TY - GEN digital ID - 131515138 TI - Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors AU - Liu, Mingyan AU - Hu, Zongding PY - 2014 SN - 9783319041933 PB - Cham Springer International Publishing DB - UniCat KW - Classical mechanics. Field theory KW - Fluid mechanics KW - Hydraulic energy KW - Applied physical engineering KW - vloeistofstroming KW - aerodynamica KW - time series analysis KW - ingenieurswetenschappen KW - hydraulica KW - dynamica KW - vloeistoffen UR - https://www.unicat.be/uniCat?func=search&query=sysid:131515138 AB - 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 columnsĀ 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. ER -