Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors

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This book reports on important nonlinear aspects or deterministic chaos issues in the systems of multi-phase reactors. The reactors treated in the book include gas-liquid bubble columns, gas-liquid-solid fluidized beds and gas-liquid-solid magnetized fluidized beds. The authors take pressure fluctuations in the bubble columns as time series for nonlinear analysis, modeling and forecasting. They present qualitative and quantitative non-linear analysis tools which include attractor phase plane plot, correlation dimension, Kolmogorov entropy and largest Lyapunov exponent calculations and local non-linear short-term prediction.

Author(s): Mingyan Liu, Zongding Hu (auth.)
Series: SpringerBriefs in Applied Sciences and Technology : SpringerBriefs on Multiphase Flow
Edition: 1
Publisher: Springer International Publishing
Year: 2014

Language: English
Pages: 44
Tags: Engineering Fluid Dynamics; Fluid- and Aerodynamics; Nonlinear Dynamics

Front Matter....Pages i-xi
Introduction....Pages 1-7
Experimental....Pages 9-11
Analysis Tools of Time Series Data....Pages 13-18
Results and Discussion....Pages 19-41
Concluding Remarks....Pages 43-44