Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis
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...
Guardado en:
| Autor principal: | |
|---|---|
| Formato: | Libro electrónico |
| Lenguaje: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2014.
|
| Colección: | Studies in Computational Intelligence,
510 |
| Materias: | |
| Acceso en línea: | http://dx.doi.org/10.1007/978-3-319-01547-7 |
| Aporte de: | Registro referencial: Solicitar el recurso aquí |
Tabla de Contenidos:
- Introduction
- Designing of dynamic neural networks
- Estimation methods in training of ANNs for robust fault diagnosis
- MLP in robust fault detection of static non-linear systems
- GMDH networks in robust fault detection of dynamic non-linear systems
- State-space GMDH networks for actuator robust FDI.