A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines

[Display omitted] •Proposes a MES based data-driven algorithm to predict throughput bottlenecks.•Devised an approach to determine the size historical machine data to predict bottlenecks.•Proposes an evaluation framework to evaluate the algorithm performance.•Compared the performance of the algorithm...

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