Solving Fault Diagnosis Problems - Andreas Varga

Solving Fault Diagnosis Problems

Linear Synthesis Techniques with Julia Code Examples

(Autor)

Buch | Hardcover
XXXII, 442 Seiten
2024 | 2nd ed. 2023
Springer International Publishing (Verlag)
978-3-031-35766-4 (ISBN)
160,49 inkl. MwSt

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. 

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.

Erscheinungsdatum
Reihe/Serie Studies in Systems, Decision and Control
Zusatzinfo XXXII, 442 p. 27 illus., 16 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 871 g
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Mathematik / Informatik Mathematik Angewandte Mathematik
Technik Elektrotechnik / Energietechnik
Schlagworte continuous-time systems • Descriptor Systems • Discrete-time systems • Fault Diagnosis Solutions • Julia Codes • Linear Synthesis Techniques • Synthesis Problems
ISBN-10 3-031-35766-3 / 3031357663
ISBN-13 978-3-031-35766-4 / 9783031357664
Zustand Neuware
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