Digital Twins - Tools and Concepts for Smart Biomanufacturing (Paperback, 1st ed. 2021)

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 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 explains the mathematical structure of digital twins, their development and the model's respective parts, as well as concepts for the knowledge-driven generation and structural variability of digital twins. Covering fundamentals as well as applications, the two volumes offer the ideal introduction to the topic for researchers in academy and industry alike.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Advances in Biochemical Engineering/Biotechnology, 176
Release date:	April 2022
First published:	2021
Editors:	Christoph Herwig • Ralf Poertner • Johannes Moeller
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	262
Edition:	1st ed. 2021
ISBN-13:	978-3-03-071662-2
Categories:	Books > Professional & Technical > Biochemical engineering > Biotechnology > General Books > Professional & Technical > Mechanical engineering & materials > Production engineering > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-03-071662-7
Barcode:	9783030716622

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