Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors (SpringerBriefs in Applied Sciences and Technology)

Mingyan Liu, Zongding Hu

ISBN 10: 3319041924 / ISBN 13: 9783319041926

Editore: Springer 2014-01-16, 2014

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Codice articolo 6666-IUK-9783319041926

Dati bibliografici

Titolo: Nonlinear Analysis and Prediction of Time ...

Casa editrice: Springer 2014-01-16

Data di pubblicazione: 2014

Legatura: Paperback

Condizione: New

Descrizione articolo

Riassunto:

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.

Contenuti:

Introduction.- Experimental.- Analysis tools of time series data.- Results and discussion.- Concluding remarks.