melo PF, Saldanha PLC. “A DFM/fuzzy/atheana human failure analysis of a digital control system for a pressurizer”. Nuclear Technology, 188, 20-33, 2014.
  • [36] Alvarenga MAB, Frutuoso e Melo PF, Fonseca RA. “A critical review of methods and models for evaluating organizational factors in human reliability analysis”. Progress in Nuclear Energy, 75, 25-41, 2014.
  • [37] Kirwan B, Gibson WH, Hickling B. “Human error data collection as a precursor to the development of a human reliability assessment capability in air traffic management”. Reliability Engineering and System Safety, 93, 217-233, 2008.
  • [38] Abrishami S, Khakzad N, Hosseini SM. “A data-based comparison of BN-HRA models in assessing human error probability: an offshore evacuation case study”. Reliability Engineering and System Safety, 202, 1-30, 2020.
  • [39] Gertman D. Blackman H, Marble J, Byers J, Smith C. “The SPAR-H human reliability analysis method”. US Nuclear Regulatory Commission, 230(4), 1-8, 2005.
  • [40] Reason J. Human Error. 1st ed. Cambridge, United Kingdam, Cambridge University Press, 1990.
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  • [42] Alexander TM. “A case based human reliability assessment using HFACS for complex space operations”. Journal of Space Safety Engineering, 6, 53-59, 2019.
  • [43] Hulme A, Stanton NA, Walker GH, Waterson P, Salmon PM. “What do applications of systems thinking accident analysis methods tell us about accident causation? A systematic review of applications between 1990 and 2018”. Safety Science, 117, 164-183, 2019.
  • [44] Wang W, Liu X, Qin Y. “A modified HEART method with FANP for human error assessment in high-speed railway dispatching tasks”. International Journal of Industrial Ergonomics, 67, 242-258, 2018.
  • [45] Kyriakidis M, Majumdar A, Ochieng WY. “The human performance railway operational index a novel approach to assess human performance for railway operations”. Reliability Engineering and System Safety, 170, 226-243, 2018.
  • [46] Gaviria-Marin M, Merigó JM, Baier-Fuentes H. “Knowledge management: a global examination based on bibliometric analysis”. Technological Forecasting and Social Change, 140, 194-220, 2019.
  • [47] Akyuz E, Celik M. “A methodological extension to human reliability analysis for cargo tank cleaning operation on board chemical tanker ships”. Safety Science, 75, 146-155, 2015.
  • [48] Akyuz E, Celik E. “A modified human reliability analysis for cargo operation in single point mooring (SPM) off-shore units”. Applied Ocean Research, 58, 11-20, 2016.
  • [49] Akyuz E, Celik M. “A hybrid human error probability determination approach: the case of cargo loading operation in oil/chemical tanker ship”. Journal of Loss Prevention in the Process Industries, 43, 424-431, 2016.
  • [50] Akyuz E. “A marine accident analysing model to evaluate potential operational causes in cargo ships”. Safety Science, 92, 17-25, 2017.
  • [51] Akyuz E, Celik E. “The role of human factor in maritime environment risk assessment: a practical application on Ballast Water Treatment (BWT) system in ship”. Human and Ecological Risk Assessment, 24, 653-666, 2018.
  • [52] Akyuz E, Celik M, Akgun I, Cicek K. “Prediction of human error probabilities in a critical marine engineering operation on-board chemical tanker ship: the case of ship bunkering”. Safety Science, 110, 102-109, 2018.
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There are 83 citations in total.

Details

Primary Language English
Subjects Chemical Engineering (Other)
Journal Section Review Article
Authors

Esra Yalçin This is me

Gökçen Alev Çiftçioğlu

Burçin Güzel

Publication Date April 30, 2024
Published in Issue Year 2024 Volume: 30 Issue: 2

Cite

APA Yalçin, E., Çiftçioğlu, G. A., & Güzel, B. (2024). Human reliability analysis methods. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 30(2), 282-292.
AMA Yalçin E, Çiftçioğlu GA, Güzel B. Human reliability analysis methods. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. April 2024;30(2):282-292.
Chicago Yalçin, Esra, Gökçen Alev Çiftçioğlu, and Burçin Güzel. “Human Reliability Analysis Methods”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 30, no. 2 (April 2024): 282-92.
EndNote Yalçin E, Çiftçioğlu GA, Güzel B (April 1, 2024) Human reliability analysis methods. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 30 2 282–292.
IEEE E. Yalçin, G. A. Çiftçioğlu, and B. Güzel, “Human reliability analysis methods”, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, vol. 30, no. 2, pp. 282–292, 2024.
ISNAD Yalçin, Esra et al. “Human Reliability Analysis Methods”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 30/2 (April 2024), 282-292.
JAMA Yalçin E, Çiftçioğlu GA, Güzel B. Human reliability analysis methods. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2024;30:282–292.
MLA Yalçin, Esra et al. “Human Reliability Analysis Methods”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, vol. 30, no. 2, 2024, pp. 282-9.
Vancouver Yalçin E, Çiftçioğlu GA, Güzel B. Human reliability analysis methods. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2024;30(2):282-9.

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