An economical method to measure granular flow in a hopper using a commercial digital camcorder and particle image velocimetry

Abstract Numerous methods including X-ray imaging, magnetic resonance imaging, and particle image velocimetry (PIV) have been suggested to measure the flow of particles. However, most methods usually require costly equipment. In this study, we measure the velocities of particles in a hopper using a PIV system with open source software and an inexpensive commercial digital camcorder. The proposed system shows high accuracy. The measurement error is less than .5%, and the error of recording speed (frames per second) is about 2.5%. This error rate is negligible because it is lower than the experimental error. Consequently, our findings demonstrate that a PIV system with sufficient accuracy to measure particle flow in a hopper can be developed with a small budget.

[1]  E. Stamhuis,et al.  PIVlab - Time-Resolved Digital Particle Image Velocimetry Tool for MATLAB , 2015 .

[2]  Washboard road: the dynamics of granular ripples formed by rolling wheels. , 2007, Physical review letters.

[4]  Saeed Albaraki,et al.  How does internal angle of hoppers affect granular flow? Experimental studies using Digital Particle Image Velocimetry , 2014 .

[5]  Gy. Rátkai Particle flow and mixing in vertically vibrated beds , 1976 .

[6]  A. Prasad Particle image velocimetry , 2000 .

[7]  Heinrich M. Jaeger,et al.  Formation of granular jets observed by high-speed X-ray radiography , 2005 .

[8]  THE AMERICAN INSTITUTE OF MINING-ENGINEERS. , 1883, Science.

[9]  L. Lourenço Particle Image Velocimetry , 1989 .

[10]  Y. Tsuji,et al.  Cluster patterns in circulating fluidized beds predicted by numerical simulation (discrete particle model versus two-fluid model) , 1998 .

[11]  M. Nakagawa,et al.  Non-invasive measurements of granular flows by magnetic resonance imaging , 1993 .

[12]  Jam Hans Kuipers,et al.  Development and validation of a novel digital image analysis method for fluidized bed particle image velocimetry , 2012 .

[13]  C. Thornton,et al.  A comparison of discrete element simulations and experiments for ‘sandpiles’ composed of spherical particles , 2005 .

[14]  T. Shinbrot,et al.  Reverse Buoyancy in Shaken Granular Beds , 1998 .

[15]  J. van de Velde,et al.  The flow of granular solids through orifices , 1961 .

[16]  Richard M. Lueptow,et al.  PIV for granular flows , 2000 .

[17]  G S Karczmar,et al.  Granular Convection Observed by Magnetic Resonance Imaging , 1995, Science.

[18]  Ikuo Towhata,et al.  Experimental Study of Dry Granular Flow and Impact Behavior Against a Rigid Retaining Wall , 2013, Rock Mechanics and Rock Engineering.

[19]  E. Tsotsas,et al.  Estimation of particle dynamics in 2-D fluidized beds using particle tracking velocimetry , 2015 .

[20]  C. F. Harwood Powder segregation due to vibration , 1977 .

[22]  Johnson,et al.  Pattern formation in flowing sand. , 1989, Physical review letters.