10. Data Analytics
The plant data collected and provided by the integration layer is collected by KIST‘s data analytics product. This enables the generation of chronological data models, which are used to derive analytical insights, for example, about the behavior of a component prior to recurring maintenance cases. Bottlenecks, rejects, rework, and downtimes can all be avoided at an early stage by comparing the historical sensor data with live data from the plant. Over the course of time and the increasing amount of data, the insights and statements have more and more precision and the process flow can be constantly optimized.