Words such as smart devices, big data and predictive maintenance are inspiring many automation manufacturers. Maintaining uptime based on predictive maintenance will bring added value to new systems in the future. At the same time, more and more companies are realizing that data-based service expansion can be a real business advantage for them, and that this forward-looking business model will help maintain customer loyalty over the long term.

The methods used in industrial analysis help to achieve this goal. Machine learning and artificial intelligence technologies allow manufacturers to better understand machine behavior, thus summarizing the structure and patterns of machine operation and providing new insights into data relationships. The industrial analysis process must be a well organized process.