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State Estimation In Chemometrics

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State Estimation in Chemometrics

State Estimation in Chemometrics Book
Author : Pierre C. Thijssen,Sillas Hadjiloucas
Publisher : Woodhead Publishing
Release : 2019-07-15
ISBN : 9780081026038
Language : En, Es, Fr & De

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Book Description :

State Estimation in Chemometrics: The Kalman Filter and Beyond, Second Edition includes contributions from Dr. Sillas Hadjiloucas who presents the latest research in chemometrics, along with tactics on how to widen its appeal to professionals in bio-engineering, food science, pharmacy, the life sciences, and other industries. In addition, the book hopes to foster a cross disciplinary approach to the topic. Features a new chapter surveying the most up-to-date scientific literature on chemometrics, highlighting developments that have occurred since the first edition published Includes a new section on applications for state estimation in chemometrics Provides real-life examples of methods, such as multiple modeling, iterative target transformation factor analysis, combined chromatography and spectroscopy

State Estimation in Chemometrics

State Estimation in Chemometrics Book
Author : Pierre C. Thijssen
Publisher : ISBS
Release : 2008-03-13
ISBN : 9781904275336
Language : En, Es, Fr & De

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Book Description :

This unique text blends together state estimation and chemometrics for the application of advanced data-processing techniques. It further applies system theory in order to develop a modular framework to be implemented on computer for the development of simple intelligent analyzers. Short reviews on the history of state estimation and chemometrics are given, together with examples of the applications described, including classical estimation, state estimation, non-linear estimation, the multi-component, calibration and titration systems and the Kalman filter. The contents are very systematic and build the ideas up logically to appeal to specialist post-graduates working in this area, together with professionals in other areas of chemistry and engineering. Blends together state estimation and chemometrics for the application of advanced data-processing techniques Provides short reviews on the history of state estimation and chemometrics, together with examples of the applications described

State Estimation in Chemometrics

State Estimation in Chemometrics Book
Author : Pierre Cornelis Thijssen
Publisher : Unknown
Release : 1986
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download State Estimation in Chemometrics book written by Pierre Cornelis Thijssen, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

State Estimation in Chemometrics

State Estimation in Chemometrics Book
Author : Pierre C. Thijssen,Sillas Hadjiloucas
Publisher : Woodhead Publishing
Release : 2020-08-15
ISBN : 0081026226
Language : En, Es, Fr & De

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Book Description :

This unique text blends together state estimation and chemometrics for the application of advanced data-processing techniques. State Estimation in Chemometrics, second edition describes the basic methods for chemical analysis—the multicomponent, calibration and titration systems—from a new perspective. It succinctly reviews the history of state estimation and chemometrics and provides examples of its many applications, including classical estimation, state estimation, nonlinear estimation, the multicomponent, calibration and titration systems and the Kalman filter. The concepts are introduced in a logical way and built up systematically to appeal to specialist post-graduates working in this area as well as professionals in other areas of chemistry and engineering. This new edition covers the latest research in chemometrics, appealing to readers in bio-engineering, food science, pharmacy, and the life sciences fostering cross-disciplinary research. Features a new chapter surveying the most up-to-date scientific literature on chemometrics, highlighting developments that have occurred since the first edition published Includes a new chapter devoted to new applications for state estimation in chemometrics Covers a new chapter entirely devoted to subspace identification methods Provides several new real-life examples of methods such as multiple modeling, principal component analysis, iterative target transformation factor analysis, and the generalized standard addition method

Chemometrics

Chemometrics Book
Author : B.R. Kowalski
Publisher : Springer Science & Business Media
Release : 2013-04-17
ISBN : 9401710260
Language : En, Es, Fr & De

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Book Description :

At a time when computerized laboratory automation is producing a da ta explosion, chemists are turning to applied mathematics and statistics for the tools to extract useful chemical information from data. This rush to find applicable methods has lead to a somewhat confusing body of literature that represents a barrier to chemists wishing to learn more about chemometrics. The confusion results partly from the mixing of chemical notation and nomenclature with those of statistics, applied mathematics and engineering. Additionally, in the absence of collaboration with mathematicians, chemists have, at times, misused data analysis methodology and even reinvented methods that have seen years of service in other fields. The Chemometrics Society has worked hard to solve this problem since it was founded in 1974 with the goal of improving communications between the chemical sciences and applied mathe matics and statistics. The NATO Advanced Study Institute on Chemometrics is evidence of this fact as it was initiated in response to a call from its membership for advanced training in several areas of chemometrics. This Institute focused on current theory and application in the new field of Chemometrics: Use of mathematical and statistical methods, Ca) to design or select optimal measurement procedures and experiments; and Cb) to provide maximum chemical information by analyzing chemical data. The Institute had two formal themes and two informal themes.

Chemometrics

Chemometrics Book
Author : Matthias Otto
Publisher : John Wiley & Sons
Release : 2016-09-30
ISBN : 3527699384
Language : En, Es, Fr & De

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Book Description :

The third edition of this long-selling introductory textbook and ready reference covers all pertinent topics, from basic statistics via modeling and databases right up to the latest regulatory issues. The experienced and internationally recognized author, Matthias Otto, introduces the statistical-mathematical evaluation of chemical measurements, especially analytical ones, going on to provide a modern approach to signal processing, designing and optimizing experiments, pattern recognition and classification, as well as modeling simple and nonlinear relationships. Analytical databases are equally covered as are applications of multiway analysis, artificial intelligence, fuzzy theory, neural networks, and genetic algorithms. The new edition has 10% new content to cover such recent developments as orthogonal signal correction and new data exchange formats, tree based classification and regression, independent component analysis, ensemble methods and neuro-fuzzy systems. It still retains, however, the proven features from previous editions: worked examples, questions and problems, additional information and brief explanations in the margin.

Comprehensive Chemometrics

Comprehensive Chemometrics Book
Author : Steven Brown,Roma Tauler,Beata Walczak
Publisher : Elsevier
Release : 2020-05-26
ISBN : 0444641661
Language : En, Es, Fr & De

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Book Description :

Comprehensive Chemometrics, Second Edition features expanded and updated coverage, along with new content that covers advances in the field since the previous edition published in 2009. Subject of note include updates in the fields of multidimensional and megavariate data analysis, omics data analysis, big chemical and biochemical data analysis, data fusion and sparse methods. The book follows a similar structure to the previous edition, using the same section titles to frame articles. Many chapters from the previous edition are updated, but there are also many new chapters on the latest developments. Presents integrated reviews of each chemical and biological method, examining their merits and limitations through practical examples and extensive visuals Bridges a gap in knowledge, covering developments in the field since the first edition published in 2009 Meticulously organized, with articles split into 4 sections and 12 sub-sections on key topics to allow students, researchers and professionals to find relevant information quickly and easily Written by academics and practitioners from various fields and regions to ensure that the knowledge within is easily understood and applicable to a large audience Presents integrated reviews of each chemical and biological method, examining their merits and limitations through practical examples and extensive visuals Bridges a gap in knowledge, covering developments in the field since the first edition published in 2009 Meticulously organized, with articles split into 4 sections and 12 sub-sections on key topics to allow students, researchers and professionals to find relevant information quickly and easily Written by academics and practitioners from various fields and regions to ensure that the knowledge within is easily understood and applicable to a large audience

Mosby s Medical Dictionary

Mosby s Medical Dictionary Book
Author : Mosby
Publisher : Elsevier
Release : 2016-05-06
ISBN : 9780323414258
Language : En, Es, Fr & De

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Book Description :

Download Mosby s Medical Dictionary book written by Mosby, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Chemometrics

Chemometrics Book
Author : Muhammad A. Sharaf,Deborah L. Illman,Bruce R. Kowalski
Publisher : John Wiley & Sons
Release : 1986-03-28
ISBN : 9780471831068
Language : En, Es, Fr & De

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Book Description :

Uses mathematical and statistical techniques to extract trends from chemical analysis. Introduces scientists to powerful new tools that will allow them to obtain massive amounts of data from computer-controlled instrumentation and then extract the information they need. Chapter sequence leads the reader through a sample analysis to resolution and pattern recognition. First introductory text on the relatively new field.

Handbook of Chemometrics and Qualimetrics

Handbook of Chemometrics and Qualimetrics Book
Author : Anonim
Publisher : Elsevier
Release : 1998-12-04
ISBN : 9780080887036
Language : En, Es, Fr & De

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Book Description :

Download Handbook of Chemometrics and Qualimetrics book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Chemometrics in Practical Applications

Chemometrics in Practical Applications Book
Author : Kurt Varmuza
Publisher : BoD – Books on Demand
Release : 2012-03-23
ISBN : 9535104381
Language : En, Es, Fr & De

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Book Description :

In the book "Chemometrics in practical applications", various practical applications of chemometric methods in chemistry, biochemistry and chemical technology are presented, and selected chemometric methods are described in tutorial style. The book contains 14 independent chapters and is devoted to filling the gap between textbooks on multivariate data analysis and research journals on chemometrics and chemoinformatics.

State and parameter estimation as chemometrical concepts

State  and parameter estimation as chemometrical concepts Book
Author : Henk Nico Jan Poulisse
Publisher : Unknown
Release : 1983
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download State and parameter estimation as chemometrical concepts book written by Henk Nico Jan Poulisse, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Bibliografie van nederlandse proefschriften

Bibliografie van nederlandse proefschriften Book
Author : Anonim
Publisher : Unknown
Release : 1986
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Bibliografie van nederlandse proefschriften book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Batch Fermentation

Batch Fermentation Book
Author : Ali Cinar,Satish J. Parulekar,Cenk Undey,Gulnur Birol
Publisher : CRC Press
Release : 2003-04-01
ISBN : 0824748492
Language : En, Es, Fr & De

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Book Description :

Illustrating techniques in model development, signal processing, data reconciliation, process monitoring, quality assurance, intelligent real-time process supervision, and fault detection and diagnosis, Batch Fermentation offers valuable simulation and control strategies for batch fermentation applications in the food, pharmaceutical, and chemical industries. The book provides approaches for determining optimal reference trajectories and operating conditions; estimating final product quality; modifying, adjusting, and enhancing batch process operations; and designing integrated real-time intelligent knowledge-based systems for process monitoring and fault diagnosis.

Data Mining and Data Visualization

Data Mining and Data Visualization Book
Author : Anonim
Publisher : Elsevier
Release : 2005-05-02
ISBN : 9780080459400
Language : En, Es, Fr & De

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Book Description :

Data Mining and Data Visualization focuses on dealing with large-scale data, a field commonly referred to as data mining. The book is divided into three sections. The first deals with an introduction to statistical aspects of data mining and machine learning and includes applications to text analysis, computer intrusion detection, and hiding of information in digital files. The second section focuses on a variety of statistical methodologies that have proven to be effective in data mining applications. These include clustering, classification, multivariate density estimation, tree-based methods, pattern recognition, outlier detection, genetic algorithms, and dimensionality reduction. The third section focuses on data visualization and covers issues of visualization of high-dimensional data, novel graphical techniques with a focus on human factors, interactive graphics, and data visualization using virtual reality. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with a new data paradigm. Distinguished contributors who are international experts in aspects of data mining Includes data mining approaches to non-numerical data mining including text data, Internet traffic data, and geographic data Highly topical discussions reflecting current thinking on contemporary technical issues, e.g. streaming data Discusses taxonomy of dataset sizes, computational complexity, and scalability usually ignored in most discussions Thorough discussion of data visualization issues blending statistical, human factors, and computational insights

Nature inspired Methods in Chemometrics Genetic Algorithms and Artificial Neural Networks

Nature inspired Methods in Chemometrics  Genetic Algorithms and Artificial Neural Networks Book
Author : Riccardo Leardi
Publisher : Elsevier
Release : 2003-12-03
ISBN : 9780080522623
Language : En, Es, Fr & De

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Book Description :

In recent years Genetic Algorithms (GA) and Artificial Neural Networks (ANN) have progressively increased in importance amongst the techniques routinely used in chemometrics. This book contains contributions from experts in the field is divided in two sections (GA and ANN). In each part, tutorial chapters are included in which the theoretical bases of each technique are expertly (but simply) described. These are followed by application chapters in which special emphasis will be given to the advantages of the application of GA or ANN to that specific problem, compared to classical techniques, and to the risks connected with its misuse. This book is of use to all those who are using or are interested in GA and ANN. Beginners can focus their attentions on the tutorials, whilst the most advanced readers will be more interested in looking at the applications of the techniques. It is also suitable as a reference book for students. Subject matter is steadily increasing in importance Comparison of Genetic Algorithms (GA) and Artificial Neural Networks (ANN) with the classical techniques Suitable for both beginners and advanced researchers

Commande des proc d s 3e ed

Commande des proc  d  s  3e ed   Book
Author : CORRIOU Jean-Pierre
Publisher : Lavoisier
Release : 2012-09-11
ISBN : 2743064714
Language : En, Es, Fr & De

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Book Description :

Cette troisième édition a été enrichie par l'introduction de nouveaux exemples et de méthodes récentes. En un volume unique, le livre propose une synthèse progressive et approfondie des principales méthodes de commande exposées sous forme théorique et illustrées sur des exemples variés de procédés : réacteurs chimiques, biologiques, de polymérisation, craqueur catalytique, colonne de distillation. Les six parties couvrent la modélisation et la commande continue monovariable, la commande multivariable par fonction de transfert, l'identification et la commande en temps discret, la commande optimale et prédictive multivariable, la commande non linéaire et les observateurs d'état. Cet ouvrage s'adresse aussi bien aux étudiants de 2e et 3e cycle qu'aux chercheurs, enseignants et ingénieurs.

Progress in Chemometrics Research

Progress in Chemometrics Research Book
Author : Alexey L. Pomerantsev
Publisher : Nova Publishers
Release : 2005
ISBN : 9781594542572
Language : En, Es, Fr & De

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Book Description :

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.

Batch Processing Systems Engineering

Batch Processing Systems Engineering Book
Author : Gintaras V. Reklaitis,Aydin K. Sunol,David W.T. Rippin,Öner Hortacsu
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 3642609724
Language : En, Es, Fr & De

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Book Description :

Batch chemical processing has in the past decade enjoyed a return to respectability as a valuable, effective, and often preferred mode of process operation. This book provides the first comprehensive and authoritative coverage that reviews the state of the art development in the field of batch chemical systems engineering, applications in various chemical industries, current practice in different parts of the world, and future technical challenges. Developments in enabling computing technologies such as simulation, mathematical programming, knowledge based systems, and prognosis of how these developments would impact future progress in the batch domain are covered. Design issues for complex unit processes and batch plants as well as operational issues such as control and scheduling are also addressed.

Chemometrics Tutorials II

Chemometrics Tutorials II Book
Author : Richard G. Brereton
Publisher : Unknown
Release : 1992
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Chemometrics Tutorials II book written by Richard G. Brereton, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.