书目名称 | Digital Twins | 副标题 | Tools and Concepts f | 编辑 | Christoph Herwig,Ralf Pörtner,Johannes Möller | 视频video | | 概述 | First book to provide an overview of the role of digital twins in bioprocessing.Describes fundamental concepts and tools.Explores new and efficient methods for research and development, and smart manu | 丛书名称 | Advances in Biochemical Engineering/Biotechnology | 图书封面 |  | 描述 | 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-dri | 出版日期 | Book 2021 | 关键词 | Process modeling; Digitalization; Biopharmaceutical production; Virtual instrumentation; Industry 4; 0 | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-71660-8 | isbn_softcover | 978-3-030-71662-2 | isbn_ebook | 978-3-030-71660-8Series ISSN 0724-6145 Series E-ISSN 1616-8542 | issn_series | 0724-6145 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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