Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors
Nonfiction, Science & Nature, Science, Physics, Mechanics, Technology, Engineering, Mechanical
| 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.
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.
