Digital Library of Zielona Góra contains 63 052 digital objects
Object
Title: Development of dynamic neural networks with application to observer-based fault detection and isolation
Contributor:
Korbicz, Józef (1951- ) - red. ; Patton, Ronald J. - red.
Subtitle:
Group publication title:
Abstract:
The paper suggests a neural-network approach to the design of robust fault diagnosis systems. The main emphasis is placed upon the development of neural observer schemes. They are built based on dynamic neural networks, i.e. dynamic multi-layer perceptrons with mixed structure. The goal is to achieve an adequate approximation of process outputs for known classes of the process behaviour. ; The obtained symptoms are then classified by means of static artificial nets. Appropriate decision mechanisms are designed for each type of observer schemes. An application to a laboratory process is included. It refers to component and instrument fault detection and isolation in a three-tank system.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 9, number 3 (1999) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (1999)
Last modified:
Jul 14, 2025
In our library since:
Jan 22, 2021
Number of object content hits:
212
All available object's versions:
https://www.zbc.uz.zgora.pl/publication/64802
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| Edition name | Date |
|---|---|
| Development of dynamic neural networks with application to observer-based fault detection and isolation | Jul 14, 2025 |
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