{"product_id":"nonlinear-analysis-and-prediction-of-time-series-in-multiphase-reactors-von-zongding-hu-mingyan-liu","title":"Nonlinear Analysis and Prediction of Time Series in Multiphase Reactors","description":"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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319041926\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783319041926","offer_id":39425441529949,"sku":"9783319041926","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/a973669f-8445-4e8f-8ed2-f88c2400c6c6.jpg?v=1775623539","url":"https:\/\/shop.autorenwelt.de\/en\/products\/nonlinear-analysis-and-prediction-of-time-series-in-multiphase-reactors-von-zongding-hu-mingyan-liu","provider":"Autorenwelt Shop","version":"1.0","type":"link"}