data analytics

The acquisition of data is both time-consuming and cost-intensive. For this reason, measurements should be planned and conducted in a precise and application-oriented manner, as well as the full potential utilized. ion-twin helps in planning and conducting of measurements as well as in the analysis of data. In addition to laboratory data, field data also provide essential information about the behavior of our battery. Together with our digital battery, ion-twin can support your products in the best possible way.  This allows you to adjust operating windows, detect possible failures early and transfer findings from the field to the early phase of development, … 

In addition to the state analysis by the digital battery, ion-twin uses classical filters, AI as well as statistical methods to derive cell states and detect anomalies with a reduced number of sensors.

Laboratory data: Analysis, evaluation, consulting

Field data: Digital twin ‚ion-twin‘, analysis and evaluation