Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors

Download or read book Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors written by Mingyan Liu and published by Springer. This book was released on 2014-01-02 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.