Discrete element modelling of iron ore pellets to include the effects of moisture and fines
dc.contributor.advisor
Ooi, Jin
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dc.contributor.advisor
Chen, Jian-Fei
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dc.contributor.author
Morrissey, John Paul
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dc.contributor.sponsor
Engineering and Physical Sciences Research Council (EPSRC)
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dc.contributor.sponsor
DEM Solutions Ltd.
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dc.contributor.sponsor
LKAB
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dc.date.accessioned
2013-12-11T09:53:00Z
dc.date.available
2013-12-11T09:53:00Z
dc.date.issued
2013-11-28
dc.description.abstract
Across industry the majority of raw materials handled are particulate in nature, ranging
in size and properties from aggregates to powders. The stress regimes experienced
by the granular solids vary and the exhibited bulk behaviours can be complex and
unexpected. The prevalence of granular solids makes them an area of interest for
industry and researchers alike as many challenges still remain, such as dealing with
complex cohesive behaviour in materials, which often gives rise to handling difficulties.
Storage and transportation are an important part of the process chain for industries
where particulate solids are commonplace. Failure to properly account for the cohesive
nature of a particulate solid can be costly as it can easily lead to blockages in a silo
such as ratholing or arching near the outlet during discharge. The cohesive strength of
a bulk material depends on the consolidation stress it has experienced. As a result, the
stress history in the material leading up to a handling scenario needs to be considered
when evaluating its handling behaviour.
The Discrete Element Method (DEM) has been extensively used to simulate the behaviour
of granular materials, however the majority of the focus has been on noncohesive
systems. For cohesive solids, it is crucial that the stress history dependent
behaviour is adequately captured. Many of the contact models commonly used in DEM
simulations to simulate cohesive granular materials such as the JKR model or liquid
bridge models are elastic in nature and may not capture the stress history dependent
behaviour observed in cohesive particulate solids.
A comprehensive study on the effect of cohesion arising from the addition of moisture
on the behaviour of two types of LKAB iron ore fines (KPBO and KPRS) has been carried
out. The addition of moisture to the sample has been found to have a significant
effect on both kinds of fines. KPRS fines were found to have a much higher unconfined
strength and flow function at higher moisture contents, and also show a greater
increase in cohesion with the addition of moisture, while at moisture contents of less
than 2% the KPBO fines demonstrate higher unconfined yield strength. The KPBO fines
were also found to achieve a significantly looser initial packing at much lower moisture
content when compared to the KPRS fines. The lateral pressure ratio has also been
evaluated.
In this study a mesoscopic adhesive contact model that accounts for contact plasticity
and stress history dependency in the bulk solid, the Edinburgh Elasto-Plastic Adhesion
(EEPA) mode, has been presented and mathematically verified. A parametric study of
the DEM contact model parameters was conducted to gain a deeper understating of the
effect of input parameters on the simulated cohesive bulk behaviour.
The EEPA contact model has been used to predict an experimental flow function of
KPRS iron ore fines. The contact model has demonstrated the ability to capture the
stress history dependent behaviour that exists in cohesive granular solids. The DEM
simulations provide a very close match to the experimental flow functions, with the
predicted unconfined strengths found to be within the standard deviations of the experimental
results. Investigations into the failure mode predicted by the DEM simulations
show that the samples are failing from the development of shear planes similar to those
observed experimentally.
The effect of increasing levels of adhesion has been explored for a flat bottomed silo
where the level of adhesion has been varied. The DEM simulations were found to
capture the major phenomena occurring in silo discharge including the various flow
zones associated with a flat bottomed silo. Funnel flow, the effective transition and
mass flow which are associated with a mixed flow pattern were observed in the model
silo. The location of the effective transition height was identified: above this was mass
flow. The velocity determined from the discharge rate was found to be in excellent
agreement with the velocity profiles found in the zones of mass flow. A high velocity
core flow zone was observed above the outlet where velocities were greater than 1.25
times the mass flow velocity, VMF.
The level of adhesion in the silo was found to affect the discharge rate - a reduced
flow rate was found until the eventual blockage of the silo at a high level of adhesion
was found. As the level of adhesion increased the probability of arching also increased,
and the formation of intermittent arching behaviour was noted in the cases with higher
levels of adhesion in the system. The development of both temporary and permanent
cohesive arches over the silo outlet were also observed with stopped flow from the silo.
en
dc.identifier.uri
http://hdl.handle.net/1842/8270
dc.language.iso
en
dc.publisher
The University of Edinburgh
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dc.relation.hasversion
Morrissey, J.P., Chen, J-.F., Ooi, J.Y., Tano, K.T., & Horrigmoe, G. (2012). An Experimental and DEM Study of the Behaviour of Iron Ore Fines. 7th International Conference for Conveying and Handling of Particulate Solids - CHoPS 2012 . Friedrichshafen, Germany.
en
dc.relation.hasversion
Morrissey, J.P., Thakur, S.C., Sun, J., Chen, J-.F., & Ooi, J.Y. (2011). Modelling Cohesive- Frictional Particulate Solids For Bulk Handling Applications. In E. Oñate & D.R.J. Owen (Eds.), II International Conference on Particle-based Methods - Fundamentals and Applications - PARTICLES 2011.
en
dc.relation.hasversion
Thakur, S.C., Morrissey, J.P., Sun, J., Chen, J.F., and Ooi, J.Y. (2011). A DEM study of cohesive particulate solids: plasticity and stress- history dependency. In: 11th Particulate Systems Analysis Conference: PSA2011, Edinburgh, UK, pp. 1–5.
en
dc.relation.hasversion
Thakur, S.C., Morrissey, J.P., Sun, J., Chen, J.F., and Ooi, J.Y. (2013). Micromechanical analysis of cohesive granular materials using discrete element method with an adhesive elasto-plastic contact model. Granular Matter.
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dc.subject
Discrete Element Method
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dc.subject
DEM
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dc.subject
contact model
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dc.subject
cohesion iron ore
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dc.subject
fines
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dc.title
Discrete element modelling of iron ore pellets to include the effects of moisture and fines
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dc.type
Thesis or Dissertation
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dc.type.qualificationlevel
Doctoral
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dc.type.qualificationname
PhD Doctor of Philosophy
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