Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors
Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors by Mingyan Liu and Zongding Hu
English | 2014 | ISBN: 3319041924 | 49 pages | PDF | 2,1 MB
English | 2014 | ISBN: 3319041924 | 49 pages | PDF | 2,1 MB
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.