Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis
|Series title:||Studies in Computational Intelligence Ser.|
|Publication Date:||Aug 2013|
| Book Format:||Hardback|
|List Price:||USD $129.00|
| Book Description: |
The present book is devoted to problems of adaptation of artificial neural networks to robust fault diagnosis schemes. It presents neural networks-based modelling and estimation techniques used for designing robust fault diagnosis schemes for non-linear dynamic systems.
A part of the book focuses on fundamental issues such as architectures of dynamic neural networks, methods for designing of neural networks and fault diagnosis schemes as well as the importance of robustness....