Action Selection Based on Fuzzy AHP-Based TOPSIS Method in Fuzzy FMEA-Based Risk Assessment: A Case Study

被引:0
|
作者
Oturakci, Murat [1 ]
Konyalioglu, Aziz Kemal [2 ]
机构
[1] Adana Alparslan Turke Sci & Technol Univ, Dept Ind Engn, Adana, Turkey
[2] Istanbul Tech Univ, Dept Engn Management, Istanbul, Turkey
关键词
Risk assessment; Fuzzy FMEA; Fuzzy AHP; TOPSIS; Action selection;
D O I
10.1007/978-3-031-09173-5_45
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Today, risk assessment has become one of the most important applications of companies in the field of occupational health and safety. Many risk assessment types in the literature are applied by companies, and the objectivity of the results is very important in terms of worker, employer and environmental health. The aim of this study is to propose an objective risk assessment method and to prioritize the actions that can be taken as a result of the assessment. Hence, in this study, the hazards and the risks associated with those hazards that may arise in the production facility of a medium-sized company were determined as a first step. Then, these hazards were evaluated by the Fuzzy-Failure Mode and Effect Analysis (FMEA) method. As a result of the evaluation, alternative action plans for each hazard were determined together with the company team to eliminate the hazards in the highest risk group or minimize their damages. Since it is practically impossible for companies to take all the actions at the same time due to time, cost and labor constraints, the next part of the study includes which of the alternative actions should be applied to the hazards in the highest risk group. A Fuzzy AHP-based TOPSIS method was applied to prioritize actions. Thus, the actions to be taken against the hazards in the highest risk group were attempted to be chosen most appropriately with an objective approach.
引用
收藏
页码:369 / 377
页数:9
相关论文
共 50 条
  • [1] Fuzzy AHP-Based Risk Assessment Methodology for PPP Projects
    Li, Jie
    Zou, Patrick X. W.
    [J]. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 2011, 137 (12): : 1205 - 1209
  • [2] Action selection in risk assessment with fuzzy Fine-Kinney-based AHP-TOPSIS approach: a case study in gas plant
    Dogan, Bahar
    Oturakci, Murat
    Dagsuyu, Cansu
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (44) : 66222 - 66234
  • [3] Action selection in risk assessment with fuzzy Fine–Kinney-based AHP-TOPSIS approach: a case study in gas plant
    Bahar Dogan
    Murat Oturakci
    Cansu Dagsuyu
    [J]. Environmental Science and Pollution Research, 2022, 29 : 66222 - 66234
  • [4] Fuzzy FMEA-based Risk Evaluation of Student Software Projects
    Johanyak, Zsolt Csaba
    Pasztor, Attila
    [J]. ACTA POLYTECHNICA HUNGARICA, 2024, 21 (10) : 301 - 316
  • [5] Risk assessment of aircraft IDG based on fuzzy TOPSIS-FMEA
    Shi, Xudong
    Cheng, Boyuan
    Huang, Kun
    Yang, Zhangang
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2022, 44 (06): : 2060 - 2064
  • [6] A fuzzy AHP-based methodology for project prioritization and selection
    Amir Shaygan
    Özlem Müge Testik
    [J]. Soft Computing, 2019, 23 : 1309 - 1319
  • [7] A fuzzy AHP-based methodology for project prioritization and selection
    Shaygan, Amir
    Testik, Ozlem Muge
    [J]. SOFT COMPUTING, 2019, 23 (04) : 1309 - 1319
  • [8] Evaluating and selecting agricultural insurance packages through an AHP-based fuzzy TOPSIS Method
    Chu, Ta-Chung
    Thi Hong Phuong Le
    [J]. SOFT COMPUTING, 2022, 26 (15) : 7339 - 7354
  • [9] Evaluating and selecting agricultural insurance packages through an AHP-based fuzzy TOPSIS Method
    Ta-Chung Chu
    Thi Hong Phuong Le
    [J]. Soft Computing, 2022, 26 : 7339 - 7354
  • [10] An AHP-based fuzzy evaluation on business merge risk
    Jiang Shuo
    Cao Hongmei
    [J]. ICCSE'2006: Proceedings of the First International Conference on Computer Science & Education: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2006, : 47 - 50