Zielonogórska Biblioteka Cyfrowa udostępnia 65 903 obiektów cyfrowych
Obiekt
Tytuł: Advances in model-based fault diagnosis with evolutionary algorithms and neural networks
Contributor:
Korbicz, Józef (1951- ) - red.
Subtitle:
Soft Computing in Control and Fault Diagnosis
Group publication title:
Abstract:
Challenging design problems arise regularly in modern fault diagnosis systems. Unfortunately, the classical analyticaltechniques often cannot provide acceptable solutions to such difficult tasks. This explains why soft computing techniquessuch as evolutionary algorithms and neural networks become more and more popular in industrial applications of faultdiagnosis. The main objective of this paper is to present recent developments regarding the application of evolutionaryalgorithms and neural networks to fault diagnosis. ; In particular, a brief introduction to these computational intelligenceparadigms is presented, and then a review of their fault detection and isolation applications is performed. Close attention ispaid to techniques that integrate the classical and soft computing methods. A selected group of them is carefully describedin the paper. The performance of the presented approaches is illustrated with the use of the DAMADICS fault detectionbenchmark that deals with a valve actuator.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, Volume 16, Number 1 (2006) ; kliknij tutaj, żeby przejść
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Kolekcje, do których przypisany jest obiekt:
- 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) (2006)
Data ostatniej modyfikacji:
Jul 14, 2025
Data dodania obiektu:
Aug 10, 2018
Liczba wyświetleń treści obiektu:
360
Wszystkie dostępne wersje tego obiektu:
https://www.zbc.uz.zgora.pl/publication/54914
Wyświetl opis w formacie RDF:
Wyświetl opis w formacie OAI-PMH:
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 16, number 1 (2006)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 16, number 2 (2006)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 16, number 3 (2006)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 16, number 4 (2006)
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
| Nazwa wydania | Data |
|---|---|
| Advances in model-based fault diagnosis with evolutionary algorithms and neural networks | Jul 14, 2025 |
Obiekty Podobne
Patan, Krzysztof Witczak, Marcin Korbicz, Józef (1951- ) Korbicz, Józef (1951- ) - ed. Sauter, Dominique - ed.
Awais, Muhammad Akram, Tallha Alasiry, Areej Marzougui, Mehrez Park, Jongwoon Chang, Byoungchol Woźniak, Marcin - ed. Kumar, Yogesh - ed. Ijaz, Muhammad Fazal - ed.
Pławiak, Paweł Tadeusiewicz, Ryszard (1947- ) Korbicz, Józef (1951- ) - red. Kowal, Marek - red.
Witczak, Marcin Pazera, Marcin Majdzik, Paweł Matysiak, Ryszard Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Marcu, Teodor Mirea, Letitia Frank, Paul M. Korbicz, Józef (1951- ) - red. Patton, Ronald J. - red.
Simani, Silvio Farsoni, Saverio Castaldi, Paolo Puig, Vicenç - ed. Sauter, Dominique - ed. Aubrun, Christophe - ed. Schulte, Horst - ed.
Kukurowski, Norbert Mrugalski, Marcin Pazera, Marcin Witczak, Marcin Witczak, Marcin - ed. Stetter, Ralf - ed.
Laursen, Morten Blanke, Mogens Düştegör, Dilek Korbicz, Józef (1951- ) - ed. Sauter, Dominique - ed.
