Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors

Nonfiction, Science & Nature, Science, Physics, Mechanics, Technology, Engineering, Mechanical
Cover of the book Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors by Mingyan Liu, Zongding Hu, Springer International Publishing
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Author: Mingyan Liu, Zongding Hu ISBN: 9783319041933
Publisher: Springer International Publishing Publication: December 30, 2013
Imprint: Springer Language: English
Author: Mingyan Liu, Zongding Hu
ISBN: 9783319041933
Publisher: Springer International Publishing
Publication: December 30, 2013
Imprint: Springer
Language: English

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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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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