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Liu M. Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors

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Liu M. Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors
Springer Cham Heidelberg New York Dordrecht London, 2014, XI, 44 p. 19 illus., 1 illus. in color. — ISBN 978-3-319-04192-6, ISBN 978-3-319-04193-3 (eBook), DOI 10.1007/978-3-319-04193-3 — (SpringerBriefs in Applied Sciences and Technology, Subseries: SpringerBriefs on Multiphase Flow).
Reports on important nonlinear aspects or deterministic chaos issues in the systems of multi-phase reactors
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.
Content Level » Research
Keywords » Chaotic Analysis - Gas-liquid Bubble Column - Gas-liquid-solid fFluidized Bed -Pressure Fluctuation - Pressure Fluctuation Time Series
Related subjects » Classical Continuum Physics - Mechanics - Statistical Physics & Dynamical Systems
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