State Estimation In Chemometrics

Author : Pierre C. Thijssen,Sillas Hadjiloucas
Publisher : Woodhead Publishing
Page : 296 pages
File Size : 47,7 Mb
Release : 2020-08-14
Category : Science
ISBN : 9780081026229

Get Book

State Estimation in Chemometrics by Pierre C. Thijssen,Sillas Hadjiloucas Pdf

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

Author : Steven Brown,Roma Tauler,Beata Walczak
Publisher : Elsevier
Page : 2948 pages
File Size : 48,5 Mb
Release : 2020-05-26
Category : Science
ISBN : 9780444641663

Get Book

Comprehensive Chemometrics by Steven Brown,Roma Tauler,Beata Walczak Pdf

Comprehensive Chemometrics, Second Edition, Four Volume Set 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

Author : P. W. J. M. Boumans,C. J. W. Brooks,C. Burgess
Publisher : Elsevier
Page : 289 pages
File Size : 41,6 Mb
Release : 2013-09-17
Category : Science
ISBN : 9781483274607

Get Book

TRAC: Trends in Analytical Chemistry by P. W. J. M. Boumans,C. J. W. Brooks,C. Burgess Pdf

Trends in Analytical Chemistry, Volume 4 focuses on the advancements of processes, technologies, operations, automation, and applications of analytical chemistry. The selection first offers information on bullet-proof input with an IBM-PC, including trends in pesticide residue analysis; environmental analysis using gas chromatography; and ion-induced spectroscopic methods for the analysis of surfaces, interfaces, and thin films. The text then elaborates on the PROLOG, an artificial intelligence language, and the consideration of FORTH as a good programming environment for laboratory automation. Discussions focus on computer aided optimization in high performance liquid chromatography; porphyrin analysis by reversed-phase high performance liquid chromatography; and liquid chromatography with on-line electron-capture detection. The text elaborates on linear regression and simple statistics calculated with the spread sheet program, SUPERLAC. Discussions focus on lipid membrane technology for chemical and biosensor development; use of chemometrics in apportionment of air pollution sources; and analytical applications of direct chromatographic enantioseparation. The publication is a dependable reference for readers interested in the trends in analytical chemistry.

Author : Grady Hanrahan
Publisher : CRC Press
Page : 310 pages
File Size : 54,8 Mb
Release : 2008-11-21
Category : Science
ISBN : 9781420067972

Get Book

Environmental Chemometrics by Grady Hanrahan Pdf

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 the rigors of modern environmental analysis and how to effectively solve limitations through multivariate approaches, Environmental Chemometrics: Principles and Modern Applications provides an introduction and practical guide to chemometric methods used in environmental chemical analysis. The text begins with an overview of chemometrics in relation to quantitative environmental analysis and a review of descriptive statistical concepts. Building on this, the author covers environmental sampling considerations, experimental design and optimization techniques, multivariate analysis of environmental and chemical data sets, time series analysis, and quality assurance and method validation. Each chapter contains problem-oriented exercises and research applications from the author’s own work and from other experts in the field. The author’s presentation of the basic principles of these methods together with real applications in the field of environmental chemistry makes the comprehension of complex environmental problems and chemically-related concepts more accessible. He covers all major areas of environmental analysis backed by studies from experts in the field. The book is a valuable tool for understanding the rapidly developing world of chemometric methods in environmental analysis.

Author : Richard Kramer
Publisher : CRC Press
Page : 228 pages
File Size : 55,8 Mb
Release : 1998-06-10
Category : Science
ISBN : 0203909801

Get Book

Chemometric Techniques for Quantitative Analysis by Richard Kramer Pdf

Chemometric Techniques for Quantitative Analysis shows how to produce and use quantitative analytical calibrations in a laboratory or production environment following a variety of methods, how to estimate the time and resources needed to develop analytical calibrations, and how to employ the quantitative software provided with a wide range of instr

Author : Alexey L. Pomerantsev
Publisher : Nova Publishers
Page : 342 pages
File Size : 44,5 Mb
Release : 2005
Category : Chemometrics
ISBN : 1594542570

Get Book

Progress in Chemometrics Research by Alexey L. Pomerantsev Pdf

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.

Author : Anonim
Publisher : Elsevier
Page : 3064 pages
File Size : 43,9 Mb
Release : 2017-09-21
Category : Science
ISBN : 9780444639707

Get Book

27th European Symposium on Computer Aided Process Engineering by Anonim Pdf

27th European Symposium on Computer Aided Process Engineering, Volume 40 contains the papers presented at the 27th European Society of Computer-Aided Process Engineering (ESCAPE) event held in Barcelona, October 1-5, 2017. It is a valuable resource for chemical engineers, chemical process engineers, researchers in industry and academia, students, and consultants for chemical industries. Presents findings and discussions from the 27th European Society of Computer-Aided Process Engineering (ESCAPE) event

Author : Ali Cinar,Satish J. Parulekar,Cenk Undey,Gulnur Birol
Publisher : CRC Press
Page : 566 pages
File Size : 40,8 Mb
Release : 2003-04-01
Category : Science
ISBN : 9780824748494

Get Book

Batch Fermentation by Ali Cinar,Satish J. Parulekar,Cenk Undey,Gulnur Birol Pdf

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.

Author : Anonim
Publisher : Elsevier
Page : 800 pages
File Size : 41,9 Mb
Release : 2005-05-02
Category : Mathematics
ISBN : 0080459404

Get Book

Data Mining and Data Visualization by Anonim Pdf

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

Author : Jean-Pierre Corriou
Publisher : Springer
Page : 860 pages
File Size : 47,8 Mb
Release : 2017-08-17
Category : Technology & Engineering
ISBN : 9783319611433

Get Book

Process Control by Jean-Pierre Corriou Pdf

This reference book can be read at different levels, making it a powerful source of information. It presents most of the aspects of control that can help anyone to have a synthetic view of control theory and possible applications, especially concerning process engineering.

Author : CORRIOU Jean-Pierre
Publisher : Lavoisier
Page : 784 pages
File Size : 43,7 Mb
Release : 2012-09-11
Category : Electronic
ISBN : 9782743064716

Get Book

Commande des procédés (3e ed.) by CORRIOU Jean-Pierre Pdf

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.

Author : Anonim
Publisher : Unknown
Page : 832 pages
File Size : 43,7 Mb
Release : 1990
Category : Ceramics
ISBN : UIUC:30112009010809

Get Book

World Ceramics Abstracts by Anonim Pdf

Author : Gintaras V. Reklaitis,Aydin K. Sunol,David W.T. Rippin,Öner Hortacsu
Publisher : Springer Science & Business Media
Page : 886 pages
File Size : 54,8 Mb
Release : 2012-12-06
Category : Science
ISBN : 9783642609725

Get Book

Batch Processing Systems Engineering by Gintaras V. Reklaitis,Aydin K. Sunol,David W.T. Rippin,Öner Hortacsu Pdf

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.

Author : Stephen Haswell
Publisher : CRC Press
Page : 340 pages
File Size : 41,6 Mb
Release : 1992-01-28
Category : Science
ISBN : 0824785975

Get Book

Practical Guide to Chemometrics by Stephen Haswell Pdf

An introduction for analytic chemists and other scientists who are involved with chemical analysis, to chemometrics, a developing technique that allows access to a greater amount of more reliable analytic information using existing instrumentation, than standard techniques. Focuses on laboratory ins

Author : Howard Mark,Jerry Workman Jr.
Publisher : Academic Press
Page : 1094 pages
File Size : 41,7 Mb
Release : 2021-09-30
Category : Science
ISBN : 9780323911702

Get Book

Chemometrics in Spectroscopy by Howard Mark,Jerry Workman Jr. Pdf

Chemometrics in Spectroscopy, Revised Second Edition provides the reader with the methodology crucial to apply chemometrics to real world data. The book allows scientists using spectroscopic instruments to find explanations and solutions to their problems when they are confronted with unexpected and unexplained results. Unlike other books on these topics, it explains the root causes of the phenomena that lead to these results. While books on NIR spectroscopy sometimes cover basic chemometrics, they do not mention many of the advanced topics this book discusses. This revised second edition has been expanded with 50% more content on advances in the field that have occurred in the last 10 years, including calibration transfer, units of measure in spectroscopy, principal components, clinical data reporting, classical least squares, regression models, spectral transfer, and more. Written in the column format of the authors’ online magazine Presents topical and important chapters for those involved in analysis work, both research and routine Focuses on practical issues in the implementation of chemometrics for NIR Spectroscopy Includes a companion website with 350 additional color figures that illustrate CLS concepts