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Increase OEE at Manual Assembly Lines by Data Mining

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Tartalom: https://acta.sze.hu/index.php/acta/article/view/539
Archívum: Acta Technica Jaurinensis
Gyűjtemény: Acta Technica Jaurinensis
Cím:
Increase OEE at Manual Assembly Lines by Data Mining
Létrehozó:
Dobra, Peter
Jósvai, János
Kiadó:
CrossRef
Dátum:
2020-03-30
Tartalmi leírás:
The industrial companies often use Key Performance Indicators (KPI) to follow up and evaluate their process and success. One of the KPIs is the Overall Equipment Effectiveness (OEE) which represents the efficiency of the manufacturing area. The high OEE value means good performance of the machines or lines. This paper presents a method in order to increase OEE at the manual assembly lines by data mining. Firstly, a literature review demonstrates scientific relevance. Secondly, a method is introduced for improving the efficiency with the help of the recognised patterns. Using Manufacturing Execution System (MES) data the OEE percentage was increased by 8% in 3 months without any financial investment.
Nyelv:
angol
Típus:
info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Formátum:
application/pdf
Azonosító:
10.14513/actatechjaur.v13.n2.539
Forrás:
Acta Technica Jaurinensis; Vol 13 No 2 (2020); 99-111
2064-5228
Kapcsolat:
Létrehozó:
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