Machine Learning and Hybrid Modelling for Reaction Engineering

Machine Learning and Hybrid Modelling for Reaction Engineering
Title Machine Learning and Hybrid Modelling for Reaction Engineering PDF eBook
Author Dongda Zhang
Publisher Royal Society of Chemistry
Pages 441
Release 2023-12-20
Genre Science
ISBN 1839165634

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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
Title 34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering PDF eBook
Author Flavio Manenti
Publisher Elsevier
Pages 3634
Release 2024-06-27
Genre Technology & Engineering
ISBN 0443288259

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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
Title 32nd European Symposium on Computer Aided Process Engineering PDF eBook
Author Ludovic Montastruc
Publisher Elsevier
Pages 1760
Release 2022-06-30
Genre Technology & Engineering
ISBN 032395880X

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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

Smart Manufacturing

Smart Manufacturing
Title Smart Manufacturing PDF eBook
Author Masoud Soroush
Publisher Elsevier
Pages 530
Release 2020-08-04
Genre Technology & Engineering
ISBN 0128203811

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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

Hybrid Modeling in Process Industries

Hybrid Modeling in Process Industries
Title Hybrid Modeling in Process Industries PDF eBook
Author Jarka Glassey
Publisher CRC Press
Pages 177
Release 2018-02-01
Genre Science
ISBN 1351184350

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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

Current Developments in Biotechnology and Bioengineering

Current Developments in Biotechnology and Bioengineering
Title Current Developments in Biotechnology and Bioengineering PDF eBook
Author Ashok Pandey
Publisher Elsevier
Pages 523
Release 2022-08-18
Genre Technology & Engineering
ISBN 0323984835

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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

AI in Chemical Engineering

AI in Chemical Engineering
Title AI in Chemical Engineering PDF eBook
Author José A. Romagnoli
Publisher CRC Press
Pages 308
Release 2024-12-31
Genre Computers
ISBN 1040223478

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Industry 4.0 is revolutionizing chemical manufacturing. Today's chemical companies are swiftly embracing the digital era, recognizing the significant benefits of interconnected products, production equipment, and personnel. As technology advances and production volumes grow, there is an increasing need for new computational tools and innovative solutions to address everyday challenges. AI in Chemical Engineering: Unlocking the Power Within Data introduces readers to the essential concepts of machine learning and their application in the chemical and process industries, aiming to enhance efficiency, adaptability, and profitability. This work delves into the transformation of traditional plant operations into integrated and intelligent systems, providing readers with a foundation for developing and understanding the tools necessary for data collection and analysis, thereby gaining valuable insights and practical applications. Introduces the principles and applications of unsupervised learning and discusses the role of machine learning in extracting information from plant data and transforming it into knowledge Conveys the concepts, principles, and applications of supervised learning, setting the stage for developing advanced monitoring systems, complex predictive models, and advanced computer vision applications Explores implementation of reinforced learning ideas for chemical process control and optimization, investigating various model structures and discussing their practical implementation in both simulation and experimental units Incorporates sample code examples in Python to illustrate key concepts Includes real-life case studies in the context of chemical engineering and covers a wide variety of chemical engineering applications from oil and gas to bioengineering and electrochemistry Clearly defines types of problems in chemical engineering subject to AI solutions and relates them to subfields of AI This practical text, designed for advanced chemical engineering students and industry practitioners, introduces concepts and theories in a logical and sequential manner. It serves as an essential resource, helping readers understand both current and emerging developments in this important and evolving field.