The drag coefficient plays a vital role in the modeling of gas-solid flows. Its knowledge is essential for understanding the momentum exchange between the gas and solid phases of a fluidization system, and correctly predicting the related hydrodynamics. There exists a number of models for predicting the magnitude of the drag coefficient. However, their major limitation is that they predict widely differing drag coefficient values over same parameter ranges. The parameter ranges over which models possess a good drag prediction accuracy are also not specified explicitly. Accordingly, the present investigation employs Geldart’s group B particles fluidization data from various studies covering wide ranges of Re and ε s to propose a new unified drag coefficient model. A novel artificial intelligence based formalism namely genetic programming (GP) has been used to obtain this model. It is developed using the pressure drop approach, and its performance has been assessed rigorously for predicting the bed height, pressure drop, and solid volume fraction at different magnitudes of Reynolds number, by simulating a 3D bubbling fluidized bed. The new drag model has been found to possess better prediction accuracy and applicability over a much wider range of Re and ε s than a number of existing models. Owing to the superior performance of the new drag model, it has a potential to gainfully replace the existing drag models in predicting the hydrodynamic behavior of fluidized beds.
Inhalt
- Articles
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Erfordert eine Authentifizierung Nicht lizenziertGenetic Programming based Drag Model with Improved Prediction Accuracy for Fluidization SystemsLizenziert11. Januar 2017
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Erfordert eine Authentifizierung Nicht lizenziertCatalytic Photodegradation of Rhodamine B in the Presence of Natural Iron Oxide and Oxalic Acid under Artificial and Sunlight RadiationLizenziert11. Januar 2017
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Erfordert eine Authentifizierung Nicht lizenziertEsterification of Lauric Acid with Glycerol in the Presence of STA/MCM-41 CatalystsLizenziert13. Juli 2016
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Erfordert eine Authentifizierung Nicht lizenziertExistence of Synergistic Effects During Co-pyrolysis of Petroleum Coke and Wood PelletLizenziert19. Juli 2016
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Erfordert eine Authentifizierung Nicht lizenziertPhotocatalytic Treatment of Binary Mixture of Dyes using UV/TiO2 Process: Calibration, Modeling, Optimization and Mineralization StudyLizenziert6. Oktober 2016
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Erfordert eine Authentifizierung Nicht lizenziertAqueous Phase Biosorption of Pb(II), Cu(II), and Cd(II) onto Cabbage Leaves PowderLizenziert16. August 2016
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Erfordert eine Authentifizierung Nicht lizenziertDesign and Simulation of a Chaotic Micromixer with Diamond-Like Micropillar Based on Artificial Neural NetworkLizenziert19. August 2016
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Erfordert eine Authentifizierung Nicht lizenziertExperimentally Validated CFD Model for Gas-Liquid Flow in a Round-Bottom Stirred Tank Equipped with Rushton TurbineLizenziert11. Oktober 2016
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Erfordert eine Authentifizierung Nicht lizenziertPyrolysis Products Characterization and Dynamic Behaviors of Hydrothermally Treated LigniteLizenziert15. Dezember 2016
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Erfordert eine Authentifizierung Nicht lizenziertPd/ZrO2: An Efficient Catalyst for Liquid Phase Oxidation of Toluene in Solvent Free ConditionsLizenziert16. November 2016
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Erfordert eine Authentifizierung Nicht lizenziertMicro-reactor for Non-catalyzed Esterification Reaction: Performance and ModelingLizenziert11. Oktober 2016
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Erfordert eine Authentifizierung Nicht lizenziertMathematical Modeling of Carbon Nanotubes Formation in Fluidized Bed Chemical Vapor DepositionLizenziert11. November 2016
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Erfordert eine Authentifizierung Nicht lizenziertElectrogeneration of Active Chlorine in a Filter-Press-Type Reactor Using a New Sb2O5 Doped Ti/RuO2-ZrO2 Electrode: Indirect Indigoid Dye OxidationLizenziert18. November 2016
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Erfordert eine Authentifizierung Nicht lizenziertAdsorptive Removal of As(III) from Aqueous Solution by Raw Coconut Husk and Iron Impregnated Coconut Husk: Kinetics and Equilibrium AnalysesLizenziert11. November 2016
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Erfordert eine Authentifizierung Nicht lizenziertSynthesis and Optical Properties of Sb-Doped CdS Photocatalysts and Their Use in Methylene Blue (MB) DegradationLizenziert21. Dezember 2016