DEM simulation using scaled up particles
Calibration experiments and a granular mixing case study
Produktform: Buch / Einband - flex.(Paperback)
Modeling bulk solids behavior numerically with the Discrete Element Method
(DEM) offers an opportunity towards a better understanding of granular systems
by studying local phenomena at the particle level, which sometimes cannot be studied experimentally. The method could be used for the prediction of e. g. flow behavior of materials with different properties or the course of a mixing process at different process scales, eventually without the need of further experiments. However, most research done with DEM simulations is limited to small-scale setups.
This work presents a study of bulk solid phenomena for cohesionless materials at larger
equipment scales by scaling up particle size in simulations, while implementing
simplifications of the DEM model. These simplifications require calibration of the properties of the particles used in simulation to mimic the physical bulk behavior of the real materials.
Based on shear dominated applications, a calibration method for scaled particles using rolling friction is established with a focus on determining friction coefficients. This method consists of a combination of shear testers, a rotating drum experiment as well as a material tester. Based on well-defined key parameters for comparison between numerical and laboratory experiments, a calibration methodology is developed for essential material parameters to describe bulk solids behavior, while simultaneously scaling up particle size. Quantitative limitations regarding scale-up factors and validity limits for friction parameters and flow regimes of this methodology are presented as well. Examples of successfully determined friction parameters are shown and discussed for model particle systems with errors in bulk behavior in the range of 1 to 6% compared with lab experiments. Further suggestions to complete and optimize the calibration method are briefly discussed.
As a case study, a granular mixing experiment was set up for validation of calibrated DEM simulations with scaled particles, using physical experiments of model mixtures. Based on two key parameters for comparison - being mixing homogeneity in the course of the mixing event and the required torque-on-shaft - effects of fill height, rotational speed, particle size scaling and other parameters are presented. The effects and limitations of particle size scaling in simulation to represent the real components on the key parameters are discussed for several model mixtures.weiterlesen
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