Risk assessment based on a new decision-making approach with fermatean fuzzy sets

According to the evaluated criteria, it was concluded that the determination of the decision makers separately is applicable to the decision-making process. Identifying the existing safety measures parameter as the most important risk parameter emphasizes the central role of this factor in risk assessment. In addition, machine error and human error parameters are also found to be important in risk assessment. These parameters, which are used for the first time in the literature, offer a broader perspective than traditional methods and provide significant advantages in risk assessment. According to the evaluations, electricity, asphyxiating and toxic gases, and hot water use are determined as the most risky hazards. The sensitivity and comparative analysis performed in the study confirm that the proposed methodology produces consistent and reasonable results.

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Publication Details

Journal
PeerJ Computer Science
Published
2025-08-28
DOI
https://doi.org/10.7717/peerj-cs.2990
Primary Topic
Multi-Criteria Decision Making
Type
article
Field-Weighted Citation Impact
0.00

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article

Risk assessment based on a new decision-making approach with fermatean fuzzy sets

Ali Fuat Güneri, Hilal Biderci
PeerJ Computer Science
Multi-Criteria Decision Making
article

Risk assessment based on a new decision-making approach with fermatean fuzzy sets

Ali Fuat Güneri, Hilal Biderci
article en

Abstract

According to the evaluated criteria, it was concluded that the determination of the decision makers separately is applicable to the decision-making process. Identifying the existing safety measures parameter as the most important risk parameter emphasizes the central role of this factor in risk assessment. In addition, machine error and human error parameters are also found to be important in risk assessment. These parameters, which are used for the first time in the literature, offer a broader perspective than traditional methods and provide significant advantages in risk assessment. According to the evaluations, electricity, asphyxiating and toxic gases, and hot water use are determined as the most risky hazards. The sensitivity and comparative analysis performed in the study confirm that the proposed methodology produces consistent and reasonable results.

PeerJ Computer ScienceVol. 11
Yıldız Technical University (TR)
Yildiz Teknik Üniversitesi
Openalex Percentile: Top 73%
Multi-Criteria Decision Making
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