Machine Learning and Hybrid Modelling for Reaction Engineering

Machine Learning and Hybrid Modelling for Reaction Engineering PDF Author: Dongda Zhang
Publisher: Royal Society of Chemistry
ISBN: 1839165634
Category : Science
Languages : en
Pages : 441

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Book Description

Machine Learning and Hybrid Modelling for Reaction Engineering

Machine Learning and Hybrid Modelling for Reaction Engineering PDF Author: Dongda Zhang
Publisher: Royal Society of Chemistry
ISBN: 1839165634
Category : Science
Languages : en
Pages : 441

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Book Description


34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering

34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering PDF Author: Flavio Manenti
Publisher: Elsevier
ISBN: 0443288259
Category : Technology & Engineering
Languages : en
Pages : 3634

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Book Description
The 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, contains the papers presented at the 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering joint event. It is a valuable resource for chemical engineers, chemical process engineers, researchers in industry and academia, students, and consultants for chemical industries. Presents findings and discussions from the 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering joint event

32nd European Symposium on Computer Aided Process Engineering

32nd European Symposium on Computer Aided Process Engineering PDF Author: Ludovic Montastruc
Publisher: Elsevier
ISBN: 032395880X
Category : Technology & Engineering
Languages : en
Pages : 1760

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Book Description
32nd European Symposium on Computer Aided Process Engineering: ESCAPE-32 contains the papers presented at the 32nd European Symposium of Computer Aided Process Engineering (ESCAPE) event held in Toulouse, France. It is a valuable resource for chemical engineers, chemical process engineers, researchers in industry and academia, students and consultants for chemical industries who work in process development and design. Presents findings and discussions from the 32nd European Symposium of Computer Aided Process Engineering (ESCAPE) event

Current Developments in Biotechnology and Bioengineering

Current Developments in Biotechnology and Bioengineering PDF Author: Ashok Pandey
Publisher: Elsevier
ISBN: 0323984835
Category : Technology & Engineering
Languages : en
Pages : 523

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Book Description
Advances in Bioprocess Engineering, the latest release in the Current Developments in Biotechnology and Bioengineering series, provides a comprehensive overview of bioprocess systems, kinetics, bioreactor design, batch and continuous reactors and introduces key principles that enable bioprocess engineers to engage in analysis, optimization and design with consistent control over biological and chemical transformations. The bioprocessing sector is also updating its technologies with state-of-the art techniques to keep up with the rising demand of the industry and R&D. This book covers these aspects, taking readers through a step-by-step journey of bioprocessing while also guiding them towards a new era and future. Covers state-of-the-art, technological advancements in the field of bioprocessing Includes design and scale-up of bioreactors, monitoring and control systems, advances in upstream and downstream processing Includes design and development of fermentation processes such as the suitability of experimental design, full factorial, central composite design, Box-Behnken, Plackett-Burman, and more

Hybrid Modeling in Process Industries

Hybrid Modeling in Process Industries PDF Author: Jarka Glassey
Publisher: CRC Press
ISBN: 1351184350
Category : Science
Languages : en
Pages : 177

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Book Description
This title introduces the underlying theory and demonstrates practical applications in different process industries using hybrid modeling. It reviews hybrid modeling approach applicability in wide range of process industries, recommends how to increase hybrid model performance and throw Insights into cost efficient practices in modeling techniques Discusses advance process operation maximizing the benefits of available process knowledge and Includes real-life and practical case studies

Smart Manufacturing

Smart Manufacturing PDF Author: Masoud Soroush
Publisher: Elsevier
ISBN: 0128203811
Category : Technology & Engineering
Languages : en
Pages : 530

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Book Description
Research efforts in the past decade have led to considerable advances in the concepts and methods of smart manufacturing. Smart Manufacturing: Applications and Case Studies includes information about the key applications of these new methods, as well as practitioners’ accounts of real-life applications and case studies. Written by thought leaders in the field from around the world, Smart Manufacturing: Applications and Case Studies is essential reading for graduate students, researchers, process engineers and managers. It is complemented by a companion book titled Smart Manufacturing: Concepts and Methods, which describes smart manufacturing methods in detail. Includes examples of applications of smart manufacturing in process industries Provides a thorough overview of the subject and practical examples of applications through well researched case studies Offers insights and accounts of first-hand experiences to motivate further implementations of the key concepts of smart manufacturing

Computer-Aided Modeling of Reactive Systems

Computer-Aided Modeling of Reactive Systems PDF Author: Warren E. Stewart
Publisher: John Wiley & Sons
ISBN: 0470282029
Category : Science
Languages : en
Pages : 288

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Book Description
Learn to apply modeling and parameter estimation tools and strategies to chemicalprocesses using your personal computer This book introduces readers to powerful parameter estimation and computational methods for modeling complex chemical reactions and reaction processes. It presents useful mathematical models, numerical methods for solving them, and statistical methods for testing and discriminating candidate models with experimental data. Topics covered include: Chemical reaction models Chemical reactor models Probability and statistics Bayesian estimation Process modeling with single-response data Process modeling with multi-response data Computer software (Athena Visual Studio) is available via a related Web site http://www.athenavisual.com enabling readers to carry out parameter estimation based on their data and to carry out process modeling using these parameters. As an aid to the reader, an appendix of example problems and solutions is provided. Computer-Aided Modeling of Reactive Systems is an ideal supplemental text for advanced undergraduates and graduate students in chemical engineering courses, while it also serves as a valuable resource for practitioners in industry who want to keep up to date on the most current tools and strategies available.

New Hybrid Machine Learning Models

New Hybrid Machine Learning Models PDF Author: Diana Lucia Miholca
Publisher:
ISBN:
Category :
Languages : en
Pages : 300

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Book Description


Chemical Reactor Modeling

Chemical Reactor Modeling PDF Author: Hugo A. Jakobsen
Publisher: Springer Science & Business Media
ISBN: 3540686223
Category : Technology & Engineering
Languages : en
Pages : 1244

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Book Description
This book closes the gap between Chemical Reaction Engineering and Fluid Mechanics. It provides the basic theory for momentum, heat and mass transfer in reactive systems. Numerical methods for solving the resulting equations as well as the interplay between physical and numerical modes are discussed. The book is written using the standard terminology of this community. It is intended for researchers and engineers who want to develop their own codes, or who are interested in a deeper insight into commercial CFD codes in order to derive consistent extensions and to overcome "black box" practice. It can also serve as a textbook and reference book.

Modelling of Chemical Process Systems

Modelling of Chemical Process Systems PDF Author: Syed Ahmad Imtiaz
Publisher: Elsevier
ISBN: 0128241993
Category : Computers
Languages : en
Pages : 360

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Book Description
Models and simulations are widely being used for design, optimization, fault detection and diagnosis, and various other decision-making purposes. Increasingly, models are developed at different scales and levels, all the way from molecular level to the large-scale process systems scale. Modelling of Chemical Process Systems gives readers a feel for the multiscale modelling. As models have been developed for various applications, a general systematic method for building model has emerged. This book starts with the history of modelling and its usefulness, describing modelling steps in detail. Examples have been chosen carefully from both conventional chemical process systems to contemporary systems, including fuel cell and bioprocesses. Modelling theories are complemented with case studies that explain step-by-step modelling methodologies. This book also introduces the application of machine learning techniques to model chemical process systems. This makes the book an indispensable reference for academics and professionals working in modelling and simulation. Includes case studies that explain step-by-step modelling methodologies Covers detailed multiscale modelling of chemical processes, providing examples from traditional and novel areas Provides modelling insight at micro and macro-scale levels, including machine learning techniques