Repozytorium Uniwersytetu Zielonogórskiego udostępnia 9 465 obiektów cyfrowych
Obiekt
Tytuł: An expert system coupled with a hierarchical structure of fuzzy neural networks for fault diagnosis
Contributor:
Korbicz, Józef (1951- ) - red. ; Patton, Ronald J. - red.
Subtitle:
Group publication title:
Abstract:
An on-line fault diagnosis system, designed to be robust to the normal transient behaviour of the process, is described. The overall system consists of an expert system cascade with a hierarchical structure of fuzzy neural networks, corresponding to a multi-stage fault detection and isolation system. ; The fault detection is performed through the expert system by means of fault detection heuristic rules, generated from deep and shallow knowledge of the process under consideration. If a fault is detected, the hierarchical structure of fuzzy neural networks starts and it performs the fault isolation task. ; The structure of this diagnosis system was designed to allow for the diagnosis of single and multiple simultaneous abrupt and incipient faults from only single abrupt fault symptoms. Also, it combines the advantages of both fuzzy reasoning and neural networks learning capacity. ; A continuous binary distillation column has been used as a test bed of the current approach. Single, double and triple simultaneous abrupt faults, as well as incipient faults, have been considered. The preliminary results obtained show a good accuracy, even in the case of multiple faults.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 9, number 3 (1999) ; kliknij tutaj, żeby przejść
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Kolekcje, do których przypisany jest obiekt:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- 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)
Data ostatniej modyfikacji:
Jul 14, 2025
Data dodania obiektu:
Jan 22, 2021
Liczba wyświetleń treści obiektu:
303
Wszystkie dostępne wersje tego obiektu:
https://zbc.uz.zgora.pl/repozytorium/publication/64808
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| Nazwa wydania | Data |
|---|---|
| An expert system coupled with a hierarchical structure of fuzzy neural networks for fault diagnosis | Jul 14, 2025 |
Obiekty Podobne
Tatara, Marek S. Kowalczuk, Zdzisław (1953- ) Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Ducard, Guillaume J.J. Simani, Silvio - ed. Castaldi, Paolo - ed.
Laursen, Morten Blanke, Mogens Düştegör, Dilek Korbicz, Józef (1951- ) - ed. Sauter, Dominique - ed.
Kościelny, Jan Maciej Syfert, Michał Rostek, Kornel Sztyber, Anna Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Janczak, Andrzej Korbicz, Józef (1951- ) - red. Patton, Ronald J. - red.
Ragot, José Mourot, Gilles Kallas, Maya Yao, Baozhen - ed. Wang, Shuaian - ed. Asian, Sobhan - ed.
Xu, Feng Puig, Vicenç Ocampo-Martinez, Carlos Olaru, Sorin Niculescu, Silviu-Iulian Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Fang, Shaoji Blanke, Mogens Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
