Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors electronic resource by Mingyan Liu, Zongding Hu.
Material type: TextSeries: SpringerBriefs in Applied Sciences and TechnologyPublication details: Cham : Springer International Publishing : Imprint: Springer, 2014Description: XI, 44 p. 19 illus., 1 illus. in color. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783319041933Subject(s): engineering | Hydraulic engineering | Engineering | Engineering Fluid Dynamics | Fluid- and Aerodynamics | Nonlinear DynamicsDDC classification: 620.1064 LOC classification: TA357-359Online resources: Click here to access onlineIntroduction -- Experimental -- Analysis tools of time series data -- Results and discussion -- Concluding remarks.
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.
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