TY - JOUR
T1 - Proper Orthogonal Decomposition and Statistical Analysis of 2D Confined Impinging Jets Chaotic Flow
AU - Torres, Pedro
AU - Goncalves, Nelson D.
AU - Fonte, Claudio P.
AU - Dias, Madalena M.
AU - Lopes, José Carlos B.
AU - Liné, Alain
AU - Santos, Ricardo J.
PY - 2019
Y1 - 2019
N2 - Proper orthogonal decomposition (POD) is shown to be a statistical operation that identifies the main characteristics of chaotic flows and separates them into a few modes. The dynamic chaotic flow is obtained from two-dimensional (2D) computational fluid dynamics simulations, for different Reynolds numbers, of a confined impinging jets mixer. POD enables reconstruction of the dynamic flow from a few modes that are related to coherent flow structures. The POD flow reconstruction enables a large compression of the flow data set. The decomposition of the flow field into orthogonal modes related to coherent structures provides direct insight into the mixing dynamics and scales which are not accessible from flow dynamics statistic quantities, which were introduced in the context of turbulence and are here applied to chaotic flow.
AB - Proper orthogonal decomposition (POD) is shown to be a statistical operation that identifies the main characteristics of chaotic flows and separates them into a few modes. The dynamic chaotic flow is obtained from two-dimensional (2D) computational fluid dynamics simulations, for different Reynolds numbers, of a confined impinging jets mixer. POD enables reconstruction of the dynamic flow from a few modes that are related to coherent flow structures. The POD flow reconstruction enables a large compression of the flow data set. The decomposition of the flow field into orthogonal modes related to coherent structures provides direct insight into the mixing dynamics and scales which are not accessible from flow dynamics statistic quantities, which were introduced in the context of turbulence and are here applied to chaotic flow.
KW - Chaotic flows
KW - Computational fluid dynamics
KW - Confined impinging jets
KW - Proper orthogonal decomposition
UR - http://www.scopus.com/inward/record.url?scp=85067387863&partnerID=8YFLogxK
U2 - 10.1002/ceat.201900050
DO - 10.1002/ceat.201900050
M3 - Article
AN - SCOPUS:85067387863
SN - 0930-7516
JO - Chemical Engineering and Technology
JF - Chemical Engineering and Technology
ER -