Digital Twins

Name: Digital Twins
Brand: Springer Nature Switzerland AG
SKU: 9783030716554
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Autor: Johannes Möller, Ralf Pörtner

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Editura: Springer Nature Switzerland AG

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This is the second of two volumes that together provide an overview of the latest advances in the ge...

Informații despre carte

Autor

Johannes Möller, Ralf Pörtner

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2021

Pagini

264

EAN

9783030716554

ISBN

3030716554

Enbook ID

35739861

Editura

Springer Nature Switzerland AG

Greutate

565

Dimensiuni

160 x 241 x 20

Descriere completă

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 the 21st-century digitalization of the bioprocess industry. Moreover, the high demand for biotechnological products calls for efficient methods during research and development, as well as during tech transfer and routine manufacturing. In this regard, one promising tool is the use of digital twins, which offer a virtual representation of the bioprocess. They reflect the mechanistics of the biological system and the interactions between process parameters, key performance indicators and product quality attributes in the form of a mathematical process model. Furthermore, digital twins allow us to use computer-aided methods to gain an improved process understanding, to test and plan novel bioprocesses, and to efficiently monitor them. This book focuses on the application of digital twins in various contexts, e.g. computer-aided experimental design, seed train prediction, and lifeline analysis. Covering fundamentals as well as applications, the two volumes offers the ideal introduction to the topic for researchers in academy and industry alike.

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