Abstract
Glass industry is known among the most dangerous sectors. Multi-Criteria Decision Making (MCDM) methods are used widely for risk assessment in various industry sectors. In this study, Risk Matrix applied for risk assessment is integrated with fuzzy The Technique for Order Preferences by Similarity to an Ideal Solution (TOPSIS) method. Fuzzy method is employed to deal with uncertain information derived from the nature of industry and subjective evaluation of decision makers (DMs). Once the required risk parameters for Risk Matrix’ are determined, the hazards are ranked using fuzzy TOPSIS method in glass industry. Consequently, satisfactory results are obtained as a result of the Risk Matrix based fuzzy MCDM risk assessment approach.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Abdel-Rasoul, G.M., Al-Batanony, M.A., Abu-Salem, M.E., Taha, A.A., Faten, U.: Some health disorders among workers in a glass factory. Occup. Med. Health Aff. 1, 2 (2013)
John, H., Hooper, P: Glass Waste, Waste, A Handbook for Management, pp. 151–165 (2011)
Gul, M., Guneri, A.F.: A fuzzy multi criteria risk assessment based on decision matrix technique: a case study for aluminum industry. J. Loss Prevent. Process Industrie 40, 89–100 (2016)
Hwang, C.L., Yoon, K.: Multiple Attribute Decision Making: Methods and Applications, A State-of-the-Art Survey. Springer, New York (1981)
Ji, Y., Huang, G.H., Sun, W.: Risk assessment of hydropower stations through an integrated fuzzy entropy-weight multiple criteria decision-making method: a case study of the Xiangxi River. Expert Syst. Appl. 42(12), 5380–5389 (2015)
Tepe, S., Kaya, İ.: A fuzzy-based risk assessment model for evaluations of hazards with a real-case study. Hum. Ecol. Risk Assess. Int. J. 26(2), 512–537 (2020)
Mahdevari, S., Shahriar, K., Esfahanipour, A.: Human health and safety risks management in underground coal mines using fuzzy TOPSIS. Sci. Total Environ. 488, 85–99 (2014)
Hu, A.H., Hsu, C., Kuo, T., Wu, W.C.: Risk evaluation of green components to hazardous substance using FMEA and FAHP. Expert Syst. Appl. 36(3), 7142–7714 (2009)
Main, B.W.: Risk assessment: a review of the fundamental principles. Prof. Saf. 49(12), 37–47 (2012)
Zadeh, L.: Fuzzy sets. Inf. Control 8, 338–356 (1965)
Ghorabaee, M.K., Amiri, M., Zavadskas, E.K., Hooshmand, R., Antuchevičienė, J.: Fuzzy extension of the CODAS method for multi-criteria market segment evaluation. J. Bus. Econ. Manag. 18(1), 1–19 (2017)
Chen, C.T., Lin, C.T., Huang, S.F.: A fuzzy approach for supplier evaluation and selection in supply chain management. Int. J. Prod. Econ. 102(2), 289–301 (2006)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Seker, S. (2021). Risk Matrix Technique Based Fuzzy MCDM Risk Assessment Method and Application in Glass Industry. In: Kahraman, C., Cevik Onar, S., Oztaysi, B., Sari, I., Cebi, S., Tolga, A. (eds) Intelligent and Fuzzy Techniques: Smart and Innovative Solutions. INFUS 2020. Advances in Intelligent Systems and Computing, vol 1197. Springer, Cham. https://doi.org/10.1007/978-3-030-51156-2_156
Download citation
DOI: https://doi.org/10.1007/978-3-030-51156-2_156
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-51155-5
Online ISBN: 978-3-030-51156-2
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)