Open access
2026
From Raw Data to OEE Forecasting: A Predictive Approach for Beverage Filling Lines
In beverage manufacturing, the operational efficiency of filling lines is a critical determinant of productivity and profitability. This study proposes a time-series forecasting framework for predicting Overall Equipment Effectiveness (OEE) by modeling two key sub-components, Availability and Performance, while treatin...
Vipoo Tirapaphavit, S. Amornsamankul, Wasakorn Laesanklang
· IEEE Access · 0 citations