Please use this identifier to cite or link to this item: http://dx.doi.org/10.14279/depositonce-8512
Main Title: A Tutorial on the Proper Orthogonal Decomposition
Author(s): Weiss, Julien
Type: Conference Object
Language Code: en
Is Supplemented By: 10.14279/depositonce-8447
Abstract: This tutorial introduces the Proper Orthogonal Decomposition (POD) to engineering students and researchers interested in its use in fluid dynamics and aerodynamics. The objectives are firstly to give an intuitive feel for the method and secondly to provide example MATLAB codes of common POD algorithms. The discussion is limited to the finite-dimensional case and only requires knowledge of basic statistics and matrix algebra. The POD is first introduced with a two-dimensional example in order to illustrate the different projections that take place in the decomposition. The n-dimensional case is then developed using experimental data obtained in a turbulent separation-bubble flow and numerical results from simulations of a cylinder wake flow.
URI: https://depositonce.tu-berlin.de/handle/11303/9456
http://dx.doi.org/10.14279/depositonce-8512
Issue Date: 2019
Date Available: 20-Jun-2019
DDC Class: 621 Angewandte Physik
519 Wahrscheinlichkeiten, angewandte Mathematik
Subject(s): Proper Orthogonal Decomposition
turbulent separation bubble
POD
License: https://creativecommons.org/licenses/by/4.0/
Proceedings Title: 2019 AIAA Aviation Forum. 17–21 June 2019, Dallas, Texas, United States
Publisher: American Institute of Aeronautics and Astronautics
Publisher Place: Dallas
Article Number: AIAA 2019-3333
Appears in Collections:FG Aerodynamik » Publications

Files in This Item:
File Description SizeFormat 
podnotes_aiaa2019.pdf5.43 MBAdobe PDFThumbnail
View/Open


This item is licensed under a Creative Commons License Creative Commons