Palade / Bocaniala Computational Intelligence in Fault Diagnosis

2006
ISBN: 978-1-84628-631-5
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 362 Seiten, eBook

Reihe: Advanced Information and Knowledge Processing

This book presents the most recent concerns and research results in industrial fault diagnosis using intelligent techniques. It focuses on computational intelligence applications to fault diagnosis with real-world applications used in different chapters to validate the different diagnosis methods. The book includes one chapter dealing with a novel coherent fault diagnosis distributed methodology for complex systems.

Zielgruppe

Research

Autoren/Hrsg.

Palade, Vasile

Bocaniala, Cosmin Danut

Inhaltsverzeichnis

Computational Intelligence Methodologies in Fault Diagnosis: Review and State of the Art.- A Fuzzy Logic Approach to Gas Path Diagnostics in Aero-engines.- Fault Detection and Isolation of Industrial Processes Using Optimized Fuzzy Models.- A Fuzzy Classification Technique Applied to Fault Diagnosis.- Fuzzy-Statistical Reasoning in Fault Diagnosis.- Artificial Neural Networks in Fault Diagnosis: A Gas Turbine Scenario.- Two-Stage Neural Networks Based Classifier System for Fault Diagnosis.- Soft Computing Models for Fault Diagnosis of Conductive Flow Systems.- Fault Diagnosis in a Power Generation Plant Using a Neural Fuzzy System with Rule Extraction.- Fuzzy Neural Networks Applied to Fault Diagnosis.- Causal Models for Distributed Fault Diagnosis of Complex Systems.