Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors

• Main Authors: Liu, Mingyan (Author), Hu, Zongding (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: SpringerBriefs in Applied Sciences and Technology,
• Subjects: Engineering.; Fluids.; Statistical physics.; Fluid mechanics.; Engineering Fluid Dynamics.; Fluid- and Aerodynamics.; Nonlinear Dynamics.
• Physical Description: XI, 44 p. 19 illus., 1 illus. in color. online resource.
• ISBN: 9783319041933
• ISSN: 2191-530X

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.