a discrete element model for simulation of a spinning disc fertilizer spreader
TRANSCRIPT
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 1/38
A discrete element model for simulation of a spinning disc fertilizer
spreaderP. Van Liedekerke; E. Tijskens; E. Dintwa; H. Ramon
Departement of Agro-engineering and Economics, K.U.Leuven, Kasteelpark Arenberg 30, B-3001 Leuven; e-mail of corresponding author: [email protected]
1. introduction
In this paper, a DEM (Discrete Element Method) model is presented and a series of computer experimentsis analyzed and compared to experimental validations. Also, the simulations are compared to experimentalresults. The model uses a 3 parameter contact force to calculate impact between particles and other objectsuch as vanes. The components of the contact forces are typically modeled in terms of a scalar quantity measuring the material deformation at the contact point. In this paper we use the Hertz-Kono-Kuwabaramodel [Kuwabara ,1987] for the normal force component [Schäfer et al., 1996] experienced by the particle
:( )( )
12min 0,
N N N N Nk cδ δ δ = − +N n& . (1)
Here,N
k andN
c are the non-linear contact stiffness and damping parameter, respectively. The quantity
N sd rδ = − is termed the virtual overlap of the contacting bodies.
2. Experiments
First, an estimation of the model parameters was done. For measuring methods of particle stiffness,damping and friction, we refer to (Van liedekerke, 2006). The particles used for the experiment are from adomestic fertiliser (quite round shape), with an average radius of 1.2 mm. The model was then validated using a domestic centrifugal spreader disc of 0.15m radius with 4 vanes
which is driven by an electrical motor at 400 rpm. The feeding of the fertiliser particles was controlled by afunnel –shaped bin with a circular orifice of 0.011 m radius.
Figure 1 (left) : experimental set-up of the mini spread hall with collector tray, (right) :measured and experimental amount of fertiliser particles in each basket with the collector tray located at 1m from the disc centre.
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 2/38
Paul Van Liedekerke
Katholieke Universiteit Leuven (K. U. Leuven
Laboratory for Agricultural Machinery and Proces
Kasteelpark Arenberg 30, B-3001 Leuven, Belg
http://www.agr.kuleuven.ac.be/aee/amc/amc.h
DEM for centrifugal spreaDEM for centrifugal sprea
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 3/38
Laboratory for Agricultural Machinery and Processing
overview
Situationtomodel : frombinto field
>106particles!
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 4/38
Laboratory for Agricultural Machinery and Processing
overview
1. Single particlesimulations
2. Multi particlesimulations(reality)
DEM Simulations:
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 5/38
Laboratory for Agricultural Machinery and Processing
1.Single particlesystem
Why single particle simulations?1.Comparision of DEM contact forces withthe compone
Patterson and Reece (1962) equations
-Centrifugal force, Coriolis force, Friction,..
2.Experimental verification of the trajectory
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 6/38
Laboratory for Agricultural Machinery and Processing
1.Single particlesystem
DEM Contact-force description of two objects
T
N
N=C x1/2 dx/dt+N>0 (Hertz)
T=min(Kx, F)(slip-stick)
0 0.2 0.4 0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
F
F=T+N function of ,C,K
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 7/38
Laboratory for Agricultural Machinery and Processing
1. Single particlesystem: measuringmodel pa
Measuringstifness: Compressiontests of fertilisparticles
Hertz: F=Kx3/2
break
I
forceN
-Breakagetypic
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 8/38
Laboratory for Agricultural Machinery and Processing
1. Single particlesystem: measuringmodel para
C=f(v1/v2) (theoretical)or
C via model parameter
optimization
v1
v2
Measuringdamping: rebounceexperimentsof fparticles
Useof High speed camera
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 9/38
Laboratory for Agricultural Machinery and Processing
1. Single particlesystem: measuringmodel pa
: measuring angle (H ) of slope at consta
Useof High speed camera
H
tan (H )=
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 10/38
Laboratory for Agricultural Machinery and Processing
1. Single particlesystem: measuringmodel pa
Ma=-(5/7µ)Mg + (5/7)Mω²R (rolling againstva
or
Ma= -µMg +Mω²R- 2M ω µV (sliding against
F=C x1/2 dx/dt+ Kx3/2, F>0
T= min(Kx, F)
Patersson–equationsversus DEM
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 11/38
Laboratory for Agricultural Machinery and Processing
Single particlesystem
forcesinvolved-rolling force
FR=?
tot
Lineis analytical sol
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 12/38
Laboratory for Agricultural Machinery and Processing
Single particlesystem
forcesinvolvedcentrifugal force
Lineis analytical solution
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 13/38
Laboratory for Agricultural Machinery and Processing
Single particlesystem
Forcesinvolved-Coriolis force
ω
V=radia
Bouncingagainstvane(dottedis lower damp
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 14/38
Laboratory for Agricultural Machinery and Processing
Single particlesystem
Experimental verification :
Measurintraj
of a particl
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 15/38
Laboratory for Agricultural Machinery and Processing
Single particlesystem
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 16/38
Laboratory for Agricultural Machinery and Processing
Single particlesystem
ω=470tr
o : experiment
- : DEM
Radial trajectoryplots
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 17/38
Laboratory for Agricultural Machinery and Processing
Single particlesystem
Particlerotation? (spin)
disc
vane
Rotational speed againstvane: a) high friction, b
->a) rolling, b) sliding
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 18/38
Laboratory for Agricultural Machinery and Processing
Single particlesystem
Particlerotation (spin)
Sliding onthe disc : theoretical shouldbe220->DEM simulationshows liftingof
particle,probablyduetoconservationof spperpendicular tovane
140
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 19/38
Laboratory for Agricultural Machinery and Processing
Single particlesystem
Conclusions:1.DEM shows a general verygoodagreemparticle situations
2.Tangential contact propertiesshouldbeverified(->liftingof particle??)
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 20/38
Laboratory for Agricultural Machinery and Processing
2. Multi particlesystem
-Difference with 1-particle :- Conical disc
- 2 or more vanes
- Vanes with border are nee
- Multiple collisions involved
- Feeding of the spreader (b
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 21/38
Laboratory for Agricultural Machinery and Processing
2. Multi particlesystem
- Conical disc
- 2or more vaneswithborder
Cylinders on the vane edges to incorporate random
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 22/38
Laboratory for Agricultural Machinery and Processing
2. Multi particlesystem
- Multiple collisions
Computationtime#Particles
Useof efficientcontact detectionalgorithmsis requ
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 23/38
Laboratory for Agricultural Machinery and Processing
2.Multi particlesystem
Feeding : fill-up of a beam
In steadof a bin, the particlesstart froma beamwhichhasthe sameshapeonitsbase asthe orificeof the bin
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 24/38
Laboratory for Agricultural Machinery and Processing
2.Multi particlesystem
Feeding : adjustableinput flow(kg/s)
Gravity
No Gravity
Constant speed V
Randomvelocitycomponentsadded
Flow(kg/s) = V x (particledensity) x
orifice
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 25/38
Laboratory for Agricultural Machinery and Processing
2.Multi particlesystem: measurement
Model validation:1. Spread patternmeasurements
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 26/38
Laboratory for Agricultural Machinery and Processing
2.Multi particlesystem: measureme
Summaryof the experimentDomestic fertilizer
Domesticcentrifugal spreader
Disc radius : 0.15m
Discspeed : 400rpmBasket resolution : 0.25m X 0.25m
Number of baskets : 14
Amountof fertiliser per basket-line: 1.5kg
Particleflow : 0.1kg/s
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 27/38
Laboratory for Agricultural Machinery and Processing
2.Multi particlesystem: measureme
0.5m
1m
1.5m
spreader
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 28/38
Laboratory for Agricultural Machinery and Processing
2.Multi particlesystemsimulationresu
Longitudmeasurement
simulations0.5m,1m and 1
disc
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 29/38
Laboratory for Agricultural Machinery and Processing
Multi particlesystem
2. Mini tester bin
Collector tray
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 30/38
Laboratory for Agricultural Machinery and Processing
0°
90°
vanes270°
Particlefeedingarea
Multi particlesystem
collector
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 31/38
Laboratory for Agricultural Machinery and Processing
Multi particlesystem
Cilindrical plots
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 32/38
Laboratory for Agricultural Machinery and Processing
Multi particlesystem
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 33/38
Laboratory for Agricultural Machinery and Processing
simulation
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 34/38
Laboratory for Agricultural Machinery and Processing
simulation
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 35/38
Laboratory for Agricultural Machinery and Processing
Multi particlesystem
Conclusions-Thereis a goodagreementof Dsimulationswithexperiments
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 36/38
Laboratory for Agricultural Machinery and Processing
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 37/38
Laboratory for Agricultural Machinery and Processing
steel plate
7/29/2019 A discrete element model for simulation of a spinning disc fertilizer spreader
http://slidepdf.com/reader/full/a-discrete-element-model-for-simulation-of-a-spinning-disc-fertilizer-spreader 38/38
When the particles are released on the disc, they are thrown away by the vanes and collected by a tray of baskets, which is 3.5m long and consists of 14 baskets of 0.25m x 0.25m. This collecting tray can bereplaced to obtain information about the spread pattern at different locations from the disc (see figure1,left).
Each experiment consists of releasing 1500g of fertiliser on the spinning disc. The flow rate of the particlesthrough the bin is constantly kept at 0.1 kg/s. This experiment is repeated for 3 times for 3 differentdistances (1.5m, 1m and 0.5m) from the disc in order to have an idea of the static spread pattern.
3. Simulations
In the simulations, 10000 spherical particles are used with the same particle distribution, representing atotal mass of 150g and using the same flow rate. Although the total particle mass is 10 times less than inthe experiment, it was investigated that introducing more particles in the simulation has little effect on theresult. The trajectory through the air was calculated by simple ballistics, using an air resistancecoefficient of 0.5.Using an efficient contact detection algorithm, one simulation typically takes 30.000 seconds andrepresents 1 second of real time.
4. Conclusions
Figure 1 (right) shows a reasonable agreement between simulation and experiment, especially in aqualitative way. Anyway, a discrete element model might provide interesting information about how aspread pattern behaves when different geometry is introduced for the spreader without having to do any experiments. It might also be used as an optimization tool to obtain better spread patterns.
5. References
Kuwabara G; Kono K (1987) Restitution coefficient in a collision between 2 spheres. Japanese Journal of
Applied Physics 26(8):1230-1233
Schäfer J; Dippel S; Wolf D E (1996). Force Schemes in simulations of granular materials. Journal dePhysique (France), 6, 5-20
Van Liedekerke P; Tijskens E; Ramon H (2006). A discrete element model for centrifugal spreaders. I:single particle simulations. Powder Technologie (in press)