The prioritization of failures within the automotive industry: The two-step failure mode and effect analysis integrated approach (CROSBI ID 279844)
Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Banduka, Nikola ; Aleksić, Aleksandar ; Komatina, Nikola ; Aljinović, Amanda ; Tadić, Danijela
engleski
The prioritization of failures within the automotive industry: The two-step failure mode and effect analysis integrated approach
Traditionally, in the automotive industry, the risk posed by failures in manufacturing is based on the conventional process failure mode and effect analysis. The market changes, as well as limited financial resources dedicated to business improvement, induce the need for employment of advanced management tools. The rating of failures is derived from the research using the suggested fuzzy classification method based on the Pareto analysis. It is assumed that the classification criterion should be determined as the product of the overall product choice and the risk priority numbers given by applying the traditional process failure mode and effect analysis. All the uncertainties that exist in the problem under consideration are represented by linguistic expressions that are modeled on the interval type-2 triangular fuzzy numbers. The overall product choice is based on a fuzzy analytical hierarchy process with interval type-2 triangular fuzzy numbers. The execution of management initiatives based on the priority of failures can result in the improvement of the manufacturing process and overall business efficiency. The proposed model is tested using real-life data from a single vehicle manufacturer operating in the Western Balkans and representing a part of a global automotive supply chain.
Automotive industry, the interval type-2 triangular fuzzy numbers, fuzzy analytical hierarchy process, failure mode and effect analysis, new classification method.
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Podaci o izdanju
234 (12)
2020.
1559-1570
objavljeno
0954-4054
2041-2975
10.1177/0954405420926906