Dynamic Mode Decomposition Analysis of Spatially Agglomerated Flow Databases
Published in Energies, 2020
Recommended citation: Binghua Li, Jesús Garicano-Mena, Yao Zheng, Eusebio Valero. (2020) "Dynamic Mode Decomposition Analysis of Spatially Agglomerated Flow Databases" Energies. 13(9):2134. http://dx.doi.org/10.3390/en13092134
Binghua Li, Jesús Garicano-Mena, Yao Zheng and Eusebio Valero
Key Point
Using machine learning (e.g. clustering algorithms) and compress sensing theory to reduce the data size of turbulent flow spatially/temporally, make it possible to apply DMD on large flow datasets.