Particle Properties
In this section we provide images of the empirical cumulative distribution function (eCDF) for the measured particle properties. Links to the raw data and octave scripts used to generate each image are provided with simple statistics for each eCDF. Properties include diameter (\(d_p\)), restitution coefficient (\(e_{pp}\)), friction coefficient (\(\mu_{pp}\)), and sphericity (\(\Psi\)), for the common glass beads and HDPE intruders.
Particle Diameter
common
median = 3122.9060
mean = 3101.3435
stdev = 187.1664
95 CI = 51.5894
plot script(octave)
large intruder
median = 9467.0242
mean = 9430.4494
stdev = 118.4190
95 CI = 40.6783
plot script(octave)
small intruder
median = 3150.9098
mean = 3154.8691
stdev = 31.9635
95 CI = 9.8369
plot script(octave)
Density
glass
median = 2508.0000
mean = 2522.3478
stdev = 125.5905
95 CI = 54.3094
plot script(octave)
HDPE
\(\rho_p = 941\) (kg/m3)
Note: The HDPE particles were purchased from McMaster-Carr in 2017 which, at the time, listed the density for these HDPE beads as 941 (kg/m3). This falls at the lower end of the HDPE density range suggested suggested by Khanam and AlMaadeed (2015) of 941 - 965 (kg/m3), see Table 1.
Restitution Coefficients
glass-glass
median = 0.9714
mean = 0.9696
stdev = 0.0150
95 CI = 0.0063
plot script(octave)
glass-HDPE
median = 0.8283
mean = 0.8230
stdev = 0.0172
95 CI = 0.0047
plot script(octave)
HDPE-HDPE
median = 0.8215
mean = 0.8217
stdev = 0.0155
95 CI = 0.0044
plot script(octave)
glass-wall
median = 0.9642
mean = 0.9549
stdev = 0.0374
95 CI = 0.0055
plot script(octave)
Friction Coefficients
glass-glass
median = 0.2623
mean = 0.2736
stdev = 0.0674
95 CI = 0.0152
plot script(octave)
glass-HDPE
median = 0.2991
mean = 0.3041
stdev = 0.0742
95 CI = 0.0192
plot script(octave)
HDPE-HDPE
median = 0.3792
mean = 0.3768
stdev = 0.0279
95 CI = 0.0076
plot script(octave)
glass-wall
median = 0.2490
mean = 0.2514
stdev = 0.0756
95 CI = 0.0204
plot script(octave)
Sphericity
common
median = 0.9435
mean = 0.9393
stdev = 0.0167
95 CI = 0.0046
plot script(octave)
large intruder
median = 0.9372
mean = 0.9314
stdev = 0.0147
95 CI = 0.0050
plot script(octave)
small intruder
median = 0.9211
mean = 0.9147
stdev = 0.0245
95 CI = 0.0076
plot script(octave)