Using the Functional Data Explorer to Combine Online With Offline Data for Statistical Analysis (2020-EU-EPO-344)
Jan 30, 2020 7:44 AM
| Last Modified: Apr 7, 2020 12:52 PM
Sven Steinbusch, Senior Project Leader Upstream, Lonza AG Martin Demel, JMP Senior Systems Engineer, SAS
The ability to explore the knowledge behind data will be an important strategic asset in the future. For offline data, statistical analysis are well established and are used extensively. The statistical analysis of online data and its correlation to the respective offline data is highly complex. However, the implementation of new data analysis tools in JMP Pro provides a way to make online data readily available for statistical analysis.
Using the Functional Data Explorer (FDE) and the Generalised Regression application, we successfully analysed data of a biopharmaceutical process and discovered hidden and unexpected correlations between online and offline data. These new tools allow us to gain more understanding of our processes, which in turn will allow us to better identify options in order to optimize our processes.