Auxiliary Signal Design in Fault Detection and Diagnosis

1. Auflage 1989
ISBN: 978-3-540-51559-3
Verlag: Springer Berlin Heidelberg

Buch, Englisch, Band 134, 217 Seiten, Paperback, Format (B × H): 170 mm x 244 mm, Gewicht: 409 g

Reihe: Lecture Notes in Control and Information Sciences

The object of this book is to present a systematic method for auxiliary signal design in fault detection and diagnosis. It covers systems that can be represented by linear or linearised multiple-input, multiple-output stochastic models. It is very illustrative since each new concept is demonstrated with simple examples and plots. Some fundamental problems in change detection have been investigated. A basic knowledge of probability theory, statistical inference, matrix and control theory is required. Postgraduates and researchers will find it an interesting reference to fault detection and test signal design. The book can also be used as a tutorial material for final year undergraduates, especially those who work on a project related to test signal designs, fault detection or modeling.

Zielgruppe

Research

Autoren/Hrsg.

Zhang, Xue J.

Fachgebiete

• Technische Wissenschaften Maschinenbau | Werkstoffkunde Technische Mechanik | Werkstoffkunde Werkstoffprüfung
• Technische Wissenschaften Technik Allgemein Nanotechnologie

Inhaltsverzeichnis

Preliminaries.- Sequential probability ratio test.- Auxiliary signals for improving fault detection.- Extension to multiple hypothesis testing.- Modelling and identification of the chemical process.- Fault detection and diagnosis in the chemical process.- Conclusions and further research.