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Determination and Analysis of KPIs in the Production Flow of a Manufacturing En...

Pinho, Hélder; Cavique, Luís

The manufacturing industry rapidly evolves to meet higher demands, customization, and global competitiveness. Key Performance Indicators (KPIs) are essential for monitoring and optimizing production efficiency. With Industry 4.0 advancements, including AI, IoT, and Big Data, integrating AI with Business Intelligence (BI) and real-time KPIs enables proactive, data-driven decision-making. However, many industries...


Determination and analysis of KPIs in the production flow of a manufacturing en...

Pinho, Hélder; Cavique, Luís

The manufacturing industry rapidly evolves to meet higher demands, customization, and global competitiveness. Key Performance Indicators (KPIs) are essential for monitoring and optimizing production efficiency. With Industry 4.0 advancements, including AI, IoT, and Big Data, integrating AI with Business Intelligence (BI) and real-time KPIs enables proactive, data-driven decision-making. However, many industries...


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