Hybrid Modeling in Process Industries

Jarka Glassey, Moritz von Stosch

February 14, 2018 by CRC Press
Reference - 219 Pages - 95 B/W Illustrations
ISBN 9781498740869 - CAT# K26712

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Reviews hybrid modeling approach applicability in wide range of process industries

Recommends how to increase hybrid model performance

Insights into cost efficient practices in modeling techniques

Discusses advance process operation maximizing the benefits of available process knowledge

Includes real-life, practical case studies


This title introduces the underlying theory and demonstrates practical applications in different process industries using hybrid modeling. The fundamental part covers questions on “How to develop a hybrid model?”, “How to represent and identify unknown parts?”, “How to enhance the model quality by design of experiments?” and “How to compare different hybrid models?” together with tips and good practices for the efficient development of high quality hybrid models. The application part covers the utilization of hybrid modeling for typical process operation and design applications in industries such as chemical, petrochemical, biochemical, food and pharmaceutical process engineering.