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, assuring product quality and analyzing biomedical signal leading to diagnostic tools. 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 chemometric techniques
Introduces specific illustrative industrial applications using the chemometric techniques
Demonstrates several applications to beverage quality monitoring
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
Includes casestudy-based approach to the topics with MATLAB and SIMULINK source codes

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Yes, you can access Chemometric Monitoring by Madhusree Kundu,Palash Kumar Kundu,Seshu K. Damarla in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Analytic Chemistry. We have over one million books available in our catalogue for you to explore.

Information

Publisher

CRC Press

Year

2017

ISBN

9781351651189

Edition

Topic

Physical Sciences

Subtopic

Analytic Chemistry

Cover
Half Title
Title Page
Copyright Page
Dedication
Contents
Preface
Acknowledgments
About the Authors
Introduction
Chapter 1 Data generation, collection, analysis, and preprocessing
Chapter 2 Chemometric techniques: Theoretical postulations
Chapter 3 Classification among various process operating conditions
Chapter 4 Detection of abnormal operating conditions in processes using moving window-based pattern matching
Chapter 5 Design of an automated tea grader
Chapter 6 Water quality monitoring: Design of an automated classification and authentication tool
Chapter 7 Miscellaneous application of chemometrics
Index