Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors
- ISBN-10
- 3319041932
- ISBN-13
- 9783319041933
- Category
- Technology & Engineering
- Pages
- 44
- Language
- English
- Published
- 2013-12-30
- Publisher
- Springer Science & Business Media
- Authors
- Mingyan Liu, Zongding Hu
Description
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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