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Fault detection and diagnosis in nonlinear systems [electronic resource] : a differential and algebraic viewpoint / Rafael Martinez-Guerra, Juan Luis Mata-Machuca.

Martinez-Guerra, Rafael, author.; Mata-Machuca, Juan Luis, author.
2014
TA169.6
Available Online
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Title
Fault detection and diagnosis in nonlinear systems [electronic resource] : a differential and algebraic viewpoint / Rafael Martinez-Guerra, Juan Luis Mata-Machuca.
Author
Martinez-Guerra, Rafael, author.
ISBN
9783319030470 electronic book
3319030477 electronic book
9783319030463
DOI
https://doi.org/10.1007/978-3-319-03047-0
Published
Cham : Springer, 2014.
Language
English
Description
1 online resource (xvii, 128 pages) : illustrations (some color).
Item Number
10.1007/978-3-319-03047-0 doi
Call Number
TA169.6
Dewey Decimal Classification
620/.00452
Summary
The high reliability required in industrial processes has created the necessity of detecting abnormal conditions, called faults, while processes are operating. The term fault generically refers to any type of process degradation, or degradation in equipment performance because of changes in the process's physical characteristics, process inputs or environmental conditions. This book is about the fundamentals of fault detection and diagnosis in a variety of nonlinear systems which are represented by ordinary differential equations. The fault detection problem is approached from a differential algebraic viewpoint, using residual generators based upon high-gain nonlinear auxiliary systems ("observers"). A prominent role is played by the type of mathematical tools that will be used, requiring knowledge of differential algebra and differential equations. Specific theorems tailored to the needs of the problem-solving procedures are developed and proved. Applications to real-world problems, both with constant and time-varying faults, are made throughout the book and include electromechanical positioning systems, the Continuous Stirred Tank Reactor (CSTR), bioreactor models and belt drive systems, to name but a few.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Description based on online resource; title from PDF title page (SpringerLink, viewed November 18, 2013).
Added Author
Mata-Machuca, Juan Luis, author.
Series
Understanding complex systems, 1860-0832
Springer complexity.
Linked Resources
Online Access
Record Appears in
Online Resources > Ebooks
All Resources
The Fault Detection Problem in Nonlinear Systems using Residual Generators
Fault Detection in CSTR Using Nonlinear Observers
Diagnosis of Nonlinear Systems Using the Concept of Differential Transcendence Degree
On Nonlinear System Diagnosis Via High-Gain Observers: a Case Study
Fault detection in a belt-drive system
Fault diagnosis viewed as a left invertibility problem
Fault estimation using sliding mode observers
Diagnosis for a class of non-differentially flat and Liouvillian systems
Fault estimation using a polynomial observer: a real-time application.

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