Skip to main content

2018 | Buch

Active Fault-Tolerant Control Systems

A Behavioral System Theoretic Perspective

insite
SUCHEN

Über dieses Buch

The book introduces novel algorithms for designing fault-tolerant control (FTC) systems using the behavioral system theoretic approach, and presents a demonstration of successful novel FTC mechanisms on several benchmark examples. The authors also discuss a new transient management scheme, which is an essential requirement for the implementation of active FTC systems, and two data-driven methodologies that are broadly classified as active FTC systems: the projection-based approach and the online-redesign approach. These algorithms do not require much a priori information about the plant in real-time, and in addition this novel implementation of active FTC systems circumvents various weaknesses induced by using a diagnostic module in real-time. The book provides graduate students taking masters and doctoral courses in mathematics, control, and electrical engineering an excellent stepping-stone for their research. It also appeals to practitioners interested to apply innovative fail-safe control techniques.

Inhaltsverzeichnis

Frontmatter
Chapter 1. Introduction
Abstract
Increased performance together with safety requirements are the key aspects of modern technological systems, which are met by sophisticated control schemes.
Tushar Jain, Joseph J. Yamé, Dominique Sauter
Chapter 2. Active Fault-Tolerant Control: Current and Past
Abstract
This chapter reviews the current and past status of the progress made in the area of FTC research. Most of the FTC techniques depends on the type of fault occurred into the system, where the FD plays a significant role. So, the chapter starts with classifying the types of faults followed by the discussion on fault diagnosis and the analysis of various FTC schemes.
Tushar Jain, Joseph J. Yamé, Dominique Sauter
Chapter 3. The Behavioral Paradigm
Abstract
In this chapter, we introduce basic concepts of the behavioral approach that put the foundation to address active FTC approaches in this book. We shall see here how the behaviors are described for a dynamical system. The elementary properties (for example linearity, time/shift invariance) associated with a dynamical system are discussed taking this behavioral point of view. As we mentioned (very briefly) in the last chapter, the real essence of this approach lies in its representation-free description. However, for the brevity of explanation, we shall often utilize kernel representations. These representations consider the polynomial matrices for describing a system, which are considered more general way of representing dynamical systems since these representations can easily be translated into either external-type or internal-type of representations by Chen (Linear systsem theory and design. Oxford University Press, New York, 1999, [18, Sects. 6–7]), Polderman and Willems (Introduction to mathematical systems theory: a behavioral approach. Springer, Berlin, 1997, [84]). To motivate further use of behavioral framework, we have considered various follow-up examples.
Tushar Jain, Joseph J. Yamé, Dominique Sauter
Chapter 4. Benchmark Examples
Abstract
This chapter introduce the benchmark examples that will be used to illustrate the effectiveness of the active fault-tolerant control systems later in the text.
Tushar Jain, Joseph J. Yamé, Dominique Sauter
Chapter 5. Projection Based Approach to Fault-Tolerant Control
Abstract
In this chapter, we shall present the solution to the problem of Fault-tolerant Control (FTC) by taking the behavioral system theoretic viewpoint.
Tushar Jain, Joseph J. Yamé, Dominique Sauter
Chapter 6. Online Redesign Approach to Fault Tolerant Control
Abstract
In the previous chapter, we presented a novel projection-based approach to solve the active fault-tolerant control problem posed in the Chap. 1.
Tushar Jain, Joseph J. Yamé, Dominique Sauter
Chapter 7. Real-Time Smooth Interconnection
Abstract
The prime aim of a fault-tolerant control system is to maintain the system performance, defined in terms of the desired behavior, at anytime, i.e., even after an occurrence of a fault. In previous two chapters, we presented novel real-time controller reconfiguration mechanisms to deal with the aforementioned issue.
Tushar Jain, Joseph J. Yamé, Dominique Sauter
Chapter 8. Applications
Abstract
In this chapter, we shall demonstrate the applications of approaches on various case-studies.
Tushar Jain, Joseph J. Yamé, Dominique Sauter
Backmatter
Metadaten
Titel
Active Fault-Tolerant Control Systems
verfasst von
Tushar Jain
Joseph J. Yamé
Dominique Sauter
Copyright-Jahr
2018
Electronic ISBN
978-3-319-68829-9
Print ISBN
978-3-319-68827-5
DOI
https://doi.org/10.1007/978-3-319-68829-9

Neuer Inhalt