Chemometric Monitoring : Product Quality Assessment, Process Fault Detection, and Applications.
"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 knowled...
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| Format: | eBook |
| Language: | English |
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Milton :
CRC Press,
2017.
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| Online Access: | Connect to the full text of this electronic book |
| Summary: | "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 techniquesIntroduces specific illustrative industrial applications using the chemometric techniquesDemonstrates several applications to beverage quality monitoringProvides 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 dataIncludes casestudy-based approach to the topics with MATLAB and SIMULINK source codes "--Provided by publisher |
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| Item Description: | ""3.1.1.1 The process description"" |
| Physical Description: | 1 online resource (359 pages) |
| ISBN: | 9781351651189 1351651188 9781315155135 1315155133 9781498780087 1498780083 9781351641678 1351641670 |