Digital Twins Tools and Concepts for Smart Biomanufacturing
This is the first 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 the...
| 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:
- Towards the development of digital twins for the biomanufacturing industry
- When is an In silico representation a digital twin? A biopharmaceutical industry approach to the digital twin concept
- Digitalization and bioprocessing, regulatory aspects
- Usage of Digital Twins along a typical process development cycle
- Mechanistic Mathematical Models as a Basis for Process Optimization and Digital Twins
- Digital Seed Train Twins and Statistical Methods
- Digital Twins in Biomanufacturing