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The trend of Industry 4.0, automation in different manufacturing processes has triggered the implementation of Industrial IoT (IIoT) systems and the use of data-driven predictive modelling to improve the availability of production systems. The implementation of such advanced technologies brings about a number of challenges. This paper introduces the various challenges related to the data collection, its transmission and transformation and how the introduction of intelligent IIoT devices, such as the NRG digital solid state relays by Carlo Gavazzi, can alleviate such issues.