A new model for risk assessment in glass manufacturing using Risk Matrix based IVIF-TOPSIS method

被引:3
|
作者
Seker, Sukran [1 ]
机构
[1] Yildiz Tech Univ, Ind Engn Dept, TR-34349 Istanbul, Turkey
关键词
Risk assessment; uncertainty; risk matrix; IVIF-TOPSIS; FUZZY; FMEA; SAFETY;
D O I
10.3233/JIFS-219210
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The glass manufacturing includes operations, such as batch forming using raw materials, melting, forming, annealing, quality check and package. Due to risky processes in glass manufacturing, significant health hazards for workers are present in the glass industry. Risk assessment is effective way to prevent accidents and protect workers from serious accidents during glass manufacturing. To assess health hazards associated with glass manufacturing, in this study Risk Matrix and The Technique for Order Preferences by Similarity to an Ideal Solution (TOPSIS) method are integrated under Interval-Valued Intuitionistic Fuzzy (IVIF) environment to prioritize risk factors and suggest required preventive and protective measures. Suggested preventive and protective measures provide technical, economic and environmental challenges for glass manufacturing firms. Once the importance weight of risk parameters in Risk Matrix' are determined, the risk factors are assessed by performing IVIF-TOPSIS method during glass manufacturing. In order to verify the validity and stability of the proposed risk assessment model, sensitivity and comparative analysis are accomplished at the end of the study.
引用
收藏
页码:541 / 550
页数:10
相关论文
共 50 条
  • [1] Risk assessment of RD projects: A new approach based on IVIF AHP and fuzzy axiomatic design
    Ilbahar E.
    Cebi S.
    Kahraman C.
    Journal of Intelligent and Fuzzy Systems, 2022, 42 (01): : 605 - 614
  • [2] Green manufacturing implementation assessment method based on risk matrix and fuzzy set theory
    Li, Cong-Bo
    Liu, Fei
    Tan, Xian-Chun
    Li, Cai-Zhen
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2010, 16 (01): : 209 - 214
  • [3] An Urban Traffic Risk Assessment Using TOPSIS Method Based on Driving and Road Information
    Shan, Yu
    Li, Huiping
    Zhang, Ke
    Li, Meng
    CICTP 2021: ADVANCED TRANSPORTATION, ENHANCED CONNECTION, 2021, : 1245 - 1254
  • [4] Risk Assessment on Coal and Gas Outburst Based on TOPSIS Model
    Yang, Yuzhong
    Wu, Liyun
    PROGRESS IN RENEWABLE AND SUSTAINABLE ENERGY, PTS 1 AND 2, 2013, 608-609 : 1483 - 1486
  • [5] Fermatean fuzzy TOPSIS-based approach for occupational risk assessment in manufacturing
    Gul, Muhammet
    Lo, Huai-Wei
    Yucesan, Melih
    COMPLEX & INTELLIGENT SYSTEMS, 2021, 7 (05) : 2635 - 2653
  • [6] Fermatean fuzzy TOPSIS-based approach for occupational risk assessment in manufacturing
    Muhammet Gul
    Huai-Wei Lo
    Melih Yucesan
    Complex & Intelligent Systems, 2021, 7 : 2635 - 2653
  • [7] An Improved Topsis Method Based on Cloud Model for Risk Assessment of Failure Modes of Metro Vehicle
    Lei, Li
    Fang, Zhou
    Ge, Guo
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 6104 - 6110
  • [8] Risk Assessment of Contractor Support Based on Improved Risk Matrix Method
    张福元
    李东阳
    耿斌
    刘占岭
    JournalofShanghaiJiaotongUniversity(Science), 2015, 20 (04) : 464 - 467
  • [9] Risk assessment of contractor support based on improved risk matrix method
    Zhang F.-Y.
    Li D.-Y.
    Geng B.
    Liu Z.-L.
    Journal of Shanghai Jiaotong University (Science), 2015, 20 (04) : 464 - 467
  • [10] Risk Assessment of Venture Investment Project Based on Risk Matrix Method
    Xing Lixian
    Li Yanhong
    Yan Xingxing
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON RISK MANAGEMENT & ENGINEERING MANAGEMENT, VOLS 1 AND 2, 2008, : 201 - 205