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

Buch 24 von 472: SpringerBriefs in Applied Sciences and Technology

Liu, Mingyan

 
9783319041926: Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors (SpringerBriefs in Applied Sciences and Technology)
Softcover
ISBN 10: 3319041924 ISBN 13: 9783319041926
Verlag: Springer, 2014

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Mingyan Liu is the Peter and Evelyn Fuss Chair of Electrical and Computer Engineering at the University of Michigan. She received her B.Sc. in electrical engineering in 1995 from Nanjing University of Aeronautics and Astronautics, Nanjing, China, M.Sc. in systems engineering, and Ph.D. in electrical engineering from the University of Maryland, College Park, in 1997 and 2000, respectively. She joined the Department of Electrical Engineering and Computer Science at the University of Michigan, Ann Arbor, in September 2000, where she is currently a Professor. Her research interests are in optimal resource allocation, sequential decision theory, incentive design, and performance modeling and analysis, all within the context of large-scale networked systems. Her most recent research activities involve cyber risk quantification and designing cybersecurity incentive mechanisms using large-scale Internet measurement data and machine learning techniques. She is the recipient of the 2002 NSF CAREER Award, the University of Michigan Elizabeth C. Crosby Research Award in 2003 and 2014, the 2010 EECS Department Outstanding Achievement Award, the 2015 College of Engineering Excellence in Education Award, the 2017 College of Engineering Excellence in Service Award, and the 2018 Distinguished University Innovator Award. She is a Fellow of the IEEE and a member of the ACM.

Von der hinteren Coverseite

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.

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Verlag
Springer
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3319041924
ISBN 13 
9783319041926
Einband
Taschenbuch
Anzahl der Seiten
56
Kontakt zum Hersteller
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