Knowledge Based Artificial Neural Network For Process Modelling And Control

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Knowledge Based Artificial Neural Network For Process Modelling And Control

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Author : Gary M. Scott
language : en
Publisher:
Release Date : 1993

Knowledge Based Artificial Neural Network For Process Modelling And Control written by Gary M. Scott and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with categories.

Advanced Control Of Chemical Processes 1994

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Author : D. Bonvin
language : en
Publisher: Elsevier
Release Date : 2014-05-23

Advanced Control Of Chemical Processes 1994 written by D. Bonvin and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-23 with Technology & Engineering categories.

This publication brings together the latest research findings in the key area of chemical process control; including dynamic modelling and simulation - modelling and model validation for application in linear and nonlinear model-based control: nonlinear model-based predictive control and optimization - to facilitate constrained real-time optimization of chemical processes; statistical control techniques - major developments in the statistical interpretation of measured data to guide future research; knowledge-based v model-based control - the integration of theoretical aspects of control and optimization theory with more recent developments in artificial intelligence and computer science.

Neural Networks In Bioprocessing And Chemical Engineering

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Author : D. R. Baughman
language : en
Publisher: Academic Press
Release Date : 2014-06-28

Neural Networks In Bioprocessing And Chemical Engineering written by D. R. Baughman and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-28 with Science categories.

Neural networks have received a great deal of attention among scientists and engineers. In chemical engineering, neural computing has moved from pioneering projects toward mainstream industrial applications. This book introduces the fundamental principles of neural computing, and is the first to focus on its practical applications in bioprocessing and chemical engineering. Examples, problems, and 10 detailed case studies demonstrate how to develop, train, and apply neural networks. A disk containing input data files for all illustrative examples, case studies, and practice problems provides the opportunity for hands-on experience. An important goal of the book is to help the student or practitioner learn and implement neural networks quickly and inexpensively using commercially available, PC-based software tools. Detailed network specifications and training procedures are included for all neural network examples discussed in the book.Each chapter contains an introduction, chapter summary, references to further reading, practice problems, and a section on nomenclatureIncludes a PC-compatible disk containing input data files for examples, case studies, and practice problemsPresents 10 detailed case studiesContains an extensive glossary, explaining terminology used in neural network applications in science and engineeringProvides examples, problems, and ten detailed case studies of neural computing applications, including:Process fault-diagnosis of a chemical reactorLeonardKramer fault-classification problemProcess fault-diagnosis for an unsteady-state continuous stirred-tank reactor systemClassification of protein secondary-structure categoriesQuantitative prediction and regression analysis of complex chemical kineticsSoftware-based sensors for quantitative predictions of product compositions from flourescent spectra in bioprocessingQuality control and optimization of an autoclave curing process for manufacturing composite materialsPredictive modeling of an experimental batch fermentation processSupervisory control of the Tennessee Eastman plantwide control problemPredictive modeling and optimal design of extractive bioseparation in aqueous two-phase systems

Computational Intelligence Theory And Applications

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Author : Bernd Reusch
language : en
Publisher: Springer
Release Date : 2003-06-30

Computational Intelligence Theory And Applications written by Bernd Reusch and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-30 with Computers categories.

Ten years of ,,Fuzzy Days“ in Dortmund! What started as a relatively small workshop in 1991 has now become one of the best known smaller conferences on Computational Intelligence in the world. It fact, it was (to my best knowledge) the ?rst conference to use this term, in 1994, although I confess that another, larger conference was announced ?rst and the trade mark “Computational Intelligence was not coined in Dortmund. I believe, that the success of this conference is grounded on the quality of its reviewedandinvitedpapersaswellasitsgoodorganization. Fromthebeginning, we have sent every paper anonymously to ?ve referees, and we have always accepted only around 50% of the papers sent in. This year it was a little less than that. I would like to thank everybody who helped us by considering Dortmund’s Fuzzy Days as the conference at which to appear. I know that among the - stracts not accepted there were some quite good ones, but we were restricted to a ?xed number. I also know that referees do a good job but cannot always judge wisely from abstracts. Hence my apologies to those who did not make it this year. Please try again! I would like to point out that our conference also has a good regional re- tation. I am grateful to the City of Dortmund, its Lord Mayor Dr. Langemeyer, the Dortmund project, the DFG – Deutsche Forschungsgemeinschaft, the KVR – Kommunalverband Ruhrgebiet, the Martin-Schmeißer-Stiftung, and the C- line AG/Quantum GmbH for their valuable support.

Intelligent Systems

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Author : Cornelius T. Leondes
language : en
Publisher: CRC Press
Release Date : 2018-10-08

Intelligent Systems written by Cornelius T. Leondes and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-08 with Technology & Engineering categories.

Intelligent systems, or artificial intelligence technologies, are playing an increasing role in areas ranging from medicine to the major manufacturing industries to financial markets. The consequences of flawed artificial intelligence systems are equally wide ranging and can be seen, for example, in the programmed trading-driven stock market crash of October 19, 1987. Intelligent Systems: Technology and Applications, Six Volume Set connects theory with proven practical applications to provide broad, multidisciplinary coverage in a single resource. In these volumes, international experts present case-study examples of successful practical techniques and solutions for diverse applications ranging from robotic systems to speech and signal processing, database management, and manufacturing.

Advanced Control Of Chemical Processes

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Author :
language : en
Publisher:
Release Date : 1991

Advanced Control Of Chemical Processes written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Chemical process control categories.

Recent Advances In Artificial Neural Networks

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Author : L. C. Jain
language : en
Publisher: CRC Press
Release Date : 2018-05-04

Recent Advances In Artificial Neural Networks written by L. C. Jain and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-04 with Computers categories.

Neural networks represent a new generation of information processing paradigms designed to mimic-in a very limited sense-the human brain. They can learn, recall, and generalize from training data, and with their potential applications limited only by the imaginations of scientists and engineers, they are commanding tremendous popularity and research interest. Over the last four decades, researchers have reported a number of neural network paradigms, however, the newest of these have not appeared in book form-until now. Recent Advances in Artificial Neural Networks collects the latest neural network paradigms and reports on their promising new applications. World-renowned experts discuss the use of neural networks in pattern recognition, color induction, classification, cluster detection, and more. Application engineers, scientists, and research students from all disciplines with an interest in considering neural networks for solving real-world problems will find this collection useful.

Modeling And Control Of Biotechnical Processes 1992 2nd Ifac Symposium And Computer Applications In Fermentation Technology 5th International Conference

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Author : Mohammed Nazmul Karim
language : en
Publisher: Pergamon
Release Date : 1992

Modeling And Control Of Biotechnical Processes 1992 2nd Ifac Symposium And Computer Applications In Fermentation Technology 5th International Conference written by Mohammed Nazmul Karim and has been published by Pergamon this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Science categories.

Hardbound. This volume provides the state-of-the-art findings of control theory and applications of biotechnical processes. Topics covered include neural networks and their applications, modeling, identification, AI and expert systems.

Computational Intelligence

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Author :
language : en
Publisher:
Release Date : 2001

Computational Intelligence written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Computational intelligence categories.

Proceedings Of International Conference On Power Electronics And Drive Systems

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Author :
language : en
Publisher:
Release Date : 2005

Proceedings Of International Conference On Power Electronics And Drive Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Electric driving, Variable speed categories.