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Chemometric Monitoring: Product Quality Assessment, Process Fault Detection, and Applications
Madhusree Kundu
Paperback. CRC Press 2017-10-01.
ISBN 9781138746213
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Buy from Amazon.co.uk
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Publisher description
Data collection, compression, storage, and interpretation have become mature technologies over the years. Extraction of meaningful information from the process historical database seems to be a natural and logical choice. In view of this, the proposed book aims to apply the data driven knowledge base in ensuring safe process operation through timely detection of process abnormal and normal operating conditions. The book poses an open invitation for an interface which is required henceforth, in practical implementation of the propositions and possibilities referred in the book. It poses a challenge to the researchers in academia towards the development of more sophisticated algorithms. The proposed book also incites applications in diversified areas.
Key Features:
Presents discussion of several modern and popular multivariate statistical techniques.
Specific illustrative industrial applications of the multivariate techniques introduced.
Explains demonstrations on several simulated processes with applications to beverage processes.
Provides all the algorithms developed for the automated device design, data files, sources for biomedical signals and their pre-processing steps, and all the process models requited to simulate process normal/faulty data.
Case study based approach to the topics with MATLAB and SIMULINK source codes and ASPEN Plus flow sheets
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Chemometric Monitoring: Product Quality Assessment, Process Fault Detection, and Applications
Book reviews » Chemometric Monitoring: Product Quality Assessment, Process Fault Detection, and Applications
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