- Tytuł:
- A new approach to multiple fault diagnosis: A combination of diagnostic matrices, graphs, algebraic and rule-based models. The case of two-layer models
- Autorzy:
-
Ligęza, A.
Kościelny, J. M. - Powiązania:
- https://bibliotekanauki.pl/articles/929906.pdf
- Data publikacji:
- 2008
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
diagnoza zautomatyzowana
macierz diagnostyczna
zasady diagnostyczne
diagnoza na bazie modelu
diagnoza na bazie spójności
automated diagnosis
diagnostic matrix
diagnostic rules
model-based diagnosis
consistency-based diagnosis - Opis:
- The diagnosis of multiple faults is significantly more difficult than singular fault diagnosis. However, in realistic industrial systems the possibility of simultaneous occurrence of multiple faults must be taken into account. This paper investigates some of the limitations of the diagnostic model based on the simple binary diagnostic matrix in the case of multiple faults. Several possible interpretations of the diagnostic matrix with rule-based systems are provided and analyzed. A proposal of an extension of the basic, single-level model based on diagnostic matrices to a two-level one, founded on causal analysis and incorporating an OR and an AND matrix is put forward. An approach to the diagnosis of multiple faults based on inconsistency analysis is outlined, and a refinement procedure using a qualitative model of dependencies among system variables is sketched out.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2008, 18, 4; 465-476
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł