- Tytuł:
- Sampling related issues in pod-based model reduction of simplified circulating fluidised bed combustor model
- Autorzy:
- Bizon, K.
- Powiązania:
- https://bibliotekanauki.pl/articles/185585.pdf
- Data publikacji:
- 2015
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
model reduction
proper orthogonal decomposition
circulating fluidised bed
optimal sampling
redukcja modelu
złoże fluidalne
próbkowanie - Opis:
- Over the last decades the method of proper orthogonal decomposition (POD) has been successfully employed for reduced order modelling (ROM) in many applications, including distributed parameter models of chemical reactors. Nevertheless, there are still a number of issues that need further investigation. Among them, the policy of the collection of representative ensemble of experimental or simulation data, being a starting and perhaps most crucial point of the POD-based model reduction procedure. This paper summarises the theoretical background of the POD method and briefly discusses the sampling issue. Next, the reduction procedure is applied to an idealised model of circulating fluidised bed combustor (CFBC). Results obtained confirm that a proper choice of the sampling strategy is essential for the modes convergence however, even low number of observations can be sufficient for the determination of the faithful dynamical ROM.
- Źródło:
-
Chemical and Process Engineering; 2015, 36, 3; 365-376
0208-6425
2300-1925 - Pojawia się w:
- Chemical and Process Engineering
- Dostawca treści:
- Biblioteka Nauki
Artykuł