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Response surface data for sensitivity study of industrial spray injected fluidized bed reactor

Journal Article · · Data in Brief
An industrial fluidized bed reactor was designed to convert an aqueous solid laden stream into a consistent granular product. CFD simulations were run using the MFiX two-fluid model for this fluidizing bed operating at 650 °C. A set of simulations were run over a Latin-hypercube sample of five model parameters – bed particle size, bed particle density, coal particle size, spray feed flow rate, and fluidizing gas flow rate. Data from the simulations were collected on three quantities of interest – bed differential temperature, low solids velocity, and bed voidage. The data presented here is the full span of response surfaces generated using the process Gaussian response surface model in the Dakota code, as well as the table of data for coefficients of the fitted model. The fits to the five-dimensional Gaussian Process models were 0.7797, 0.8664, and 0.9440 for the temperature, velocity, and solids packing, respectively.
Research Organization:
Idaho National Laboratory (INL), Idaho Falls, ID (United States)
Sponsoring Organization:
USDOE Office of Nuclear Energy (NE)
Grant/Contract Number:
AC07-05ID14517
OSTI ID:
1671048
Report Number(s):
INL/JOU--18-45423-Rev000
Journal Information:
Data in Brief, Journal Name: Data in Brief Journal Issue: 0 Vol. 21; ISSN 2352-3409
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (10)

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Hierarchical calibration and validation of computational fluid dynamics models for solid sorbent-based carbon capture journal January 2016
Sensitivity study of a full-scale industrial spray-injected fluidized bed reactor journal July 2018
Experimental Investigation on Interaction of Side Gas Injection with Gas Fluidized Bed Using γ-Ray Transmission Technique journal November 2015
Injection of a Liquid Spray into a Fluidized Bed:  Particle−Liquid Mixing and Impact on Fluid Coker Yields journal September 2004
Validation Study of Two Continuum Granular Frictional Flow Theories journal November 2008
Simplified Reaction Mechanisms for the Oxidation of Hydrocarbon Fuels in Flames journal December 1981
The Effect of Grid Resolution and Reaction Models in Simulation of a Fluidized Bed Gasifier Through Nonintrusive Uncertainty Quantification Techniques
  • Shahnam, Mehrdad; Gel, Aytekin; Dietiker, Jean-François
  • Journal of Verification, Validation and Uncertainty Quantification, Vol. 1, Issue 4 https://doi.org/10.1115/1.4035445
journal December 2016
Dakota, a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis version 6.0 theory manual report May 2014

Figures / Tables (9)


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