Data-reduced edge-to-cloud transmission based on predictive models

摘要

The invention relates to a method for providing process data of a device (100) in an industrial automation environment to a computer system (200). In one embodiment, the method comprises the following steps: executing (S15) a process data model (400) on the device (100) to generate estimated process data (D200); Determining (S20) that the estimated process data (D200) deviate from real process data (D100) by more than a threshold value; and only if the estimated process data (D200) deviate from the real process data (D100) by more than the threshold value: transmission (S25) of information representing the real process data (D100) from the device (100) to the computer system (200).