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Optimization of PFMEA Team Composition in the Automotive Industry Using the IPF-RADAR Approach

Nikola Komatina, Dragan Marinković

2025Algorithms10 citationsDOIOpen Access PDF

Abstract

In the automotive industry, the implementation of Process Failure Mode and Effect Analysis (PFMEA) is conducted by a PFMEA team comprising employees who are connected to the production process or a specific product. Core PFMEA team members are actively engaged in PFMEA execution through meetings, analysis, and the implementation of corrective actions. Although the current handbook provides guidelines on the potential composition of the PFMEA team, it does not strictly define its members, allowing companies the flexibility to determine the team structure independently. This study aims to identify the core PFMEA team members by adhering to criteria based on the recommended knowledge and competencies outlined in the current handbook. By applying the RAnking based on the Distances and Range (RADAR) approach, extended with Interval-Valued Pythagorean Fuzzy Numbers (IVPFNs), a ranking of potential candidates was conducted. A case study was performed in a Tier-1 supplier company within the automotive supply chain.

Topics & Concepts

Automotive industryComposition (language)Computer scienceRadarManufacturing engineeringAerospace engineeringEngineeringTelecommunicationsPhilosophyLinguisticsManufacturing Process and OptimizationTechnology Assessment and ManagementDigital Transformation in Industry