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Slurries and rheology Introduction to the rheology of suspensions Antonio Licciulli 1

Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

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Page 1: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Slurries and rheologyIntroduction to the rheology of suspensions

Antonio  Licciulli

1

Page 2: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

The slip casting processSlip casting is the process of filling a porous mold, usually a gypsum mold, with a ceramic slurry.

The water is removed from the slurry via capillary action through the small pores in the mold. As the water is removed the ceramic particles are collected against the surface of the mold.

This process is allowed to continue until the correct thickness is achieved, after which the remainder of the slip is drained out of the mold.

The green body is dried further and removed from the mold. After the green body is removed it is dried and fired so that it can go through the final machining process.

Antonio Licciulli: Introduction to the rheology of suspensions

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Page 3: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

The slurry (or slip)A slurry is any fluid mixture of a pulverized solid with a liquid, often used as a convenient way of handling solids in bulk. Slurries behave in some ways like thickfluids, flowing under gravity and being capable of being pumped, cast, coated if not too thick

Antonio Licciulli: Introduction to the rheology of suspensions

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Page 4: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Examples of slurries

• Soil/cement slurry, also called Controlled Low-Strength Material (CLSM), flowable fill, controlled density fill, flowable mortar, plastic soil-cement, K-Krete, and other names

• A mixture of pyroclastic material, rocky debris, and water produced in a volcanic eruption and known as a lahar

• A mixture of bentonite and water used to make slurry walls

• A mixture of wood pulp and water used to make paper

• A mixture of animal waste, organic matter, and sometimes water known simply as "slurry" in agricultural use, used as fertilizer after ageing in a slurry pit

• An abrasive substance used in chemical-mechanical polishing

• A mixture of raw materials and water involved in the rawmill manufacture of Portland cement

• A mixture of minerals, water, and additives used in the manufacture of ceramics

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Page 5: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

The suspension rheology

Suspensions of particles have a complex rheology

Most suspensions have nonviscous forces which drive the suspension to a well-defined rest state when the flow is turned off,

Colloidal suspensions of hard particles have Brownian, electrical double-layer and van der Waal’s forces,

Soft particles can have capillary forces, elasticity or bending stiffness.

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Page 6: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Rheology

l Study of deformation and flow of matter

l A fluid is a substance that deforms continuously under the action of a shearing force.l Intuitively, a fluid flows!

l Inquiry into the flow behavior of complex fluids

l Complex fluids do not follows Newton’s Law or Hooke’s Law (of elasticity)

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Page 7: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Rheology and slip castig

Optimization of the Rheological Properties is important for slurry with: High stability Agglomerate – free High solids content Ceramic suspensions to produce high quality slip – cast ceramics, as well as to correlate the slurry properties to the final objects properties.

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Page 8: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

l Reflected upon the resistance of liquids to a cylinder rotating in a vessel.

l Newton (-Stokes) Law l Deformation rate is expected to be proportional to stress and

the constant coefficient of proportionality is called viscosity.

l The study of simpler fluids have their own well-defined field, called fluid mechanics.

l Purely viscous fluid.

Newton and Simple Fluids

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Page 9: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Examples of Complex Fluids

l Foodsl Emulsions (mayonaisse, ice cream)l Foams (ice cream, whipped cream) l Suspensions (mustard, chocolate)l Gels (cheese)

l Biofluidsl Suspension (blood)l Gel (mucin)l Solutions (spittle)

l Personal Care Productsl Suspensions (nail polish, face

scrubs)l Solutions/Gels (shampoos,

conditioners)l Foams (shaving cream)

l

l Electronic and Optical Materialsl Liquid Crystals (Monitor displays)l Melts (soldering paste)

l Pharmaceuticalsl Gels (creams, particle precursors)l Emulsions (creams)l Aerosols (nasal sprays)

l Polymers

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Page 10: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Rheology’s Goals1. Establishing the relationship between rheological

properties of material and its molecular structure (composition).

l Related to:l Estimating quality of materialsl Understanding laws of molecular movementsl Intermolecular interactions

l Interested in what happens inside a point during deformation of the medium.

What happens inside a point?

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Page 11: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Rheological Properties

l Stressl Shear stressl Normal stressl Normal Stress differences

l Viscosityl Steady-state (i.e. shear)l Extensionall Complex

l Viscoelastic Modulusl G’ – storage modulusl G” – loss modulus

l Creep, Compliance, Decayl Relaxation timesl and many more …

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Page 12: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Common Non-Newtonian Behavior

l shear thinningl shear thickeningl yield stressl viscoelastic effects

l Weissenberg effectl Fluid memoryl Die Swell

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Page 13: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Shear Thinning and Shear Thickeningl shear thinning – tendency of some materials to decrease in

viscosity when driven to flow at high shear rates, such as by higher pressure drops

Increasing shear rate

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Antonio Licciulli: Introduction to the rheology of suspensions

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Page 14: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Shear Thickening

l shear thickening – tendency of some materials to increase in viscosity when driven to flow at high shear rates

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Page 15: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Generalized Newtonian Equationl Generalized Newtonian Equation:

l Power Law Model:

l m = µ n = 1 Newtonianl m n > 1 Shear Thickening, Dilatantl m n < 1 Shear Thinning

l Slope of log η vs log γ is constantl Advantages: simple, success at predicting Q vs ΔPl Disadvantages: does not describe Newtonian Plateau at small

shear rates

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Page 16: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Modeling of Shear Thinning and Thickeningl Carreau-Yasuda Model

a – affects the shape of the transition regionλ – time constant determines where it changes from constant to power

lawn – describes the slope of the power lawη0, η∞ - describe plateau viscosities

l Advantages: fits most datal Disadvantages: contains 5 parameters, do not give molecular

insight into polymer behavior Antonio Licciulli: Introduction to the rheology of suspensions

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Page 17: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Yield Stress

l Tendency of a material to flow only when stresses are above a treshold stress

l Bingham Model:

τy = yield stress, always positiveµ0 = viscosity at higher shear rates

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Page 18: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Elastic and Viscoelastic Effects

l Fluid Memoryl Conserve their shape over time periods or seconds or

minutesl Elastic like rubberl Can bounce or partially retractl Example: clay (plasticina)

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Antonio Licciulli: Introduction to the rheology of suspensions

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Page 19: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Elastic and Viscoelastic Effects

l Viscoelastic fluids subjected to a stress deforml when the stress is removed, it does not instantly vanishl internal structure of material can sustain stress for some timel this time is known as the relaxation time, varies with materialsl due to the internal stress, the fluid will deform on its own, even

when external stresses are removedl important for processing of polymer melts, casting, etc..

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Page 20: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Elastic and Viscoelastic Effects – Die Swell l as a polymer exits a die, the diameter of liquid stream increases

by up to an order of magnitude

l caused by relaxation of extended polymer coils, as stress is reduced from high flow producing stresses present within the die to low stresses, associated with the extruded stream moving through ambient air

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Page 21: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Flocculation and deflocculation The particles in suspension tend to coagulate spontaneously unless they are deflocculate. There are two ways of deflocculation:  By adsorbing molecules with a strong connotation steric able to prevent the particles are in close contact  Through the creation of the particles on the surface of a layer of charges   To obtain a repulsive effect on the complex colloidal particles of the repulsive forces must be greater than the kinetic energy: 10KbT  this means at 20 ° C that the zeta potential ξ must be higher in module to 25mV  stabilized suspensions are observed even at ξ = 15mV, in which case the mechanism electrostatic was added a contribution of steric repulsion

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Page 22: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Flocculation and deflocculation

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Page 23: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Types of stabilization Electrostatic stabilization

working in a water solvent. Two particles having the same charges approaching each other will result in a repelling effect.

Sterical stabilization for water and solvent based systems, the surface of the solid particles are completely covered by polymers making particle-to-particle contact impossible. Strong interactions between polymers and solvents prevent the particles from coming too closeand flocculate

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Page 24: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Steric stabilisation

Electrostatic Stabilisation

Electrosteric Stabilisation

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Page 25: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Ion distribution on a particle in ionic liquid

On the surface of a charged particle in solution a quantity of ions which vary with the pH are attracted

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Page 26: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Antonio Licciulli Scienza e tecnologia dei materiali

Double layer theory

Developed by Guy Chapman and allows to explain the mechanisms of coagulation and deflocculation due to Coulomb forces.

Around the charged particle are formed two layers of charges: a layer of counterions related properties and integral with the particle and a concentration gradient there fillers.

When an electric field E is applied to the solution will tend to move with a speed νe together with the first layer and part of the charges of the second.

Forms a sliding surface (slip) located beyond the first layer.

The electrical potential measured on the sliding plane is called zeta potential ξ, the following relation holds:

ξ = fHηνe/Eεrε0

η = viscosity, fH = costante di Henry

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Page 27: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Double layer in daily lifeInterfacial DL is most apparent in systems with a large ratio of surface area to volume,

The DL plays a fundamental role in many everyday substances. For instance, milk exists only because fat droplets are covered with a DL that prevent their coagulation into butter. DLs exist in practically allheterogeneous fluid-based systems, such as blood, paints, inks, ceramic slurries and cement slurries.

The DL is closely related to electrokinetic phenomena and electroacoustic phenomena.

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Page 28: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

The isoelectric point

The isoelectric point (IEP) is the pH value for which ξ = 0

  The isoelectric point is the situation of greater instability and risk of flocculation for a ceramic suspension

  The ceramic technologist must first move away from the isoelectric point by maximizing the absolute value of zeta potential

zeta potential versus pH for a suspension of alumina (Richard O'Brien)

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Page 29: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Taken from JS Reed, 1995; case A, range of “good” cast is wider and favorable; S = soft; H = hard;

Deflocculant quantity effect on good casting

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Page 30: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Quantity Effects

Too much lubricant, lower tensile strength; increase strain-to-failure

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Page 31: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

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Page 32: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

4

Viscosity of Slurry

viscosity too high or low: not ideal

slurry may have yield strength

good stability for storage life

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Page 33: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

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Dip CoatingPull at an angle and speed to get coating; film thickness depend on slurry rheology; for Newtonian fluid

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Page 34: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Particle Orientation

Taken from TA Ring, 1996;

Dip coating: shear force may cause special arrangement of particles to minimize resistance

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Page 35: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Additives: binders and plasticizers

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Page 36: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Cast thickness as a function of casting time

L=[(2J∆Pt/ηRc)+(R`m/Rc) 2]1/2-(R`m/Rc),

L = cast thickness J=vol.of cast/vol.of liq. Removed

Rc=resistivity to liq. transport in the cast,

∆P=apparent mold suction η=viscosity of liq. transported

Rm=liquid transport resistance of the mold

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Page 37: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Capillary suction on the slip∆P = 2γlvcosø/Rc

∆P=suction,

γ =surface tension

ø=angle

Rc=radius of curvature

The flow of liquid through a porous medium is:

dV/dt = K/η * dP/dx dP/dx = the pressure gradient across the filter

η = filtrate viscosity,

dV/dt = volumetric flow rate of the filtrate and K is the filter permeability

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Page 38: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Particle Size and Loading EffectsThe goal for slip casting is to produce a body that will sinter at a low temperature to save energy and time. In order for this to happen the slip must be produced with the optimum variables determined by laboratory testing.

To achieve the maximum packing density of about 75% for a green body, a bimodal particle alumina powder with a volume fraction ratio of coarse to fine particles equal to 7:3.

The ratio of diameter sizes between the coarse and fine particles is 7:1. This ratio yields the maximum packing density after casting. A bimodal system packs better because the fine particles will fill into the interstices created by the large particles.

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Page 39: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Solid loading with trimodal particle distribution

If a larger range is used like a tri-modal or greater, the packing factor will increase according to the following equation:

Pfmax = Pf G + (1- Pf G)Pf M +(1- PfG )(1- Pf M)Pf F

This takes up the void space and decreases the size and amount of pores. The slips containing between 40% and 50% alumina produce the best green bodies with the easiest water removal.

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Page 40: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Winkler diagram

The diagram of Winkler alloy particle size distribution to the type of brick

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Page 41: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Slurry viscosity vs solid loading

The viscosity of a suspension ηs is greater than that of a liquid ηl and their ratio is defined relative viscosity:

ηr = ηs / ηl

Interactions during the flow of slip are complex and are described by empirical equations:

ηr = (1-fvp)-Kf

fVP = volume fraction of dispersed particles

Kf ranges from 3 to 21 when you switching between fine particulates and with continuous distribution to a large particle size and uniform

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Page 42: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Slurry homogenization

Milling ballsAl2O3

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Page 43: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

The preparation of the slip

The mixtures of powders binders and additives for the preparation of suspensions and granules are mixed and homogenized in horizontal rotary mills with ceramic beads to act as a grinding media

Grinding Al2O3 balls

Industrial rotary mills

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Page 44: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Milling receipt for horizontal rotary mill

Out of the total rotary mill volume:

✓ 50% empty

✓ 25% grinding sperical balls

✓ 25% slurry

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Page 45: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

Volume loading and dispersant concentration

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Page 46: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

0

250,0

500,0

750,0

1000,0

0 7,500 15,000 22,500 30,000

Shea

r rat

e (1

/s)

Shear stress ( Pa )

0.9% dispersant1.4% DISPERSANT

Time dependent and independent viscosity

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Page 47: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

C = O

- Si -

CH

CH3

R

OCH3

CH2

=

O

Ceramic powders in resin dispersion

Acrylic modified silicon alkoxides are used to modify the surface properties of alumina powder.

This modification allows the dispersion of the powder in the resin

H3CO OCH3

Al2O3CH2-CH-C-CH3-O-C-R-Si= 0

CH2-CH-C-CH3 -O-C-R-Si

= 0

CH2-CH

-C-CH3-O

-C-R-Si

= 0

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Page 48: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

0

0,0225

0,0450

0,0675

0,0900

0 250,0 500,0 750,0 1000,0

visc

osity

(pa.

s)

shear rate (1/s )

1.4 % DISPERSANT 0.9 % DISPERSANT

The influence of dispersant content

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Page 49: Slurries and rheology - Ceramic Science and Technology … casting... · slurry. The water is removed ... such as blood, paints, inks, ceramic ... slurry rheology; for Newtonian fluid

High temperature (1800°) rheometer

• StressTech UHT: instrument for measuring the rheological and mechanical properties of Molten Metals and Glasses. Performs steady, transient and dynamic shear measurements using couette/concentric cylinder systems and other fixtures. First prototype installed in Modena and Reggio Emilia University,

Numero domanda: BA-2009-A-000031ANALIZZATORE MECCANICO E REOMETRICO AD ALTATEMPERATURATipologia: Invenzioni

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