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Data-driven and model-based methods for fault detection and diagnosis, Mansouri, Majdi (associate Research Scientist, Electrical Engineering Program, Texas A&m University, Qatar) Harkat, Mohamed-faouzi (professor, Departm


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Автор: Mansouri, Majdi (associate Research Scientist, Electrical Engineering Program, Texas A&m University, Qatar) Harkat, Mohamed-faouzi (professor, Departm
Название:  Data-driven and model-based methods for fault detection and diagnosis
ISBN: 9780128191644
Издательство: Elsevier Science
Классификация:

ISBN-10: 0128191643
Обложка/Формат: Paperback
Страницы: 322
Вес: 0.24 кг.
Дата издания: 17.02.2020
Язык: English
Размер: 194 x 230 x 15
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Европейский союз
Описание:

Data-Driven and Model-Based Methods for Fault Detection and Diagnosis covers techniques that improve the quality of fault detection and enhance monitoring through chemical and environmental processes. The book provides both the theoretical framework and technical solutions. It starts with a review of relevant literature, proceeds with a detailed description of developed methodologies, and then discusses the results of developed methodologies, and ends with major conclusions reached from the analysis of simulation and experimental studies. The book is an indispensable resource for researchers in academia and industry and practitioners working in chemical and environmental engineering to do their work safely.

  • Outlines latent variable based hypothesis testing fault detection techniques to enhance monitoring processes represented by linear or nonlinear input-space models (such as PCA) or input-output models (such as PLS)
  • Explains multiscale latent variable based hypothesis testing fault detection techniques using multiscale representation to help deal with uncertainty in the data and minimize its effect on fault detection
  • Includes interval PCA (IPCA) and interval PLS (IPLS) fault detection methods to enhance the quality of fault detection
  • Provides model-based detection techniques for the improvement of monitoring processes using state estimation-based fault detection approaches
  • Demonstrates the effectiveness of the proposed strategies by conducting simulation and experimental studies on synthetic data


Data-driven Methods for Fault Detection and Diagnosis in Chemical Processes

Автор: Evan L. Russell; Leo H. Chiang; Richard D. Braatz
Название: Data-driven Methods for Fault Detection and Diagnosis in Chemical Processes
ISBN: 1447111338 ISBN-13(EAN): 9781447111337
Издательство: Springer
Рейтинг:
Цена: 130610.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.

Diagnosis and Fault-Tolerant Control

Автор: Mogens Blanke; Michel Kinnaert; Jan Lunze; Marcel
Название: Diagnosis and Fault-Tolerant Control
ISBN: 3662479427 ISBN-13(EAN): 9783662479421
Издательство: Springer
Рейтинг:
Цена: 95770.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Fault-tolerant control aims at a gradual shutdown response in automated systems when faults occur. It satisfies the industrial demand for enhanced availability and safety, in contrast to traditional reactions to faults, which bring about sudden shutdowns and loss of availability.

The book presents effective model-based analysis and design methods for fault diagnosis and fault-tolerant control. Architectural and structural models are used to analyse the propagation of the fault through the process, to test the fault detectability and to find the redundancies in the process that can be used to ensure fault tolerance. It also introduces design methods suitable for diagnostic systems and fault-tolerant controllers for continuous processes that are described by analytical models of discrete-event systems represented by automata.

The book is suitable for engineering students, engineers in industry and researchers who wish to get an overview of the variety of approaches to process diagnosis and fault-tolerant control.

The authors have extensive teaching experience with graduate and PhD students, as well as with industrial experts. Parts of this book have been used in courses for this audience. The authors give a comprehensive introduction to the main ideas of diagnosis and fault-tolerant control and present some of their most recent research achievements obtained together with their research groups in a close cooperation with European research projects.

The third edition resulted from a major re-structuring and re-writing of the former edition, which has been used for a decade by numerous research groups. New material includes distributed diagnosis of continuous and discrete-event systems, methods for reconfigurability analysis, and extensions of the structural methods towards fault-tolerant control. The bibliographical notes at the end of all chapters have been up-dated. The chapters end with exercises to be used in lectures.


Model-Based Fault Diagnosis Techniques

Автор: Steven X. Ding
Название: Model-Based Fault Diagnosis Techniques
ISBN: 1447161114 ISBN-13(EAN): 9781447161110
Издательство: Springer
Рейтинг:
Цена: 156720.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book gives readers a framework of model-based FDI techniques, helping them to become familiar with the basic ideas and schemes in a systematic way. Examples and benchmarks provide a means of practising the ideas and judging the methods described.

Model-Based Fault Diagnosis Techniques

Автор: Ding Steven X
Название: Model-Based Fault Diagnosis Techniques
ISBN: 1447147987 ISBN-13(EAN): 9781447147985
Издательство: Springer
Рейтинг:
Цена: 204970.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book gives readers a framework of model-based FDI techniques, helping them to become familiar with the basic ideas and schemes in a systematic way. Examples and benchmarks provide a means of practising the ideas and judging the methods described.

Robust Observer-Based Fault Diagnosis for Nonlinear Systems Using MATLAB®

Автор: Zhang
Название: Robust Observer-Based Fault Diagnosis for Nonlinear Systems Using MATLAB®
ISBN: 3319323237 ISBN-13(EAN): 9783319323237
Издательство: Springer
Рейтинг:
Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces several observer-based methods, including:• the sliding-mode observer• the adaptive observer• the unknown-input observer and• the descriptor observer methodfor the problem of fault detection, isolation and estimation, allowing readers to compare and contrast the different approaches. The authors present basic material on Lyapunov stability theory, H? control theory, sliding-mode control theory and linear matrix inequality problems in a self-contained and step-by-step manner. Detailed and rigorous mathematical proofs are provided for all the results developed in the text so that readers can quickly gain a good understanding of the material. MATLAB® and Simulink® codes for all the examples, which can be downloaded from http://extras.springer.com, enable students to follow the methods and illustrative examples easily. The systems used in the examples make the book highly relevant to real-world problems in industrial control engineering and include a seventh-order aircraft model, a single-link flexible joint robot arm and a satellite controller. To help readers quickly find the information they need and to improve readability, the individual chapters are written so as to be semi-independent of each other.Robust Oberserver-Based Fault Diagnosis for Nonlinear Systems Using MATLAB® is of interest to process, aerospace, robotics and control engineers, engineering students and researchers with a control engineering background.

Process Control System Fault Diagnosis - a Bayesian Approach

Автор: Huang
Название: Process Control System Fault Diagnosis - a Bayesian Approach
ISBN: 1118770617 ISBN-13(EAN): 9781118770610
Издательство: Wiley
Рейтинг:
Цена: 111880.00 T
Наличие на складе: Поставка под заказ.
Описание: Process Control System Fault Diagnosis: A Bayesian Approach Ruben T. Gonzalez, University of Alberta, Canada Fei Qi, Suncor Energy Inc.

Selection and Application of Methods for the Detection and Enumeration of Human-Pathogenic Halophilic Vibrio spp. in Seafood

Название: Selection and Application of Methods for the Detection and Enumeration of Human-Pathogenic Halophilic Vibrio spp. in Seafood
ISBN: 9251093547 ISBN-13(EAN): 9789251093542
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 35110.00 T
Наличие на складе: Невозможна поставка.
Описание: Provides guidance on the most appropriate methods for generating data on Vibrio spp., a foodborne pathogen that affects seafood. A range of potential data collection methods are presented, from culture-based to molecular, and the publication proposes means of selecting the most appropriate method for specific end uses.

Hyphenated and Alternative Methods of Detection in Chromatography

Название: Hyphenated and Alternative Methods of Detection in Chromatography
ISBN: 0367452200 ISBN-13(EAN): 9780367452209
Издательство: Taylor&Francis
Рейтинг:
Цена: 65320.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Widely employed for separating and detecting chemicals in solution, separation techniques are most often applied in tandem, subsequently referred to as hyphenated methods. Hyphenated and Alternative Methods of Detection in Chromatography details the development and application of mass spectral detection techniques coupled with g

Issues of Fault Diagnosis for Dynamic Systems

Автор: Ron J. Patton; Paul M. Frank; Robert N. Clark
Название: Issues of Fault Diagnosis for Dynamic Systems
ISBN: 1849969957 ISBN-13(EAN): 9781849969956
Издательство: Springer
Рейтинг:
Цена: 181670.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Since the time our first book Fault Diagnosis in Dynamic Systems: The- ory and Applications was published in 1989 by Prentice Hall, there has been a surge in interest in research and applications into reliable methods for diag- nosing faults in complex systems.

Diagnosis and Fault-Tolerant Control

Автор: Mogens Blanke; J. Schr?der; Michel Kinnaert; Jan L
Название: Diagnosis and Fault-Tolerant Control
ISBN: 3642071368 ISBN-13(EAN): 9783642071362
Издательство: Springer
Рейтинг:
Цена: 130590.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents model-based analysis and design methods for fault diagnosis and fault-tolerant control. Architectural and structural models are used to analyse the propagation of the fault through the process, test fault detectability and reveal redundancies that can be used to ensure fault tolerance.

Diagnosis and Fault-Tolerant Control

Автор: Mogens Blanke; Michel Kinnaert; Jan Lunze; Marcel
Название: Diagnosis and Fault-Tolerant Control
ISBN: 366249986X ISBN-13(EAN): 9783662499863
Издательство: Springer
Рейтинг:
Цена: 87060.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Fault-tolerant control aims at a gradual shutdown response in automated systems when faults occur. It satisfies the industrial demand for enhanced availability and safety, in contrast to traditional reactions to faults, which bring about sudden shutdowns and loss of availability.

The book presents effective model-based analysis and design methods for fault diagnosis and fault-tolerant control. Architectural and structural models are used to analyse the propagation of the fault through the process, to test the fault detectability and to find the redundancies in the process that can be used to ensure fault tolerance. It also introduces design methods suitable for diagnostic systems and fault-tolerant controllers for continuous processes that are described by analytical models of discrete-event systems represented by automata.

The book is suitable for engineering students, engineers in industry and researchers who wish to get an overview of the variety of approaches to process diagnosis and fault-tolerant control.

The authors have extensive teaching experience with graduate and PhD students, as well as with industrial experts. Parts of this book have been used in courses for this audience. The authors give a comprehensive introduction to the main ideas of diagnosis and fault-tolerant control and present some of their most recent research achievements obtained together with their research groups in a close cooperatio

n with European research projects.

The third edition resulted from a major re-structuring and re-writing of the former edition, which has been used for a decade by numerous research groups. New material includes distributed diagnosis of continuous and discrete-event systems, methods for reconfigurability analysis, and extensions of the structural methods towards fault-tolerant control. The bibliographical notes at the end of all chapters have been up-dated. The chapters

end with exercises to be used in lectures.


Fault Diagnosis of Dynamic Systems

Автор: Teresa Escobet; Anibal Bregon; Belarmino Pulido; V
Название: Fault Diagnosis of Dynamic Systems
ISBN: 3030177270 ISBN-13(EAN): 9783030177270
Издательство: Springer
Рейтинг:
Цена: 139750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Fault Diagnosis of Dynamic Systems provides readers with a glimpse into the fundamental issues and techniques of fault diagnosis used by Automatic Control (FDI) and Artificial Intelligence (DX) research communities. The book reviews the standard techniques and approaches widely used in both communities. It also contains benchmark examples and case studies that demonstrate how the same problem can be solved using the presented approaches. The book also introduces advanced fault diagnosis approaches that are currently still being researched, including methods for non-linear, hybrid, discrete-event and software/business systems, as well as, an introduction to prognosis.
Fault Diagnosis of Dynamic Systems is valuable source of information for researchers and engineers starting to work on fault diagnosis and willing to have a reference guide on the main concepts and standard approaches on fault diagnosis. Readers with experience on one of the two main communities will also find it useful to learn the fundamental concepts of the other community and the synergies between them. The book is also open to researchers or academics who are already familiar with the standard approaches, since they will find a collection of advanced approaches with more specific and advanced topics or with application to different domains. Finally, engineers and researchers looking for transferable fault diagnosis methods will also find useful insights in the book.


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