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Digital Twins: Applications to the Design and Optimization of Bioprocesses, Herwig Christoph, Pцrtner Ralf, Mцller Johannes


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Автор: Herwig Christoph, Pцrtner Ralf, Mцller Johannes
Название:  Digital Twins: Applications to the Design and Optimization of Bioprocesses
ISBN: 9783030716585
Издательство: Springer
Классификация:



ISBN-10: 3030716589
Обложка/Формат: Paperback
Страницы: 264
Вес: 0.37 кг.
Дата издания: 10.05.2022
Серия: Advances in biochemical engineering/biotechnology
Язык: English
Издание: 1st ed. 2021
Иллюстрации: Vii, 254 p.
Размер: 23.39 x 15.60 x 1.40 cm
Читательская аудитория: Professional & vocational
Подзаголовок: Applications to the design and optimization of bioprocesses
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: Potential of model-based design of experiments approaches for bioprocess scale-down.- Digital Twins and Their Role in Model-Assisted Design of Experiments.- Digital twins for bioprocess control strategy development and realization.- The Kalman filter for



Digital Twins: Applications to the Design and Optimization of Bioprocesses

Автор: Herwig Christoph, Pцrtner Ralf, Mцller Johannes
Название: Digital Twins: Applications to the Design and Optimization of Bioprocesses
ISBN: 3030716554 ISBN-13(EAN): 9783030716554
Издательство: Springer
Цена: 41925.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Potential of model-based design of experiments approaches for bioprocess scale-down.- Digital Twins and Their Role in Model-Assisted Design of Experiments.- Digital twins for bioprocess control strategy development and realization.- The Kalman filter for the supervision of cultivation processes.-The challenge of implementing digital twins in operating value chains.- Digital twins in the (bio)pharma industry.- Numerical methods for the design and description of in vitro expansion processes of human mesenchymal stem cells.- Euler-Lagrangian Simulations: A Proper Tool for Predicting Cellular Performance in Industrial Scale Bioreactors.


Optimization and Applicability of Bioprocesses

Автор: Vipin Chandra Kalia; Hemant J. Purohit; Atul N. Va
Название: Optimization and Applicability of Bioprocesses
ISBN: 9811068623 ISBN-13(EAN): 9789811068621
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This book argues that the sustainable management of resources requires a systematic approach that primarily involves the integration of green innovative biotechnological strategies and eco-engineering.

Measurement, Monitoring, Modelling and Control of Bioprocesses

Автор: Carl-Fredrik Mandenius; Nigel J Titchener-Hooker
Название: Measurement, Monitoring, Modelling and Control of Bioprocesses
ISBN: 3642445381 ISBN-13(EAN): 9783642445385
Издательство: Springer
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Цена: 36570.00 р.
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Описание: Automated Measurement and Monitoring of Bioprocesses: Key Elements of the M3C Strategy, by Bernhard Sonnleitner Automatic Control of Bioprocesses, by Marc Stanke, Bernd Hitzmann An Advanced Monitoring Platform for Rational Design of Recombinant Processes, by G.

Group Search Optimization for Applications in Structural Design

Автор: Lijuan Li; Feng Liu
Название: Group Search Optimization for Applications in Structural Design
ISBN: 3642268471 ISBN-13(EAN): 9783642268472
Издательство: Springer
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Цена: 19589.00 р.
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Описание: Written by leading experts, this book contains recent research on group search optimization with applications in structural design. It details the latest research work related with particle swarm optimizer algorithm and group search optimizer algorithm.

Artificial Intelligence In Highway Location And Alignment Optimization: Applications Of Genetic Algorithms In Searching, Evaluating, And Optimizing Highway Location And Alignments

Автор: Kang Min-wook, Schonfeld Paul
Название: Artificial Intelligence In Highway Location And Alignment Optimization: Applications Of Genetic Algorithms In Searching, Evaluating, And Optimizing Highway Location And Alignments
ISBN: 9813272805 ISBN-13(EAN): 9789813272804
Издательство: World Scientific Publishing
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Цена: 14256.00 р.
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Описание: This monograph provides a comprehensive overview of methods for searching, evaluating, and optimizing highway location and alignments using genetic algorithms (GAs), a powerful Artificial Intelligence (AI) technique. It presents a two-level programming structure to deal with the effects of varying highway location on traffic level changes in surrounding road networks within the highway location search and alignment optimization process. In addition, the proposed method evaluates environmental impacts as well as all relevant highway costs associated with its construction, operation, and maintenance. The monograph first covers various search methods, relevant cost functions, constraints, computational efficiency, and solution quality issues arising from optimizing the highway alignment optimization (HAO) problem. It then focuses on applications of a special-purpose GA in the HAO problem where numerous highway alignments are generated and evaluated, and finally the best ones are selected based on costs, traffic impacts, safety, energy, and environmental considerations. A review of other promising optimization methods for the HAO problem is also provided in this monograph.

Optimization and Applicability of Bioprocesses

Автор: Hemant J. Purohit; Vipin Chandra Kalia; Atul N. Va
Название: Optimization and Applicability of Bioprocesses
ISBN: 9811349622 ISBN-13(EAN): 9789811349621
Издательство: Springer
Рейтинг:
Цена: 20962.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book argues that the sustainable management of resources requires a systematic approach that primarily involves the integration of green innovative biotechnological strategies and eco-engineering.

Measurement, Monitoring, Modelling and Control of Bioprocesses

Автор: Carl-Fredrik Mandenius; Nigel J Titchener-Hooker
Название: Measurement, Monitoring, Modelling and Control of Bioprocesses
ISBN: 3642368379 ISBN-13(EAN): 9783642368370
Издательство: Springer
Рейтинг:
Цена: 46118.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Automated Measurement and Monitoring of Bioprocesses: Key Elements of the M3C Strategy, by Bernhard Sonnleitner Automatic Control of Bioprocesses, by Marc Stanke, Bernd Hitzmann An Advanced Monitoring Platform for Rational Design of Recombinant Processes, by G.

Engineering Applications of Discrete Element Method: Operation Analysis and Optimization Design of Coal and Agricultural Machinery

Автор: Wang Xuewen, Li Bo, Xia Rui
Название: Engineering Applications of Discrete Element Method: Operation Analysis and Optimization Design of Coal and Agricultural Machinery
ISBN: 9811579792 ISBN-13(EAN): 9789811579790
Издательство: Springer
Цена: 20962.00 р.
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Описание: This book introduces the engineering application of the discrete element method (DEM), especially the simulation analysis of the typical equipment (scraper conveyor, coal silos, subsoiler) in the coal and agricultural machinery.

Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems

Автор: Esther Andr?s-P?rez; Leo M. Gonz?lez; Jacques Peri
Название: Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems
ISBN: 3030078876 ISBN-13(EAN): 9783030078874
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This book contains thirty-five selected papers presented at the International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN 2017). This was one of the Thematic Conferences of the European Community on Computational Methods in Applied Sciences (ECCOMAS).Topics treated in the various chapters reflect the state of the art in theoretical and numerical methods and tools for optimization, and engineering design and societal applications. The volume focuses particularly on intelligent systems for multidisciplinary design optimization (mdo) problems based on multi-hybridized software, adjoint-based and one-shot methods, uncertainty quantification and optimization, multidisciplinary design optimization, applications of game theory to industrial optimization problems, applications in structural and civil engineering optimum design and surrogate models based optimization methods in aerodynamic design.

Engineering Applications of Discrete Element Method: Operation Analysis and Optimization Design of Coal and Agricultural Machinery

Автор: Wang Xuewen, Li Bo, Xia Rui
Название: Engineering Applications of Discrete Element Method: Operation Analysis and Optimization Design of Coal and Agricultural Machinery
ISBN: 9811579768 ISBN-13(EAN): 9789811579769
Издательство: Springer
Рейтинг:
Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book introduces the engineering application of the discrete element method (DEM), especially the simulation analysis of the typical equipment (scraper conveyor, coal silos, subsoiler) in the coal and agricultural machinery.

Digital Human Modeling. Applications in Health, Safety, Ergonomics, and Risk Management: Ergonomics and Design

Автор: Vincent G. Duffy
Название: Digital Human Modeling. Applications in Health, Safety, Ergonomics, and Risk Management: Ergonomics and Design
ISBN: 3319584626 ISBN-13(EAN): 9783319584621
Издательство: Springer
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Цена: 9781.00 р.
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Описание: The two-volume set LNCS 10286 + 10287 constitutes the refereed proceedings of the 8th International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics, and Risk Management, DHM 2017, held as part of HCI International 2017 in Vancouver, BC, Canada.

HCII 2017 received a total of 4340 submissions, of which 1228 papers were accepted for publication after a careful reviewing process.
The 75 papers presented in these volumes were organized in topical sections as follows:
Part I: anthropometry, ergonomics, design and comfort; human body and motion modelling; smart human-centered service system design; and human-robot interaction.
Part II: clinical and health information systems; health and aging; health data analytics and visualization; and design for safety.

Evolutionary Global Optimization, Manifolds and Applications

Автор: Hime Aguiar e Oliveira Junior
Название: Evolutionary Global Optimization, Manifolds and Applications
ISBN: 3319264664 ISBN-13(EAN): 9783319264660
Издательство: Springer
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Цена: 15672.00 р.
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Описание: This book presents powerful techniques for solving global optimization problems on manifolds by means of evolutionary algorithms, and shows in practice how these techniques can be applied to solve real-world problems. Here, these problems are reformulated as constrained global optimization tasks and solved with the help of Fuzzy ASA.


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