Chemometric Monitoring
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Chemometric Monitoring
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Author : Madhusree Kundu
language : en
Publisher: CRC Press
Release Date : 2017-10-10
Chemometric Monitoring written by Madhusree Kundu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-10 with Science categories.
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
A Chemometric Approach To Process Monitoring And Control
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Author : C. Rosen
language : en
Publisher:
Release Date : 2001
A Chemometric Approach To Process Monitoring And Control written by C. Rosen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Chemometrics categories.
A compilation thesis, consisting of an introduction to wastewater treatment and multivariate monitoring and control, followed by seven included papers.
Progress In Chemometrics Research
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Author : Alexey L. Pomerantsev
language : en
Publisher: Nova Publishers
Release Date : 2005
Progress In Chemometrics Research written by Alexey L. Pomerantsev and has been published by Nova Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Chemometrics categories.
Chemometrics is the chemical discipline that uses mathematical, statistical and other methods employing formal logic: to design or select optimal measurement procedures and experiments, and -- to provide maximum relevant chemical information by analysing chemical data. Being conceived as a branch of analytical chemistry, chemometrics now is a general approach. It extracts relevant information out of measured data, regardless of their origin: chemical, physical, biological, etc. Chemometrics has been applied in different areas, and most successfully in multivariate calibration, pattern recognition, classification and discriminant analysis, multivariate modelling, and monitoring of processes. The main chemometric principle is a concept of hidden data structures that can be found using methods of multivariate data analysis. These are the well-known statistic tools such as partial least squares (PLS), soft independent modelling of class analogy (SIMCA), principal-component regression (PCR), wavelet analysis, and many others. Current activities of chemometricians fall into two main categories: (1) development of new methods for manipulating multivariate data and (2) new applications of the known chemometric techniques in different areas such as environment control, food industry, agriculture, medicine, and engineering.
Chemometrics In Practical Applications
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Author : Adrianna Coty
language : en
Publisher:
Release Date : 2016-04
Chemometrics In Practical Applications written by Adrianna Coty and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04 with Chemistry categories.
Chemometrics, the branch of science, is the use of mathematical and statistical methods to improve the understanding of chemical information and to correlate quality parameters or physical properties to analytical instrument data. It can be applied in predictive issues solving like predicting the target properties, desired features. It also can be used for the descriptive issue solving like the model composition, identification and understanding. Chemometrics shows its application in the multivariate data collection and analysis. Various algorithms and analogous ways are available for processing and evaluating the data. They can be implemented to various fields, like medicine, pharmacy, food control, and environmental monitoring. Chemometric techniques are particularly heavily used in analytical chemistry and metabolomics, and the development of improved chemometric methods of analysis also continues to advance the state of the art in analytical instrumentation and methodology. It is an application-driven discipline, and thus the standard chemometric methodologies are very widely used industrially, academic groups are dedicated to the continued development of chemometric theory, method and application development. Many chemical problems and applications of chemometrics involve calibration. The objective is to develop models which can be used to predict properties of interest based on measured properties of the chemical system, such as pressure, flow, temperature, infrared, Raman, NMR spectra and mass spectra. This book, Chemometrics in practical applications, presents several practical applications of chemometric methods in chemistry, biochemistry and chemical technology.
Chemometrics In Environmental Analysis
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Author : Jürgen W. Einax
language : en
Publisher: John Wiley & Sons
Release Date : 1997-05
Chemometrics In Environmental Analysis written by Jürgen W. Einax and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-05 with Science categories.
J. W. Einax, H. W. Zwanziger S. Gei Chemometrics in Environmental Analysis Make the most of your data! This new title will serve both as an introduction and as a practical guide to those techniques of chemometrics which are applicable to environmental analysis. By describing the optimum methods of data analysis it will help all chemists in this field to save time and money. Because the authors demonstrate the most important chemometric methods with the aid of numerous examples, the reader will learn to solve a given problem by use of the appropriate method. Applications range from sampling, through laboratory analysis, to evaluation. Interpretation of the findings is explained clearly. The text covers not only basic methods such as univariate statistics, regression analysis, and statistical test planning, but also multivariate data analysis, for example, cluster analysis, principal components analysis, and factor and discriminant analysis. Case studies show the enormous possibilities, and the limits, of chemometric methods. The book will help all environmental analytical scientists, even those with only a basic knowledge of mathematics, to optimize the evaluation and interpretation of the results of their measurements.
Multivariate Process Monitoring Of Sequntial Process Data
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Author : Pekka Teppola
language : en
Publisher:
Release Date : 1999
Multivariate Process Monitoring Of Sequntial Process Data written by Pekka Teppola and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.
Chemometrics In Environmental Chemistry Statistical Methods
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Author : Jürgen Einax
language : en
Publisher: Springer
Release Date : 2013-04-17
Chemometrics In Environmental Chemistry Statistical Methods written by Jürgen Einax and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-17 with Science categories.
Pattern recognition and other chemometrical techniques are important tools in interpreting environmental data. This volume presents authoritatively state-of-the-art procedures for measuring and handling environmental data. The chapters are written by leading experts.
Environmental Chemometrics
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Author : Grady Hanrahan
language : en
Publisher: CRC Press
Release Date : 2008-11-21
Environmental Chemometrics written by Grady Hanrahan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-11-21 with Mathematics categories.
Multivariate, heterogeneous data has been traditionally analyzed using the "one at a time" variable approach, often missing the main objective of discovering the relationships among multiple variables and samples. Enter chemometrics, with its powerful tools for design, analysis, and data interpretation of complex environmental systems. Delineating
Chemometrics
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Author : Fabiano André Narciso Fernandes
language : en
Publisher: Elsevier
Release Date : 2024-06-28
Chemometrics written by Fabiano André Narciso Fernandes and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-28 with Science categories.
Chemometrics: Data Treatment and Applications demonstrates the best practices for treating real-world analytical instrument data and how to apply chemometrics to this data. Rather than focusing on the mathematical theory involved in chemometrics, this book is meant for the industrial chemist, and academics and advanced students that want to use chemometrics in practice. Case studies on several applications are presented. Unlike existing literature, this book focuses on best practices, practical realities, and challenges when treating data, rather than on the mathematical theory. It also provides basic information on chemometrics, several chapters on how to treat, and the best practices used to treat, data from different analytical instruments, as well as case studies and uses of chemometrics in different fields. The book is written primarily for analytic chemists as practitioners in analytical laboratories and other industries. It will also be useful to academics and graduate, masters and postdoc students chiefly working in analytical chemistry who want to improve the practical aspects of their research activities. Presents topical and important chapters for the most-used analytical instruments Focuses on practical issues in the implementation of chemometrics Examines advances in the application of chemometrics in several fields Includes frank perspectives on what works well for the data of a certain analytical instrument given the multiple choices of mathematical models and protocols that can be applied Covered protocols are heavily illustrated with case studies showing their potential use and the advances in chemometrics
Environmental Monitoring Handbook
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Author : Frank R. Burden
language : en
Publisher: McGraw Hill Professional
Release Date : 2002-07-09
Environmental Monitoring Handbook written by Frank R. Burden and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-07-09 with Technology & Engineering categories.
All the techniques you need in a single source! Environmental Monitoring Handbook helps you with the most pervasive activity in environmental science --taking and analyzing environmental samples from water, air or land. This book explains how to implement the various monitoring techniques for air, water, and soil. Environmental Monitoring Handbook shows you how to get professional answers with the best testing and analysis methods in use today. The Handbook covers such topics as: Data Sampling and Analysis, Statistics, Sampling design, Scale reduction (PCA) Monitoring Program Design and Logistics, Chemical Monitoring, In-situ Measurements, Trace metals, Nutrients, Non Metal Species, Organic Matter, Organic Carbon, Biological Monitoring, and Ecotoxicological Monitoring.