An Acceleration Approach for Reduced-Order Models Based on Proper Orthogonal Decomposition Conference Paper

abstract

• This paper presents the development of an acceleration method for reduced-order models (ROM) based on the proper orthogonal decomposition method. The acceleration method took advantage of the nearly symmetrical structure of the matrices of the linear systems that generate the time coefficients of the reduced-order model. The technique was applied to a reduced-order model of the two-phase flows in fluidized beds. Results were presented for a ROM developed using numerical results from a computational fluid dynamics simulation of a two-dimensional bubbling fluidized bed. The computational speed-up depended on the number of modes used in the reconstruction.

name of conference

• 45th AIAA Aerospace Sciences Meeting and Exhibit

authors

• Cizmas, Paul

published proceedings

• 45th AIAA Aerospace Sciences Meeting and Exhibit

author list (cited authors)

• Cizmas, P.

citation count

• 2

complete list of authors

• Cizmas, Paul

publication date

• January 2007

publisher

• American Institute of Aeronautics and Astronautics (AIAA)  Publisher

Digital Object Identifier (DOI)

• 10.2514/6.2007-713

International Standard Book Number (ISBN) 10

• 1563478900

International Standard Book Number (ISBN) 13

• 9781563478901

start page

• 8825

end page

• 8834

volume

• 13

URL

• http://dx.doi.org/10.2514/6.2007-713