Adhesive Rolling Resistance Linear Model

The adhesive rolling resistance linear model is based on the rolling resistance linear model, to which an adhesive component is added. It is a linear-based model that can be installed at both ball-ball and ball-facet contacts, and is referred to in commands and FISH by the name arrlinear.

Introduction

A simple cohesive granular material is provided by the adhesive rolling resistance linear model, which is based on the two-dimensional model of [Gilabert2007]. The cohesion arises from a short-range attraction, which is a linear approximation of the van der Waals force law. The short-range attraction differs from the PFC bonded materials in that there is no concept of breakage — i.e., the attraction is always present whenever the interacting surfaces come within a specified attraction range. [Gilabert2007] state that assemblies of cohesive grains exhibit much larger variations in their equilibrium densities than do corresponding assemblies of non-cohesive grains, because the cohesive grains may form loose, solid-like cohesive granulates. Such granular systems can stay in mechanical equilibrium at lower solid fractions (down to 25-30%) than cohesionless granular systems (with typical solid fractions of 58-64%). Cohesive granular materials have much less frequently been investigated by numerical simulation than cohesionless ones. The present model encompasses both types of materials, and could be used to study macroscopic behavior of a variety of cohesive granular materials including cohesive powders such as xerographic toners (in which cohesion stems from van der Waals interaction) and wet bead packs (in which cohesion stems from liquid bridges joining neighboring particles). Refer to [Gilabert2007] and [Gilabert2008] for additional information about the structure and mechanical properties of cohesive granular materials as well as additional examples of cohesive packings studied in the laboratory.

Behavior Summary

The adhesive rolling resistance linear model provides the behavior of a cohesive granular material via a short-range attraction as a linear approximation of the van der Waals force by adding a cohesive component to the rolling resistance linear model (see Figure 1). The cohesive component is characterized by two parameters: the maximum attractive force \((F_0)\), and the attraction range \((D_0)\) as shown in Figure 2).

Figure 1: Behavior and rheological components of the adhesive rolling resistance linear model. The forces acting on piece 2 are shown, equal and opposite forces act on piece 1.

Figure 2: Attractive force versus surface gap for the adhesive rolling resistance linear model.

Activity-Deletion Criteria

A contact with the adhesive rolling resistance linear model is active if and only if the surface gap is less than the attraction range \((D_0)\). The force-displacement law is skipped for inactive contacts. The surface gap is shown in this figure of the linear formulation. When the reference gap is zero, the notional surfaces coincide with the piece surfaces. If using the CMAT to create an arrlinear material [1], then contacts with the arrlinear model and its associated properties will be created automatically between pieces with a surface gap less than or equal to \(D_0\) [2].

Force-Displacement Law

The force-displacement law for the adhesive rolling resistance linear model updates the contact force and moment as:

(1)\[\mathbf{F_c} = \mathbf{F^l} + \mathbf{F^d} + \mathbf{F^a} ,\quad \mathbf{M_c} = \mathbf{M^r}\]

where \(\mathbf{F^l}\) is the linear force, \(\mathbf{F^d}\) is the dashpot force, \(\mathbf{F^a}\) is the attractive force, and \(\mathbf{M^r}\) is the rolling resistance moment. The linear force, dashpot force and rolling resistance moment are updated as in the rolling resistance linear model, while the attractive force is updated as follows.

The attractive force acts in the normal direction:

(2)\[\mathbf{F^a} = -F^a \hat{\mathbf{n}}_\mathbf{c}\]

where \(F^a > 0\) is tension (attraction).

Update the attractive force (see Figure 2):

(3)\[\begin{split}\mathbf{F^a} = \left\{ \begin{array}{rl} F_0, & g_s \le 0 \\ F_0\left( 1 - \frac{g_s}{D_0} \right), & 0 < g_s < D_0 \\ 0, & g_s \ge D_0. \end{array} \right.\end{split}\]

where \(g_s\) is the surface gap.

Energy Partitions

In addition to the energy partitions of the rolling resistance linear model, the adhesive rolling resistance linear model provides the following energy partition:

• adhesive energy, \(E_a\), defined as the work done by the attractive force on the contacting pieces.

If energy tracking is activated, this energy partition is updated as follows.

1. Update the adhesive energy:

   (4)\[E_a := E_a - \tfrac{1}{2} \bigl( (F^a)_o + F^a \bigr) \Delta \delta _n\]

   where \((F^a)_o\) is the attractive force at the beginning of the timestep, and \(\Delta \delta _n\) is the relative normal-displacement increment of this equation of the “Contact Resolution” section. Note that \(E_a\) may be positive or negative, with the convention that work done by the attractive force on the contacting pieces is positive.

Additional information, including the keywords by which these partitions are referred to in commands and FISH, is provided in the table below.

Table 1: Adhesive Rolling Resistance Linear Model Energy Partitions

Keyword	Symbol	Description	Range	Accumulated
Linear Group:
energy‑strain	\(E_{k}\)	strain energy	\([0.0,+\infty)\)	NO
energy‑slip	\(E_{\mu}\)	total energy dissipated by slip	\((-\infty,0.0]\)	YES
Dashpot Group:
energy‑dashpot	\(E_{\beta}\)	total energy dissipated by dashpots	\((-\infty,0.0]\)	YES
Rolling-Resistance Group:
energy‑rrstrain	\(E_{k_r}\)	rolling strain energy	\([0.0,+\infty)\)	NO
energy‑rrslip	\(E_{\mu_r}\)	total energy dissipated by rolling slip	\((-\infty,0.0]\)	YES
Adhesive Group:
energy‑adhesive	\(E_a\)	adhesive energy	\((-\infty,+\infty)\)	YES

Properties

The properties defined by the adhesive rolling resistance linear contact model are listed in the table below as a concise reference; see the Contact Properties section for a description of the information in the table columns. The mapping from the surface inheritable properties to the contact model properties is also discussed below.

Table 2: Adhesive Rolling Resistance Linear Model Properties

Keyword	Symbol	Description	Type	Range	Default	Modifiable	Inheritable
arrlinear		Model name
Linear Group:
kn	\(k_n\)	Normal stiffness [force/length]	FLT	\([0.0,+\infty)\)	0.0	YES	YES
ks	\(k_s\)	Shear stiffness [force/length]	FLT	\([0.0,+\infty)\)	0.0	YES	YES
fric	\(\mu\)	Friction coefficient [-]	FLT	\([0.0,+\infty)\)	0.0	YES	YES
rgap	\(g_r\)	Reference gap [length]	FLT	\(\mathbb{R}\)	0.0	YES	NO
lin_mode	\(M_l\)	Normal-force update mode [-]	INT	\(\{0,1\}\)	0	YES	NO
		\(\;\;\;\;\;\;\begin{cases} \mbox{0: update is absolute} \\ \mbox{1: update is incremental} \end{cases}\)
emod	\(E^*\)	Effective modulus [force/area]	FLT	\([0.0,+\infty)\)	0.0	NO	N/A
kratio	\(\kappa^*\)	Normal-to-shear stiffness ratio [-]	FLT	\([0.0,+\infty)^*\)	0.0 *	NO	N/A
		\(\kappa^* \equiv \frac{k_n}{k_s}\)
lin_slip	\(s\)	Slip state [-]	BOOL	{false,true}	false	NO	N/A
		\(\;\;\;\;\;\;\begin{cases} \mbox{true: slipping} \\ \mbox{false: not slipping} \end{cases}\)
lin_force	\(\mathbf{F^l}\)	Linear force (contact plane coord. system)	VEC	\(\mathbb{R}^3\)	\(\mathbf{0}\)	YES	NO
		\(\left( -F_n^l,F_{ss}^l,F_{st}^l \right) \quad \left(\mbox{2D model: } F_{ss}^l \equiv 0 \right)\)
user_area	\(A\)	Constant area [length*length]	FLT	\((0.0,+\infty)\)	0.0	YES	NO
Dashpot Group:
dp_nratio	\(\beta_n\)	Normal critical damping ratio [-]	FLT	\([0.0,1.0]\)	0.0	YES	NO
dp_sratio	\(\beta_s\)	Shear critical damping ratio [-]	FLT	\([0.0,1.0]\)	0.0	YES	NO
dp_mode	\(M_d\)	Dashpot mode [-]	INT	{0,1,2,3}	0	YES	NO
		\(\;\;\;\;\;\;\begin{cases} \mbox{0: full normal & full shear} \\ \mbox{1: no-tension normal & full shear} \\ \mbox{2: full normal & slip-cut shear} \\ \mbox{3: no-tension normal & slip-cut shear} \end{cases}\)
dp_force	\(\mathbf{F^d}\)	Dashpot force (contact plane coord. system)	VEC	\(\mathbb{R}^3\)	\(\mathbf{0}\)	NO	NO
		\(\left( -F_n^d,F_{ss}^d,F_{st}^d \right) \quad \left(\mbox{2D model: } F_{ss}^d \equiv 0 \right)\)
Rolling-Resistance Group:
rr_kr	\(k_r\)	Rolling resistance stiffness [force*length]	FLT	\([0.0,+\infty)\)	0.0	NO	NO
rr_fric	\(\mu_r\)	Rolling friction coefficient [-]	FLT	\([0.0,+\infty)\)	0.0	YES	YES
rr_slip	\(s_r\)	Rolling slip state [-]	BOOL	{false,true}	false	NO	N/A
rr_moment	\(\mathbf{M^r}\)	Rolling resistance moment (contact plane coord. system)	VEC	\(\mathbb{R}^3\)	\(\mathbf{0}\)	YES	NO
		\(\left( 0,M_{bs}^r,M_{bt}^r \right) \quad \left(\mbox{2D model: } M_{bt}^r \equiv 0 \right)\)
Adhesive Group:
adh_f0	\(F_0\)	Maximum attractive force [force]	FLT	\([0.0,+\infty)\)	0.0	YES	NO
adh_d0	\(D_0\)	Attraction range [length]	FLT	\([0.0,+\infty)\)	0.0	YES	NO
adh_force	\(F^a\)	Attractive force \((F^a \ge 0)\) [force]	FLT	\([0.0,+\infty)\)	0.0	NO	NO
* By convention, \(\kappa^* = 0.0\) if either the normal or the shear stiffness is 0.

Note

Out-of-balance forces acting on bodies are accumulated during force-displacement calculations. Modifying the forces stored in the contact models will not alter them instantaneously. Therefore, any change to \(\mathbf{F^l}\) may only be effective during the next force-displacement calculation. When \(M_l = 0\), the normal component of the linear force is automatically overridden during the next force-displacement calculation.

Surface Property Inheritance

The linear stiffnesses, \(k_n\) and \(k_s\), and the friction coefficient, \(\mu\), may be inherited from the contacting pieces. See this section from the linear formulation for details. Additionally, the rolling resistance stiffness \(k_r\) is updated if the shear stiffness \(k_s\) is modified.

Methods

The methods of the adhesive rolling resistance linear model are identical to those of the linear model.

Table 3: Adhesive Rolling Resistance Linear Model Methods

Method	Arguments	Symbol	Type	Range	Default	Description
area						Set user_area to the area
deformability						Set deformability
	emod	\(E^*\)	FLT	\([0.0,+\infty)\)	N/A	Effective modulus
	kratio	\(\kappa^*\)	FLT	\([0.0,+\infty)^*\)	N/A	Normal-to-shear stiffness ratio
* By convention, setting \(\kappa^* = 0.0\) sets \(k_s = 0.0\) but does not alter \(k_n\).

Area

Set the user_area property via the current contact area. This operation means that the contact area stays constant and is fixed independent of changes to the piece sizes/geometries. In order for the stiffnesses to be recomputed accounting for this area, one should subsequently call the deformabilty method.

Deformability

See this section from the linear formulation for details on these methods.

Callback Events

The callback events defined by the adhesive rolling resistance linear model are identical to those defined by the linear model.

Table 4: Adhesive Rolling Resistance Linear Model Callback Events

Event	Array Slot	Value Type	Range	Description
contact_activated				Contact has become active
	1	C_PNT	N/A	Contact pointer
slip_change				Slip state has changed
	1	C_PNT	N/A	Contact pointer
	2	INT	{0,1}	Slip change mode
				\(\;\;\;\;\;\;\begin{cases} \mbox{0: slip has initiated} \\ \mbox{1: slip has ended} \end{cases}\)

Usage and Verification Examples

The example Adhesive Rolling Resistance Linear Contact Model: Repose Angle studies the influence of the maximum attractive force on the repose angle of a granular heap.

Model Summary

An alphabetical list of the adhesive rolling resistance linear model methods is given here. An alphabetical list of the adhesive rolling resistance linear model properties is given here.

• Adhesive Rolling Resistance Linear Model Methods
• Adhesive Rolling Resistance Linear Model Properties

References

[Gilabert2007]

(1, 2, 3) Gilabert, F.A., J.-N. Roux, and A. Castellanos, “Computer Simulation of Model Cohesive Powders: Influence of Assembling Procedure and Contact Laws on Low Consolidation States,” Physical Review E, 75, 011303, 2007.

[Gilabert2008]

Gilabert, F.A., J.-N. Roux, and A. Castellanos, “Computer Simulation of Model Cohesive Powders: Plastic Consolidation, Structural Changes and Elasticity under Isotropic Loads,” Physical Review E, 78, 031305, 2008.

Endnotes

[1]

An arrlinear material is defined as an assembly of balls and/or clumps, for which all three contact types (ball-ball, ball-pebble and pebble-pebble) possess the arrlinear contact model. Such a material is created using the cmat default command three times, once for each of the three contact types, and for each command assigning the model to be arrlinear and specifying the model properties. An arrlinear material consisting of an assembly of balls is created in the Adhesive Rolling Resistance Linear Contact Model: Repose Angle example.

[2]

The proximity distance of the CMAT is used to enforce a minimal distance at which contacts should be created during the course of a simulation. When creating an arrlinear material with the CMAT, the proximity distance is set automatically to equal \(D_0 + g_r\), unless a larger proximity distance is specified directly with the cmat default proximity command.