Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors
Liu, Mingyan.
Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors [libro electrónico] / by Mingyan Liu, Zongding Hu. - Cham : Springer International Publishing : Imprint: Springer, 2014. - xi, 44 p. : il. - SpringerBriefs in Applied Sciences and Technology, 2191-530X .
Introduction -- 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.
9783319041933
10.1007/978-3-319-04193-3 doi
Engineering.
Fluids.
Statistical physics.
Fluid mechanics.
Engineering Fluid Dynamics.
Fluid- and Aerodynamics.
Nonlinear Dynamics.
TA357-359
Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors [libro electrónico] / by Mingyan Liu, Zongding Hu. - Cham : Springer International Publishing : Imprint: Springer, 2014. - xi, 44 p. : il. - SpringerBriefs in Applied Sciences and Technology, 2191-530X .
Introduction -- 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.
9783319041933
10.1007/978-3-319-04193-3 doi
Engineering.
Fluids.
Statistical physics.
Fluid mechanics.
Engineering Fluid Dynamics.
Fluid- and Aerodynamics.
Nonlinear Dynamics.
TA357-359
