1. Multiresolution analysis of gas fluidization by empirical mode decomposition and recurrence quantification analysis
- Author
-
N. Gascons and Miquel F. Llop
- Subjects
Fluid Flow and Transfer Processes ,Fluidization ,Sistemes no lineals ,Mechanical Engineering ,Multiresolution analysis ,Particle interaction ,General Physics and Astronomy ,02 engineering and technology ,01 natural sciences ,Hilbert–Huang transform ,010305 fluids & plasmas ,Fluïdització ,Nonlinear system ,Local Bubble ,020401 chemical engineering ,Recurrence quantification analysis ,0103 physical sciences ,Slugging ,Nonlinear systems ,Statistical physics ,0204 chemical engineering ,Mathematics - Abstract
The dynamics of gas fluidization is investigated by means of multiresolution analysis. Empirical mode decomposition (EMD) and the Hilbert-Huang transform approach applied to the signals of pressure fluctuation of the bed have been used for this purpose, operating in bubbling and slugging regimes. To elucidate the different components of the different scales, recurrence plots (RP) and recurrence quantification analysis (RQA) have been used. These techniques can distinguish the three different scales of gas fluidization: micro-scale, meso-scale and macro-scale, and classify every mode on its scale. Three modes from the EMD have been related to each dynamic component: particle interaction, local bubble dynamics and bed oscillation, showing evidence of this relationship. To show that the complexity of the modes matches with their characteristics, two measures have been computed: the apparent entropy and Lemped–Ziv complexity.
- Published
- 2020