Computational Intelligence in Fault Diagnosis

Presenting the latest developments and research results on fault diagnosis approaches using computational intelligence methodologies, this book opens with a review of the state-of-the-art before moving on to focus on various theoretical aspects of computational intelligence methodologies applied to...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Palade, Vasile (Επιμελητής έκδοσης), Jain, Lakhmi (Επιμελητής έκδοσης), Bocaniala, Cosmin Danut (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: London : Springer London, 2006.
Σειρά:Advanced Information and Knowledge Processing
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 04197nam a22006255i 4500
001 978-1-84628-631-5
003 DE-He213
005 20151204170039.0
007 cr nn 008mamaa
008 100301s2006 xxk| s |||| 0|eng d
020 |a 9781846286315  |9 978-1-84628-631-5 
024 7 |a 10.1007/978-1-84628-631-5  |2 doi 
040 |d GrThAP 
050 4 |a TA1637-1638 
050 4 |a TA1634 
072 7 |a UYT  |2 bicssc 
072 7 |a UYQV  |2 bicssc 
072 7 |a COM012000  |2 bisacsh 
072 7 |a COM016000  |2 bisacsh 
082 0 4 |a 006.6  |2 23 
082 0 4 |a 006.37  |2 23 
245 1 0 |a Computational Intelligence in Fault Diagnosis  |h [electronic resource] /  |c edited by Vasile Palade, Lakhmi Jain, Cosmin Danut Bocaniala. 
264 1 |a London :  |b Springer London,  |c 2006. 
300 |a XVIII, 362 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Advanced Information and Knowledge Processing 
505 0 |a 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. 
520 |a Presenting the latest developments and research results on fault diagnosis approaches using computational intelligence methodologies, this book opens with a review of the state-of-the-art before moving on to focus on various theoretical aspects of computational intelligence methodologies applied to real-world fault diagnosis problems. Chapters deal with topics such as fuzzy sets applications to fault diagnosis, neural network based fault diagnosis applications and neuro-fuzzy techniques for fault diagnosis. The last chapter considers the problem of diagnosing large scale complex systems using local agents which, in particular, can be implemented using computational intelligence based fault diagnosis techniques. Several case studies are used including applying computational intelligence techniques to aero-engines fault diagnosis and diagnosing faults to various industrial devices, such as a flow control valve and a hydraulic installation in a rolling mill plant. Computational Intelligence in Fault Diagnosis presents the most recent concerns and research results in industrial fault diagnosis using intelligent techniques, and will be of interest to application engineers/technologists, graduates and researchers wishing to apply these techniques, enhance their knowledge, as well as build up a foundation for further study. 
650 0 |a Computer science. 
650 0 |a Logic design. 
650 0 |a Computer software  |x Reusability. 
650 0 |a Computers. 
650 0 |a Artificial intelligence. 
650 0 |a Computer simulation. 
650 0 |a Image processing. 
650 1 4 |a Computer Science. 
650 2 4 |a Image Processing and Computer Vision. 
650 2 4 |a Theory of Computation. 
650 2 4 |a Logic Design. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Simulation and Modeling. 
650 2 4 |a Performance and Reliability. 
700 1 |a Palade, Vasile.  |e editor. 
700 1 |a Jain, Lakhmi.  |e editor. 
700 1 |a Bocaniala, Cosmin Danut.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9781846283437 
830 0 |a Advanced Information and Knowledge Processing 
856 4 0 |u http://dx.doi.org/10.1007/978-1-84628-631-5  |z Full Text via HEAL-Link 
912 |a ZDB-2-SCS 
950 |a Computer Science (Springer-11645)