Digital Twins Applications to the Design and Optimization of Bioprocesses
This is the second of two volumes that together provide an overview of the latest advances in the generation and application of digital twins in bioprocess design and optimization. Both processes have undergone significant changes over the past few decades, moving from data-driven approaches into th...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2021, 2021
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| Edition: | 1st ed. 2021 |
| Series: | Advances in Biochemical Engineering/Biotechnology
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Potential of model-based design of experiments approaches for bioprocess scale-down
- Digital Twins and Their Role in Model-Assisted Design of Experiments
- Digital twins for bioprocess control strategy development and realization
- The Kalman filter for the supervision of cultivation processes.-The challenge of implementing digital twins in operating value chains
- Digital twins in the (bio)pharma industry
- Numerical methods for the design and description of in vitro expansion processes of human mesenchymal stem cells
- Euler-Lagrangian Simulations: A Proper Tool for Predicting Cellular Performance in Industrial Scale Bioreactors