First, plant equipment maintenance. Only by keeping equipment in sync with the lean production model can productivity be improved. Second, inventory accumulation at the factory.

A defining characteristic of intelligent production lines in smart factories is their capability to automatically collect data on product manufacturing, quality inspection, and energy consumption throughout the production and assembly processes.