Liu, Mingyan. <br/><br/>
Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors  [electronic resource] / 
by Mingyan Liu, Zongding Hu. 
 - XI, 44 p. 19 illus., 1 illus. in color.  online resource. 
 - SpringerBriefs in Applied Sciences and Technology,  2191-530X .
 - SpringerBriefs in Applied Sciences and Technology, .
<br/><br/>Introduction -- Experimental -- Analysis tools of time series data -- Results and discussion -- Concluding remarks. 
<br/><br/> 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. 
<br/><br/><label>ISBN: </label>9783319041933 
<br/><br/><label>Standard No.: </label>10.1007/978-3-319-04193-3  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Engineering.<br/>Fluids.<br/>Statistical physics.<br/>Fluid mechanics.<br/>Engineering.<br/>Engineering Fluid Dynamics.<br/>Fluid- and Aerodynamics.<br/>Nonlinear Dynamics.
<br/><br/><label>LC Class. No.: </label>TA357-359 
<br/><br/><label>Dewey Class. No.: </label>620.1064