Table 2 Investigated DEM parameters with their low, middle and high values (\(\:{\mu\:}_{s}=\) coefficient of sliding friction, \(\:{\mu\:}_{r}=\) coefficient of rolling friction, \(\:{C}_{r}=\) coefficient of restitution). The underlined values for pellet-pellet and sinter-sinter parameters used for pellet-sinter interactions.

From: Adaptive AI-based surrogate modelling via transfer learning for DEM simulation of multi-component segregation

Factor

 

Low level (-1)

Middle level (0)

High level (+ 1)

Pellet-pellet

\(\:{\mu\:}_{s,pp}\)

0.2139

0.455

0.740

\(\:{\mu\:}_{r,pp}\)

0.0541

0.145

0.2438

\(\:{C}_{r,pp}\)

0.342

0.5

0.743

Sinter-sinter

\(\:{\mu\:}_{s,\text{s}\text{s}}\)

0.4344

0.595

0.7638

\(\:{\mu\:}_{r,\text{s}\text{s}}\)

0.0835

0.23

0.3838

\(\:{C}_{r,\text{s}\text{s}}\)

0.0145

0.18

0.3538

Pellet-sinter

\(\:{\mu\:}_{s,\text{p}\text{s}}\)

0.21

0.485

0.76

\(\:{\mu\:}_{r,ps}\)

0.05

0.215

0.38

\(\:{C}_{r,ps}\)

0.01

0.355

0.7

Pellet-geometry

\(\:{\mu\:}_{s,pg}\)

0.3142

0.405

0.546

\(\:{\mu\:}_{r,pg}\)

0.0542

0.2

0.3540

\(\:{C}_{r,pg}\)

0.243

0.41

0.6238

Sinter-geometry

\(\:{\mu\:}_{s,\text{s}g}\)

0.3834

0.64

0.947

\(\:{\mu\:}_{r,\text{s}g}\)

0.0835

0.14

0.234

\(\:{C}_{r,\text{s}g}\)

0.0547

0.275

0.545