Hybrid MCDM-FMEA model for process optimization : a case study in furniture manufacturing

Klarić, Kristina (avtor), Perić, Ivana (avtor), Vukman, Karla (avtor), Papić, Fran (avtor), Klarić, Miljenko (avtor), Grošelj, Petra (avtor)

The furniture-manufacturing industry is pressured to improve quality, productivity, and profitability, particularly within increasingly volatile market conditions. This study is focused on the development of methods for optimizing production processes in a furniture-manufacturing company through the application of an integrated risk management framework. By integrating Failure Mode and Effects Analysis (FMEA) with advanced multi-criteria decision-making (MCDM) techniques, specifically fuzzy AHP, fuzzy TOPSIS, and fuzzy WINGS, a hybrid model is developed to identify, prioritize, and address critical failure points while accounting for complex interdependencies. Significant failure modes, such as order inaccuracies and delivery delays, are revealed as key findings and are found to notably affect productivity and customer satisfaction. The proposed model’s ability to capture cascading effects and a nuanced prioritization enables a more precise risk assessment, thereby supporting resilience and process efficiency in the furniture-manufacturing sector. This approach is shown to not only optimize production but also provide a foundation for applying such hybrid models in other industries to manage sector-specific interdependencies effectively.

• Jezik: Angleški jezik
• Ključne besede: furniture manufacturing, FMEA, hybrid MCDM model, AHP, TOPSIS, WINGS, fuzzy sets, risk management, process optimization
• Vrsta gradiva: Članek v reviji
• Tipologija: 1.01 - Izvirni znanstveni članek
• Organizacija: BF - Biotehniška fakulteta
• Status publikacije: Objavljeno
• Različica publikacije: Objavljena publikacija
• Leto izida: 2025
• Št. strani: 21 str.
• Številčenje: Vol. 13, iss. 1, art. 14
• PID: 20.500.12556/RUL-166263
• UDK: 684.4:519.86
• ISSN pri članku: 2079-8954
• DOI: 10.3390/systems13010014
• COBISS.SI-ID: 220662787
• Datum objave v RUL: 30.12.2024

Gradivo je del revije

• Naslov: Systems
• Skrajšan naslov: Systems
• Založnik: MDPI AG
• ISSN: 2079-8954
• COBISS.SI-ID: 523410713

Licence

• Licenca: CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
• Povezava: http://creativecommons.org/licenses/by/4.0/deed.sl
• Opis: To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.

Sekundarni jezik

• Jezik: Slovenski jezik
• Ključne besede: proizvodnja pohištva, analiza možnih napak in njihovih posledic (FMEA), hibridni večkriterijski model, analitični hierarhični proces (AHP), TOPSIS, WINGS, mehke množice, obvladovanje tveganja, optimizacija procesa