Abstract
The paper describes a method for analysing and assessing the risk in production systems. A process of ore transportation process with the use of a belt conveyor was used as an example. Ishikawa diagram was used to identify the risk factors in the cause and effect analysis. In order to determine the extent of the impact of individual risk factors on the selected area of the production system, the FMEA analysis was used. When determining the values of the parameters needed for calculating the Risk Priority Number (RPN), defuzzified values of appropriate linguistic variables were used. The effect of the work is a reduction of the risk level in the analysed production system as well as the information about risk factors obtained on the basis of verbal communications from production workers.
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References
Burduk, A., Chlebus, E.: Methods of risk evaluation in manufacturing systems. Archives of Civil and Mechanical Engineering 9(3), 17–30 (2009)
Chlebus, E., Krot, K., Kuliberda, M.: Rule-based expert system dedicated for technological applications. In: Hybrid Artificial Intelligent Systems, 6th International Conference, Wroclaw, vol. 1, pp. 373–380 (2011)
Chrysler Cooperation, Ford Motor Company, General Motors Cooperation, Potential Failure Mode and Effects Analysis (FMEA), 1 edn. (February 1993)
Hamrol A.: Zarządzanie jakością z przykładami. Wydawnictwo Naukowe PWN, Warszawa (2007)
Mueller, D.H., Tietjen, T.: FMEA - Praxis Das Komplettpaket für Training und Anwendung. Carl Hanser Verlag, München (2003)
Sankar, N., Prabhu, B.: Modified approach for prioritization of failures in a system failure mode and effects analysis. International Journal of Quality & Reliability Management 18(3), 324–336 (2001)
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© 2012 Springer-Verlag Berlin Heidelberg
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Burduk, A. (2012). Assessment of Risk in a Production System with the Use of the FMEA Analysis and Linguistic Variables. In: Corchado, E., Snášel, V., Abraham, A., Woźniak, M., Graña, M., Cho, SB. (eds) Hybrid Artificial Intelligent Systems. HAIS 2012. Lecture Notes in Computer Science(), vol 7209. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28931-6_24
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DOI: https://doi.org/10.1007/978-3-642-28931-6_24
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-28930-9
Online ISBN: 978-3-642-28931-6
eBook Packages: Computer ScienceComputer Science (R0)