Solving Fault Diagnosis Problems : Linear Synthesis Techniques with Julia Code Examples.

Format:

Book

Author/Creator:

Varga, Andreas.

Series:

Studies in Systems, Decision and Control Series

Studies in Systems, Decision and Control Series ; v.482

Language:

English

Subjects (All):

Fault location (Engineering).

Linear systems.

Physical Description:

1 online resource (462 pages)

Edition:

2nd ed.

Place of Publication:

Cham : Springer International Publishing AG, 2024.

Summary:

This book, 'Solving Fault Diagnosis Problems: Linear Synthesis Techniques with Julia Code Examples,' by Andreas Varga, offers an in-depth exploration of fault detection and model diagnosis in linear systems, utilizing the programming language Julia. It builds on the first edition by incorporating new software tools developed in Julia, aimed at enhancing computational performance and accessibility. The work presents general theoretical treatments, numerical approaches, and supporting software for fault and model detection. It serves as an educational resource for researchers and advanced graduate students, with practical examples and reproducible results. Its goal is to provide a comprehensive computational perspective on fault detection and isolation topics. Generated by AI.

Contents:

Preface to the Second Edition

Preface to the First Edition

Contents

Acronyms

Synthesis Procedures

Notations and Symbols

General Notations

Fault Diagnosis-Related Notations

Model Detection-Related Notations

List of Figures

List of Tables

Listings

Part I Basics of Fault Diagnosis

1 Introduction

1.1 Linear Synthesis Techniques for Fault Diagnosis

1.2 Outline of the Book

1.3 Notes and References

2 Modelling Systems with Faults

2.1 Types of Faults

2.2 Plant Models with Additive Faults

2.2.1 Models with Parametric Uncertainties

2.2.2 Models with Parametric Faults

2.2.3 Multiple Linear Models

2.3 Physical Fault Models

2.4 Notes and References

3 Fault Diagnosis

3.1 Basic Fault Monitoring Tasks

3.2 Residual Generation

3.3 Fault Detectability

3.4 Fault Isolability Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

Other Format:

Print version: Varga, Andreas Solving Fault Diagnosis Problems

ISBN:

9783031357671

3031357671

OCLC:

1427069338