Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors

• Κύριοι συγγραφείς: Liu, Mingyan (Συγγραφέας), Hu, Zongding (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Σειρά: SpringerBriefs in Applied Sciences and Technology,
• Θέματα: Engineering.; Fluids.; Statistical physics.; Fluid mechanics.; Engineering Fluid Dynamics.; Fluid- and Aerodynamics.; Nonlinear Dynamics.

 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. 

 Introduction -- Experimental -- Analysis tools of time series data -- Results and discussion -- Concluding remarks.