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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


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: 158380.00 T
Наличие на складе: Есть у поставщика 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.

Reliability Modeling With Applications: Essays In Honor Of Professor Toshio Nakagawa On His 70Th Birthday

Автор: Nakamura Syouji Et Al
Название: Reliability Modeling With Applications: Essays In Honor Of Professor Toshio Nakagawa On His 70Th Birthday
ISBN: 9814571938 ISBN-13(EAN): 9789814571937
Издательство: World Scientific Publishing
Цена: 121440.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Reliability modeling has been a major concern for engineers and managers engaged in high quality system designs. This book presents the recent advancement in reliability theory and reliability engineering.Starting from maintenance policies, the book introduces reliability analysis to systems using stochastic processes to study their optimization problems. In this book, the authors will illustrate how these techniques of reliability are applied to solve optimization problems in computer, information and network systems.

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: 279500.00 T
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: 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: 139750.00 T
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: 3642445381 ISBN-13(EAN): 9783642445385
Издательство: Springer
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Цена: 243800.00 T
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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.

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: 307450.00 T
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: 139750.00 T
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.

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: 158380.00 T
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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.

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

Автор: Andr?s-P?rez
Название: Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems
ISBN: 3319898892 ISBN-13(EAN): 9783319898896
Издательство: Springer
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Цена: 139750.00 T
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Описание: Preface.- PART I: Adjoint Methods for Optimisation, Mesh Adaptation and Uncertainty Quantification.- Gradient projection, constraints and surface regularization methods in adjoint shape optimization, by Pavlos P. Alexias and Eugene De Villiers.- Adjoint Shape Optimisation using model Boundary Representation, by E. Andres-Perez et al..- CAD and Adjoint based Multipoint Optimization of an Axial Turbine Profile, by Ismael Sanchez Torreguitart, Tom Verstraete, and Lasse Mueller.- A Comparative Study of Two Different CAD-Based Mesh Deformation Methods for Structural Shape Optimization, by Marc Schwalbach, Tom Verstraete, Jens-Dominik Miller, and Nicolas R. Gauger.- Node-based Adjoint Surface Optimization of U-bend duct for pressure loss reduction, by Giacomo Alessi, Lilla Koloszar, Tom Verstraete, and J. van Beeck.- On the Properties of Solutions of the 2D Adjoint Euler Equations, by Carlos Lozano.- Finite Transformation Rigid Motion Mesh Morpher, by Athanasios G. Liatsikouras, Guillaume Pierrot, Gabriel Fougeron, and George S. Eleftheriou.- The Unsteady Continuous Adjoint Method Assisted by the Proper Generalized Decomposition Method, by V. S. Papageorgiou, K. D. Samouchos and K. C. Giannakoglou.- A Two-Step Mesh Adaptation Tool Based on RBF with application to turbomachinery Optimization Loops, by Flavio Gagliardi, Konstantinos T. Tsiakas and Kyriakos C. Giannakoglou.- Adjoint-based Aerodynamic Optimisation of Wing Shape Using Non-Uniform Rational B-splines, by Xingchen Zhang, Rejish Jesudasan and Jens-Dominik Mьller.- PART II: Surrogate-assisted Optimization of Real World problems.- A comparative evaluation of surrogate models for transonic wing shape optimization, by Emiliano Iuliano.- Study of the influence of the initial a-priori training dataset size in the efficiency and convergence of surrogate-based evolutionary optimization, by Daniel Gonzalez Juarez and Esther Andres Perez.- Garteur AD/AG52: Surrogate-based global optimization methods in preliminary aerodynamic design, by E. Andres-Perez et al..- A Response Surface Based Strategy for Accelerated Compressor Map Computation, by Dmitrij Ivanov, Dieter Bestle, and Christian Janke.- Surrogate-Based Shape Optimization of the ERCOFTAC Centrifugal Pump Impeller, by Remo De Donno and Stefano Rebay and Antonio Ghidoni.- CFD based Design Optimization of a Cabinet Nitrogen Generator, by Bбrbara Arizmendi Gutiйrrez and Edmondo Minisci.- Delaunay-based global optimization in nonconvex domains defined by hidden constraints, by Shahrouz Ryan Alimo, Pooriya Beyhaghi, and Thomas R. Bewley.- PART III: Applications of optimization in engineering design automation.- Optimized Vehicle Dynamics Virtual Sensing using Metaheuristic Optimization and Unscented Kalman Filter, by Manuel Acosta and Stratis Kanarachos.- On Combinatorial Problem Representation based Ascent Assembly Design Optimization, by Michael Hellwig, Doris Entner, Thorsten Prante, Alexandru-Ciprian Zavoianu, Martin Schwarz, and Klara Fink.- On the Optimization of 2D Path Network Layouts in Engineering Designs via Evolutionary Computation Techniques, by Alexandru-Ciprian Ziivoianu, Susanne Saminger-Platz, Doris Entner, Thorsten Prante, Michael Hellwig, Martin Schwarz, and Klara Fink.- Taking Advantage of 3D Printing so as to Simultaneously Reduce Weight and Mechanical Bonding Stress, by Markus Schatz, Robert Schweikle, Christian Lausch, Michael Jentsch and Werner Konrad.- Interactive Optimization of Path Planning for a Robot Enabled by Virtual Commissioning, by Ruth Fleisch, Doris Entner, Thorsten Prante, Reinhard Pfefferkorn.- Box-Type Boom Design using Surrogate Modeling: Introducing an Industrial Optimization Benchmark, by Philipp Fleck, Doris Entner, Clemens Munzer, Michael Kommenda, Thorsten Prante, Martin Schwarz, Martin Hachl, and Michael Affenzeller.- Knowledge Objects Enable Mass-Individualization, by Joel Johansson and Fredrik Elgh.- Free-form Optimization of a Shell Structure with Curvature Constraint,

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: 139750.00 T
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.

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
Рейтинг:
Цена: 130590.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
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.

Engineering Optimization - Methods and Applications 2e

Автор: Ravindran
Название: Engineering Optimization - Methods and Applications 2e
ISBN: 0471558141 ISBN-13(EAN): 9780471558149
Издательство: Wiley
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Цена: 156230.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The classic introduction to engineering optimization theory and practice--now expanded and updated Engineering optimization helps engineers zero in on the most effective, efficient solutions to problems. This text provides a practical, real-world understanding of engineering optimization.


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