Hybrid MCDM-FMEA Model for Process Optimization: A Case Study in Furniture Manufacturing
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...
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-12-01
|
| Series: | Systems |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2079-8954/13/1/14 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832587438642429952 |
|---|---|
| author | Kristina Klarić Ivana Perić Karla Vukman Fran Papić Miljenko Klarić Petra Grošelj |
| author_facet | Kristina Klarić Ivana Perić Karla Vukman Fran Papić Miljenko Klarić Petra Grošelj |
| author_sort | Kristina Klarić |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-8e18f087dd9d4fcba6793bcad0a41613 |
| institution | Kabale University |
| issn | 2079-8954 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Systems |
| spelling | doaj-art-8e18f087dd9d4fcba6793bcad0a416132025-01-24T13:50:28ZengMDPI AGSystems2079-89542024-12-011311410.3390/systems13010014Hybrid MCDM-FMEA Model for Process Optimization: A Case Study in Furniture ManufacturingKristina Klarić0Ivana Perić1Karla Vukman2Fran Papić3Miljenko Klarić4Petra Grošelj5Faculty of Forestry and Wood Technology, University of Zagreb, Svetošimunska cesta 23, 10000 Zagreb, CroatiaFaculty of Forestry and Wood Technology, University of Zagreb, Svetošimunska cesta 23, 10000 Zagreb, CroatiaFaculty of Forestry and Wood Technology, University of Zagreb, Svetošimunska cesta 23, 10000 Zagreb, CroatiaFaculty of Forestry and Wood Technology, University of Zagreb, Svetošimunska cesta 23, 10000 Zagreb, CroatiaFaculty of Forestry and Wood Technology, University of Zagreb, Svetošimunska cesta 23, 10000 Zagreb, CroatiaDepartment of Forestry and Renewable Forest Resources, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, SloveniaThe 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.https://www.mdpi.com/2079-8954/13/1/14furniture manufacturingFMEAhybrid MCDM modelAHPTOPSISWINGS |
| spellingShingle | Kristina Klarić Ivana Perić Karla Vukman Fran Papić Miljenko Klarić Petra Grošelj Hybrid MCDM-FMEA Model for Process Optimization: A Case Study in Furniture Manufacturing Systems furniture manufacturing FMEA hybrid MCDM model AHP TOPSIS WINGS |
| title | Hybrid MCDM-FMEA Model for Process Optimization: A Case Study in Furniture Manufacturing |
| title_full | Hybrid MCDM-FMEA Model for Process Optimization: A Case Study in Furniture Manufacturing |
| title_fullStr | Hybrid MCDM-FMEA Model for Process Optimization: A Case Study in Furniture Manufacturing |
| title_full_unstemmed | Hybrid MCDM-FMEA Model for Process Optimization: A Case Study in Furniture Manufacturing |
| title_short | Hybrid MCDM-FMEA Model for Process Optimization: A Case Study in Furniture Manufacturing |
| title_sort | hybrid mcdm fmea model for process optimization a case study in furniture manufacturing |
| topic | furniture manufacturing FMEA hybrid MCDM model AHP TOPSIS WINGS |
| url | https://www.mdpi.com/2079-8954/13/1/14 |
| work_keys_str_mv | AT kristinaklaric hybridmcdmfmeamodelforprocessoptimizationacasestudyinfurnituremanufacturing AT ivanaperic hybridmcdmfmeamodelforprocessoptimizationacasestudyinfurnituremanufacturing AT karlavukman hybridmcdmfmeamodelforprocessoptimizationacasestudyinfurnituremanufacturing AT franpapic hybridmcdmfmeamodelforprocessoptimizationacasestudyinfurnituremanufacturing AT miljenkoklaric hybridmcdmfmeamodelforprocessoptimizationacasestudyinfurnituremanufacturing AT petragroselj hybridmcdmfmeamodelforprocessoptimizationacasestudyinfurnituremanufacturing |