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Published on: September 22, 2011
An integrated data management and informatics framework for continuous drug product manufacturing processes: A case
Yingjie Chen1, Chaitanya Sampat2, Yan-Shu Huang3
1Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA.
This study guides data integration for continuous pharmaceutical manufacturing under Industry 4.0, enhancing digital maturity and enabling digital twins for improved efficiency.
Area of Science:
- Pharmaceutical Manufacturing
- Industry 4.0
- Data Integration
Background:
- The pharmaceutical industry is transitioning to continuous manufacturing and digitalization.
- Integrated data management and informatics tools are crucial for this shift.
- Industry 4.0 technologies are key enablers for process development.
Purpose of the Study:
- To guide the development of data integration for continuous pharmaceutical manufacturing.
- To improve digital maturity within the Industry 4.0 framework.
- To facilitate the creation of digital twins for pharmaceutical processes.
Main Methods:
- Demonstration of a data integration framework in academic pilot plants.
- Showcasing integration structures and information flows.
- Discussing approaches for complex data stream mitigation.
Main Results:
- Successful employment of the data integration framework in pilot plants.
- Comprehensive details on integration structure and information flow.
- Mitigation strategies for integrating diverse data sources and ensuring security.
Conclusions:
- The developed data integration framework enhances digital maturity in continuous pharmaceutical manufacturing.
- The framework supports the development of digital twins.
- Practical challenges and opportunities for Industry 4.0 implementation are identified.
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