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Beschreibung
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. 320,99 €
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Technische Daten
Erscheinungsdatum
27.04.2022
Sprache
Englisch
EAN
9783030716585
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Advances in Biochemical Engineering/Biotechnology
Sonderedition
Nein
Seitenanzahl
254
Einbandart
Broschiert
Buch Untertitel
Applications to the Design and Optimization of Bioprocesses
Schlagwörter
Process modeling, Digitalization, Biopharmaceutical production, Virtual instrumentation, Industry 4.0, Digital transformation, biochemical engineering
Thema-Inhalt
TCB - Biotechnologie
UYQ - Künstliche Intelligenz
TGP - Fertigungstechnik und Ingenieurwesen
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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