The effect of obstacles near a silo outlet on the discharge of soft spheres

TL;DR

This study investigates how obstacles near a silo outlet affect the discharge behavior of soft, low-friction hydrogel spheres, revealing that obstacles can reduce flow rates and increase clogging, contrary to effects seen in pedestrian dynamics.

Contribution

It provides new insights into the impact of obstacles on soft particle flow in silos, using machine learning and high-speed imaging to analyze velocity, packing, and stress.

Findings

Obstacles reduce flow rates of soft spheres.

Obstacles increase clogging probability.

Contrasts with pedestrian flow effects.

Abstract

Soft smooth particles in silo discharge show peculiar characteristics, including, for example, non-permanent clogging and intermittent flow. This paper describes a study of soft, low-frictional hydro\-gel spheres in a quasi-2D silo. We enforce a more competitive behavior of these spheres during their discharge by placing an obstacle in front of the outlet of the silo. High-speed optical imaging is used to capture the process of discharge. All particles in the field of view are identified and tracked by means of machine learning software using a MASK R-CNN algorithm. With particle tracking velocimetry (PTV), the fields of velocity, egress time, packing fraction, and kinetic stress are analysed in this study. While in pedestrian dynamics, the placement of an obstacle in front of a narrow gate may reduce the stress near the exit and enable a more efficient egress, the effect is opposite for our soft grains. Placing an obstacle above the orifice always led to a reduction of the flow rates, in some cases even to increased clogging probabilities.