Vasile Palade,
Cosmin Danut Bocaniala
Springer London
0e druk, 2010
9781849965835
Computational Intelligence in Fault Diagnosis
Specificaties
Paperback, 362 blz.
|
Engels
Springer London |
0e druk, 2010
ISBN13: 9781849965835
Rubricering
Onderdeel van serie
Advanced Information and Knowledge Processing
Levertijd ongeveer 8 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9781849965835
Taal:Engels
Bindwijze:paperback
Aantal pagina's:362
Uitgever:Springer London
Druk:0
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Inhoudsopgave
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.