- Tytuł:
- On the application of the artificial neural network method to a neural simulator of steam turbine power plant
- Autorzy:
- Ślęzak-Żołna, J.
- Powiązania:
- https://bibliotekanauki.pl/articles/259627.pdf
- Data publikacji:
- 2006
- Wydawca:
- Politechnika Gdańska. Wydział Inżynierii Mechanicznej i Okrętownictwa
- Tematy:
-
siłownie turbinowe
modelowanie i symulacja
elektrownie turbinowe
diagnostyka bieżąca
neural modeling and simulating
turbine power plants
on-line diagnostics - Opis:
- In the paper a neural simulator of steam power unit is presented as an example of application of artificial neural networks (ANN) for modeling complex technical objects. A set of one-directional back-propagation networks was applied to simulate distribution of main steam flow parameters in the cycle's crucial points for a broad range of loading. A very good accuracy and short computation time was obtained. The advantages make the simulator useful for on-line diagnostic applications where short response time is very important. The most important features of the simulator, main phases of its elaboration and a certain amount of experience gained from solving the task was presented to make the practical application of the method in question more familiar.
- Źródło:
-
Polish Maritime Research; 2006, 1; 16-20
1233-2585 - Pojawia się w:
- Polish Maritime Research
- Dostawca treści:
- Biblioteka Nauki
Artykuł