Pythagorean fuzzy VIKOR-based approach for safety risk assessment in mine industry

Introduction: Underground mining is considered one of the most hazardous industries and is often associated with serious work-related fatalities; this paper addresses job-related hazards and associated risks. Method: A risk assessment approach is proposed (Pythagorean fuzzy environment) and a case s...

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Veröffentlicht in:Journal of safety research 2019-06, Vol.69, p.135-153
Hauptverfasser: Gul, Muhammet, Ak, M. Fatih, Guneri, Ali Fuat
Format: Artikel
Sprache:eng
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Zusammenfassung:Introduction: Underground mining is considered one of the most hazardous industries and is often associated with serious work-related fatalities; this paper addresses job-related hazards and associated risks. Method: A risk assessment approach is proposed (Pythagorean fuzzy environment) and a case study is carried out in an underground copper and zinc mine. Results: Results of the study demonstrate that hazards can be categorized into different risk levels via compromised solutions of the fuzzy approach. Conclusion: The study provides a theoretical contribution by suggesting a Pythagorean fuzzy numbers-based VlseKriterijumska Optimizacija I Kompromisno Resenje (PFVIKOR) approach. Moreover, it contributes to improving overall safety levels of underground mining by considering and advising on the potential hazards of risk management. Practical applications: The proposed approach will improve the existing safety risk assessment mechanism in underground copper and zinc mining. [Display omitted] •We propose a risk assessment approach in Pythagorean fuzzy environment.•L-matrix and VIKOR methods are used in the proposed approach.•A case study is carried out for mining hazards and risk.•A sensitivity and comparison analysis is provided for validation.•A risk evaluation including suggested preventive action plans are given.
ISSN:0022-4375
1879-1247
DOI:10.1016/j.jsr.2019.03.005