The linked cell method is widely used in the discrete element method (DEM) to detect contact between particles because of its high efficiency for uniform particles. However, the efficiency is reduced for polydisperse particles which are common in nature and engineering applications and have a wide size range. In this paper, a hierarchical linked cell method based on scale-proportional multi-level DEM grids is developed to improve the efficiency for polydisperse particles. The performance of the hierarchical linked cell method is verified by simulating different polydisperse particles. The results show that the hierarchical linked cell method can significantly reduce the elapsed CPU time of contact detection in all simulated cases. The scale proportion and the number of levels of the DEM grids are found to be two important parameters influencing the efficiency improvement. The elapsed CPU time decreases as the scale proportion decreases or as the number of levels increases. For a given scale proportion, the optimal number of levels to achieve maximum efficiency should satisfy two conditions: (1) the grid cell granularity is less than 10; (2) the exponential decrease of the grid cell granularity with the number of levels is broken.
Sanding is the most widely used adhesion enhancing measure for trains. However, the motion of adhesion enhancement particles is vulnerable to interference from complex operating environment resulting in reduced efficiency. This work focused on the effect of sanding device parameters (sand delivery hose, air pressure and sand-blasting gun) on particles jetting behavior and particles utilization rate based on the train sanding process simulation detecting equipment. Results show that the particles utilization rate gradually improves with jetting velocity increasing and diffusion angle decreasing. Jetting velocity increases with the increase in the air pressure, nozzle diameter of sand-blasting gun and installation angle of sand delivery hose. While jetting diffusion angle decreases with the increase in the delivery hose diameter and outlet diameter of sand-blasting gun. Sanding flow rate is susceptible to the air pressure. The regression models of influencing factors on particles jetting behavior are performed for prediction and optimization.
This manuscript proposes a three-product hydrocyclone with overflow reseparation to reduce the particle misplacement in overflow, which achieves secondary separation by utilizing the after-energy of internal swirling flow. Numerical simulations and physical tests were applied to investigate the separation performance. The simulation results revealed that the coarser particles entrapped were effectively recovered by sideflow, the recovery of 20 μm particles in the overflow decreased by 16.71 % ∼ 23.09 % with significant fineness improvement compared with conventional hydrocyclone. The intensity of the internal centrifugal field decreased with the overflow separation chamber expanded, which resulted in an increased probability of particle misplacement during overflow. The test results revealed that the particle content of more than 20 μm in overflow was reduced by 2.44 % compared with conventional hydrocyclone, reducing the overflow separation chamber increased the sideflow ratio and solid phase yield, increased the difference in fineness between sideflow and overflow, and improved the narrow-grain separation performance.