Solving Fault Diagnosis Problems

Linear Synthesis Techniques with Julia Code Examples
2. Auflage 2023
ISBN: 978-3-031-35769-5
Verlag: Springer International Publishing

Buch, Englisch, Band 482, 442 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 715 g

Reihe: Studies in Systems, Decision and Control

The goal of this new edition is the same as for the first edition ”to address the fault detection and isolation topics from a computational perspective“, by covering the same important aspects, namely, (1) providing a completely general theoretical treatment of fault and model detection problems for linear time-invariant systems; (2) presenting the best suited numerical approaches to solve the specific computational problems; (3) providing supporting software to solve the analysis and filter synthesis problems. In this second edition, the changes in the theoretical presentation are minor and all known errors and typos have been corrected. The major difference to the first edition is in the underlying computational support, which is now based on software developed in a relatively new language called Julia. The presentation of synthesis procedures and examples is similar to the first edition, but it is now interlaced with Julia codes which can be used to reproduce all computational examples and figures presented in the book. An Appendix has been added to cover some basic issues related to using Julia and the new FaultDetectionTools and DescriptorSystems packages. 

Zielgruppe

Research

Autoren/Hrsg.

Varga, Andreas

Fachgebiete

• Technische Wissenschaften Maschinenbau | Werkstoffkunde Produktionstechnik Zuverlässigkeitstechnik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Regelungstechnik

Inhaltsverzeichnis

Part I Basics of Fault Diagnosis.- 1 Introduction.- 2 Modelling Systems with Faults.- 3 Fault Diagnosis.- 4 Model Detection.- Part II Synthesis of Residual Generators.- 5 Synthesis of Fault Detection and Isolation Filters.- 6 Synthesis of Model Detection Filters.- 7 Computational Issues.- 8 Case Studies.- Part III Background Material.- 9 System Theoretical Concepts.- 10 Computational Algorithms and Software.- A Introduction to Julia Language and Packages.- References.- Index.