Harnessing the Power of Data Analytics to Derive Process Intelligence for Pharma
Presented by
Santosh Whatkar, Senior Manager, Automation and Digital Technology at Pfizer
About this talk
Full Title: Harnessing the Power of Data Analytics to Derive Process Intelligence for Pharma Manufacturing
Presented by Santosh Whatkar, Senior Manager, Automation and Digital Technology at Pfizer
At Pfizer Singapore, significance of Data Analytics was realized after a period of 1 and half years when we were able to successfully implement the pilot use cases enabling us with Digital capabilities.
It would be a sharing with the audience about the Pfizer, Singapore journey of Digital Transformation and the various learnings along the way; which enabled several attributes from teamwork, persistence, believing the vision and doing things differently. Data Analytics significance was realized after passing through this journey and we were enlightened with the amazing capabilities existing data can have. Although our problem statements existed for several years, the change in perspective of using Digital technologies and existing data enabled us to find robust solutions.
Below case studies would elaborate more on the enhancing Pfizer’s manufacturing robustness leveraging on Digital Transformation capabilities –
Case Studies:
• Model based real time estimation of loss of drying
• Model based predictive ability of failure for automated valves
• Virtual sensors for energy monitoring in manufacturing environment
Case Study:
• Process condition monitoring using Machine Learning
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