- Tytuł:
- Minimizing Product Defects Based on Labor Performance using Linear Regression and Six Sigma Approach
- Autorzy:
-
Nurprihatin, Filscha
Ayu, Yayang Nadistya
Rembulan, Glisina Dwinoor
Andry, Johanes Fernandes
Lestari, Tika Endah - Powiązania:
- https://bibliotekanauki.pl/articles/24200495.pdf
- Data publikacji:
- 2023
- Wydawca:
- Polska Akademia Nauk. Czasopisma i Monografie PAN
- Tematy:
-
labor performance
overall labor effectiveness
defective product
six sigma
DMAIC approach - Opis:
- The objective of this research is to minimize product defects based on labor performance and prove the hypothesis on how labor performance affects the quality of a product through a scientific calculation using Overall Labor Effectiveness (OLE). The primary data is obtained by interviewing the supervisor and labor directly. For secondary data is obtained from the company, such as labor working time, machine scheduled downtime, total production, and defective products. The approach to extract the data is using OLE and the continued regression method. Furthermore, it proceeds to Six Sigma using the DMAIC approach since the results show a significant correlation. The result from Failure Mode and Effects Analysis (FMEA) shows four of six potential failures caused by product defects are coming from labor. To prevent failure mode, it is recommended to have the regular machine checked by labor, check the temperature of the machine, and provide Standard Operating Procedures.
- Źródło:
-
Management and Production Engineering Review; 2023, 14, 2; 88--98
2080-8208
2082-1344 - Pojawia się w:
- Management and Production Engineering Review
- Dostawca treści:
- Biblioteka Nauki
Artykuł