TY  - BOOK
AU  - 
ED  - SpringerLink (Online service)
TI  - Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems: From Analytical to Soft Computing Approaches 
T2  - Lecture Notes in Control and Information Sciences,
SN  - 9783540711162
AV  - TJ210.2-211.495 
U1  - 629.8 23
PY  - 2007///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg
KW  - Engineering
KW  - Systems theory
KW  - Control engineering systems
KW  - Control , Robotics, Mechatronics
KW  - Systems Theory, Control
N1  - I. Principles of Fault Diagnosis -- Analytical Techniques-Based FDI -- Soft Computing-Based FDI -- II. State and Parameter Estimation Strategies -- State Estimation Techniques for FDI -- Parameter Estimation-Based FDI -- III. Soft Computing Strategies -- Evolutionary Algorithms -- Neural Networks -- Conclusions and Future Research Directions; ZDB-2-ENG
N2  - This monograph presents a variety of techniques that can be used for designing robust fault diagnosis schemes for non-linear systems. The introductory part of the book is of a tutorial value and can be perceived as a good starting point for the new-comers to this field. Subsequently, advanced robust observer structures are presented. Parameter estimation based techniques are discussed as well. A particular attention is drawn to experimental design for fault diagnosis. The book also presents a number of robust soft computing approaches utilizing evolutionary algorithms and neural networks. All approaches described in this book are illustrated by practical applications
UR  - http://dx.doi.org/10.1007/978-3-540-71116-2
ER  -