Snapshot 1: ideal match between shear data and a YLC both generated with the default parameters and the Warren–Spring equation as a model
Snapshot 2: YLC of a cohesive powder produced by matching three data points
Snapshot 3: linear YLC (
) of a cohesive powder
Snapshot 4: YLC of an almost perfectly free-flowing powder. Notice that
are not allowed in the model.
Quantification of the flowability of a cohesive powder is based on shear analysis of compacted specimens [1, 2] which gives a family of yield loci curves (YLCs). These are used to calculate pairs of principal stresses, the major consolidation stress and unconfined yield strength, for each consolidation level, derived from two constructed Mohr semicircles, tangent to the YLC.
These pairs in turn are used to construct
, the flow function of the powder, which together with the effective angle of internal friction, also calculated from the YLCs, serves as a tool in bin design [1, 2]. When the YLC can be described algebraically, the two Mohr semicircles and related parameters can be calculated by numerically solving pairs of nonlinear equations , using a procedure that is available in . The YLCs of many compacted powders can be described by the Warren–Spring equation
are the shear and normal compressive stresses, respectively,
is the cohesion,
is the tensile strength, and
is the curvature index .
has been determined experimentally with a special instrument, and there are a sufficient number of points along the YLC, the Warren–Spring equation parameters
can be determined by nonlinear regression. This, however, is not always a practical option, and hence the need to estimate all three from a few experimental points.
The purpose of this Demonstration is to estimate
by visually matching three or more experimental shear stress-normal stress data points with a corresponding YLC generated using the Warren–Spring equation as a model. The visual match is assisted by a displayed mean squared error (MSE) for fine tuning.
To start, select the normal and shear stress ranges from the popup menu. Then select the number of YLC points to be entered using its setter bar. If the scale has been changed, the graphic display will be of a YLC generated using the Warren–Spring equation with the default parameter values, along with the chosen number of points at their initial default locations.
Next, enter the coordinates for the data points
. Once they are all entered, move the
sliders until a match has been reached. For increased accuracy, you can adjust the numerical value of the parameter after clicking the digit or digits to be altered. The final positions of the sliders are the sought
Note that not all allowed entered values of
can achieve a match using realistic
 J. C. Williams, "The Storage and Flow of Powders," in Principles of Powder Technology
(M. J. Rhodes, ed.), New York: Wiley, 1990.
 J. Schwedes, "Review on Testers for Measuring Flow Properties of Bulk Solids," Granular Matter
(1), 2003 pp. 1–43. doi:10.1007/s10035-002-0124-4
 M. Peleg, M. D. Normand and M. G. Corradini, "Interactive Software for Calculating the Principal Stresses of Compacted Cohesive Powders with the Warren–Spring Equation," Powder Technology
(3), 2010 pp. 268–273. doi:10.1016/j.powtec.2009.10.003
 M. D. Ashton, D. C.-H. Cheng, R. Farely and F. H. H. Valentin, "Some Investigations into the Strength and Flow Properties of Powders," Rheologica Acta
(3), 1965 pp. 206–218. doi:10.1007/BF01969257