implementation strategy

Machine learning offers a wide range of potential, especially in production, and is therefore becoming increasingly important. However, small and medium-sized businesses are lacking guidelines that are specifically tailored to their individual challenges to guide them step-by-step through the process. In conjunction with a potential analysis, the determination of relevant prerequisites and a maturity assessment, this article can serve as a guide for SMEs.

Due to a lack of energy consumption transparency, manufacturing companies are struggling to identify the energetic cost drivers within a factory. Energy transparency can be reached through the aid of suitable measuring technologies. However, the gained transparency must be used intelligently to obtain economic benefits. One possible solution is the use of modern information technologies that are provided by the Industry 4.0. Maximum synergies can only be achieved through a holistic implementation of Industry 4.0, by taking the business model, the operational processes, the technology and the employees into account. A corresponding strategy for the implementation of Industry 4.0 in the context of energy transparency is introduced in this article.