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Data Reconciliation and Gross Error Detection

Data Reconciliation and Gross Error Detection PDF Author: Shankar Narasimhan
Publisher: Elsevier
ISBN: 0080503713
Category : Business & Economics
Languages : en
Pages : 425

Book Description
This book provides a systematic and comprehensive treatment of the variety of methods available for applying data reconciliation techniques. Data filtering, data compression and the impact of measurement selection on data reconciliation are also exhaustively explained.Data errors can cause big problems in any process plant or refinery. Process measurements can be correupted by power supply flucutations, network transmission and signla conversion noise, analog input filtering, changes in ambient conditions, instrument malfunctioning, miscalibration, and the wear and corrosion of sensors, among other factors. Here's a book that helps you detect, analyze, solve, and avoid the data acquisition problems that can rob plants of peak performance. This indispensable volume provides crucial insights into data reconciliation and gorss error detection techniques that are essential fro optimal process control and information systems. This book is an invaluable tool for engineers and managers faced with the selection and implementation of data reconciliation software, or for those developing such software. For industrial personnel and students, Data Reconciliation and Gross Error Detection is the ultimate reference.

Data Reconciliation and Gross Error Detection

Data Reconciliation and Gross Error Detection PDF Author: Shankar Narasimhan
Publisher: Elsevier
ISBN: 0080503713
Category : Business & Economics
Languages : en
Pages : 425

Book Description
This book provides a systematic and comprehensive treatment of the variety of methods available for applying data reconciliation techniques. Data filtering, data compression and the impact of measurement selection on data reconciliation are also exhaustively explained.Data errors can cause big problems in any process plant or refinery. Process measurements can be correupted by power supply flucutations, network transmission and signla conversion noise, analog input filtering, changes in ambient conditions, instrument malfunctioning, miscalibration, and the wear and corrosion of sensors, among other factors. Here's a book that helps you detect, analyze, solve, and avoid the data acquisition problems that can rob plants of peak performance. This indispensable volume provides crucial insights into data reconciliation and gorss error detection techniques that are essential fro optimal process control and information systems. This book is an invaluable tool for engineers and managers faced with the selection and implementation of data reconciliation software, or for those developing such software. For industrial personnel and students, Data Reconciliation and Gross Error Detection is the ultimate reference.

Data Reconciliation and Gross Error Detection

Data Reconciliation and Gross Error Detection PDF Author: Shankar Narasimhan
Publisher: Gulf Professional Publishing
ISBN:
Category : Business & Economics
Languages : en
Pages : 432

Book Description
: Introduction. Measurement Errors and Error Reduction Techniques. Steady State Data Reconciliation for Bilinear Systems. Nonlinear Steady State Data Reconciliation. Data Reconciliation in Dynamic Systems. Introduction to Gross Error Detection. Multiple Gross Error Identification Strategies for Steady State Processes. Gross Error Detection in Dynamic Processes. Design of Sensor Networks. Industrial Applications of Data Reconciliation and Gross Error Detection Technologies. Appendix A: Basic concepts of linear algebra. Appendix B: Basic concepts of Graph Theory. Appendix C: Statistical Hypotheses Testing.

Smart Process Plants: Software and Hardware Solutions for Accurate Data and Profitable Operations

Smart Process Plants: Software and Hardware Solutions for Accurate Data and Profitable Operations PDF Author: Miguel J. Bagajewicz
Publisher: McGraw Hill Professional
ISBN: 0071604723
Category : Technology & Engineering
Languages : en
Pages : 465

Book Description
A Detailed Guide to the New Generation of Smart Process Plants Maximize plant profitability by minimizing operating costs. Smart Process Plants addresses measurements and the data they generate, error-free process variable estimation, control, fault detection, instrumentation upgrade, and maintenance optimization, and then connects these activities to plant economics. Methods for calculating the value of the information produced are included. The book discusses optimal instrumentation type, quality, precision, and location along with preventive maintenance techniques. Practical examples throughout the book demonstrate how to perform essential calculations. Smart Process Plants covers: Measurement instrument performance and measurement errors Variable classification and canonical representation Linear, nonlinear, and dynamic data reconciliation Gross error detection, equivalency, size elimination, and estimation Accuracy of estimators Value of accuracy, control strategies, parametric fault identification, and instrumentation upgrade Maintenance optimization

Data Processing and Reconciliation for Chemical Process Operations

Data Processing and Reconciliation for Chemical Process Operations PDF Author: José A. Romagnoli
Publisher: Elsevier
ISBN: 0080530273
Category : Technology & Engineering
Languages : en
Pages : 288

Book Description
Computer techniques have made online measurements available at every sampling period in a chemical process. However, measurement errors are introduced that require suitable techniques for data reconciliation and improvements in accuracy. Reconciliation of process data and reliable monitoring are essential to decisions about possible system modifications (optimization and control procedures), analysis of equipment performance, design of the monitoring system itself, and general management planning. While the reconciliation of the process data has been studied for more than 20 years, there is no single source providing a unified approach to the area with instructions on implementation. Data Processing and Reconciliation for Chemical Process Operations is that source. Competitiveness on the world market as well as increasingly stringent environmental and product safety regulations have increased the need for the chemical industry to introduce such fast and low cost improvements in process operations. - Introduces the first unified approach to this important field - Bridges theory and practice through numerous worked examples and industrial case studies - Provides a highly readable account of all aspects of data classification and reconciliation - Presents the reader with material, problems, and directions for further study

Modeling, Analysis and Optimization of Process and Energy Systems

Modeling, Analysis and Optimization of Process and Energy Systems PDF Author: F. Carl Knopf
Publisher: John Wiley & Sons
ISBN: 1118121147
Category : Technology & Engineering
Languages : en
Pages : 798

Book Description
Energy costs impact the profitability of virtually all industrial processes. Stressing how plants use power, and how that power is actually generated, this book provides a clear and simple way to understand the energy usage in various processes, as well as methods for optimizing these processes using practical hands-on simulations and a unique approach that details solved problems utilizing actual plant data. Invaluable information offers a complete energy-saving approach essential for both the chemical and mechanical engineering curricula, as well as for practicing engineers.

Process Plant Instrumentation

Process Plant Instrumentation PDF Author: Miguel J. Bagajewicz
Publisher: CRC Press
ISBN: 148227910X
Category : Science
Languages : en
Pages : 364

Book Description
This is the first in-depth presentation in book form of current analytical methods for optimal design, selection and evaluation of instrumentation for process plants. The presentation is clear, concise and systematic-providing process engineers with a valuable tool for improving quality, costs, safety, loss prevention, and production accounting.

The Metabolic Pathway Engineering Handbook

The Metabolic Pathway Engineering Handbook PDF Author: Christina Smolke
Publisher: CRC Press
ISBN: 142007766X
Category : Medical
Languages : en
Pages : 570

Book Description
This second volume of the Metabolic Pathway Engineering Handbook delves into evolutionary tools and gene expression tools for metabolic pathway engineering. It covers applications of emerging technologies including recent research genome-wide technologies, DNA and phenotypic microarrays, and proteomics tools for experimentally determining flux thro

A User's Guide to Principal Components

A User's Guide to Principal Components PDF Author: J. Edward Jackson
Publisher: John Wiley & Sons
ISBN: 0471725323
Category : Mathematics
Languages : en
Pages : 597

Book Description
WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. From the Reviews of A User’s Guide to Principal Components "The book is aptly and correctly named–A User’s Guide. It is the kind of book that a user at any level, novice or skilled practitioner, would want to have at hand for autotutorial, for refresher, or as a general-purpose guide through the maze of modern PCA." –Technometrics "I recommend A User’s Guide to Principal Components to anyone who is running multivariate analyses, or who contemplates performing such analyses. Those who write their own software will find the book helpful in designing better programs. Those who use off-the-shelf software will find it invaluable in interpreting the results." –Mathematical Geology

Data Reconciliation & Gross Error Detection [recurso Electrónico]

Data Reconciliation & Gross Error Detection [recurso Electrónico] PDF Author: Shankar Narasimhan
Publisher:
ISBN: 9781615836574
Category : Automatic data collection systems
Languages : en
Pages : 406

Book Description
: Introduction. Measurement Errors and Error Reduction Techniques. Steady State Data Reconciliation for Bilinear Systems. Nonlinear Steady State Data Reconciliation. Data Reconciliation in Dynamic Systems. Introduction to Gross Error Detection. Multiple Gross Error Identification Strategies for Steady State Processes. Gross Error Detection in Dynamic Processes. Design of Sensor Networks. Industrial Applications of Data Reconciliation and Gross Error Detection Technologies. Appendix A: Basic concepts of linear algebra. Appendix B: Basic concepts of Graph Theory. Appendix C: Statistical Hypotheses Testing.

Real-Time Optimization

Real-Time Optimization PDF Author: Dominique Bonvin
Publisher: MDPI
ISBN: 303842448X
Category : Electronic book
Languages : en
Pages : 255

Book Description
This book is a printed edition of the Special Issue "Real-Time Optimization" that was published in Processes