Increase OEE at Manual Assembly Lines by Data Mining

  • Peter Dobra Adient Hungary Kft
  • János Jósvai Széchenyi István University, Department of Vehicle Manufacturing
Keywords: OEE, data mining, MES, assembly line, KDD

Abstract

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.

Downloads

Download data is not yet available.
Published
2020-03-30
How to Cite
Dobra, P. and Jósvai, J. (2020) “Increase OEE at Manual Assembly Lines by Data Mining”, Acta Technica Jaurinensis, 13(2), pp. 99-111. doi: 10.14513/actatechjaur.v13.n2.539.
Section
Acta Technica Jaurinensis