Research Article

Fine-Kinney-Based Occupational Risk Assessment using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector

Volume: 37 Number: 2 June 1, 2024
EN

Fine-Kinney-Based Occupational Risk Assessment using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector

Abstract

The initial risk assessment, especially when using a risk score system, is the main step in a risk assessment process that comes after determining the scope of the risks and assessment. Risk assessment frequently employs the Fine-Kinney method, a comprehensive strategy for quantitative assessments that helps keep risks under check. A risk score (RS) is defined using the standard version of Fine-Kinney by mathematically multiplication of probability (P), exposure (E), and consequence (C) parameters. The Fine-Kinney-based risk evaluation approach has the disadvantage of not accounting for the relationships among the risk parameters' interaction and determining the risk precedence of work-related hazards. Hence, to decrease the negative effects of increasing risks, a new hazard evaluation system for occupational health and safety (OHS) is necessary. In this paper, a novel approach is proposed for integrating Fine–Kinney-based occupational hazard evaluation and AHP-COPRAS for the energy distribution and investment sector under the Pythagorean fuzzy environment. Lifting equipment in energy distribution and investment sector case study is used to demonstrate the practicality and efficacy of the suggested integrated approach. To verify the novel method to risk assessment, a comparative study and sensitivity analysis are also provided. As a result, using the benefit of Pythagorean fuzzy sets, which more effectively express uncertainty, the integrated approach yields more logical conclusions for assessing work-related hazards in the energy distribution and investment sector.

Keywords

References

  1. [1] Ceylan, H., “Türkiye’deki Elektrik Üretim, İletim ve Dağıtım Tesislerinde Meydana Gelen İş Kazalarının Analizi”, Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi, 4 (2): 30–42, (2012).
  2. [2] Aslan, İ., & Çelik, Y., “Elektrik Dağıtım Sektöründe Çalışanların İş Sağlığı ve Güvenliği İncelemesi: Muş, Bitlis ve Van İlleri Uygulaması”, Çalışma İlişkileri Dergisi, 1: 130–145, (2022).
  3. [3] Yönetmelik, “Resmî Gazete” 28512. https://www.resmigazete.gov.tr/eskiler/2012/12/20121229-13.htm, (2012, December 29)
  4. [4] Oz, N. E., Mete, S., Serin, F., & Gul, M., “Risk assessment for clearing and grading process of a natural gas pipeline project: An extended TOPSIS model with Pythagorean fuzzy sets for prioritizing hazards”, Human and Ecological Risk Assessment: An International Journal, 25(6): 1615-1632, (2019).
  5. [5] Fattahi, R., & Khalilzadeh, M., “Risk evaluation using a novel hybrid method based on FMEA, extended MULTIMOORA, and AHP methods under fuzzy environment”, Safety science, 102: 290-300, (2018).
  6. [6] Gul M., A review of occupational health and safety risk assessment approaches based on multi-criteria decision-making methods and their fuzzy versions, Human Ecol Risk Assess 24(7): 1723–1760, (2018).
  7. [7] Mete, S., Oz, N. E., Gul, M., Serin, F., & Celik, E., “A Risk Assessment Approach Using Both Stochastic Data and Subjective Judgments”, In Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making: Proceedings of the INFUS 2019 Conference, Istanbul, (2019).
  8. [8] Yager, R. R., “Pythagorean membership grades in multicriteria decision making”, IEEE Transactions on Fuzzy Systems, 22(4): 958–965, (2014).

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Early Pub Date

July 19, 2023

Publication Date

June 1, 2024

Submission Date

January 1, 2023

Acceptance Date

June 5, 2023

Published in Issue

Year 2024 Volume: 37 Number: 2

APA
Satıcı, S. R., & Mete, S. (2024). Fine-Kinney-Based Occupational Risk Assessment using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector. Gazi University Journal of Science, 37(2), 854-873. https://doi.org/10.35378/gujs.1227756
AMA
1.Satıcı SR, Mete S. Fine-Kinney-Based Occupational Risk Assessment using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector. Gazi University Journal of Science. 2024;37(2):854-873. doi:10.35378/gujs.1227756
Chicago
Satıcı, Suleyman Recep, and Süleyman Mete. 2024. “Fine-Kinney-Based Occupational Risk Assessment Using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector”. Gazi University Journal of Science 37 (2): 854-73. https://doi.org/10.35378/gujs.1227756.
EndNote
Satıcı SR, Mete S (June 1, 2024) Fine-Kinney-Based Occupational Risk Assessment using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector. Gazi University Journal of Science 37 2 854–873.
IEEE
[1]S. R. Satıcı and S. Mete, “Fine-Kinney-Based Occupational Risk Assessment using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector”, Gazi University Journal of Science, vol. 37, no. 2, pp. 854–873, June 2024, doi: 10.35378/gujs.1227756.
ISNAD
Satıcı, Suleyman Recep - Mete, Süleyman. “Fine-Kinney-Based Occupational Risk Assessment Using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector”. Gazi University Journal of Science 37/2 (June 1, 2024): 854-873. https://doi.org/10.35378/gujs.1227756.
JAMA
1.Satıcı SR, Mete S. Fine-Kinney-Based Occupational Risk Assessment using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector. Gazi University Journal of Science. 2024;37:854–873.
MLA
Satıcı, Suleyman Recep, and Süleyman Mete. “Fine-Kinney-Based Occupational Risk Assessment Using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector”. Gazi University Journal of Science, vol. 37, no. 2, June 2024, pp. 854-73, doi:10.35378/gujs.1227756.
Vancouver
1.Suleyman Recep Satıcı, Süleyman Mete. Fine-Kinney-Based Occupational Risk Assessment using Pythagorean Fuzzy AHP-COPRAS for the Lifting Equipment in the Energy Distribution and Investment Sector. Gazi University Journal of Science. 2024 Jun. 1;37(2):854-73. doi:10.35378/gujs.1227756

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