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Spray Dryer Powder Agglomeration

Spray dryer nozzles atomising milk concentrate - powder agglomeration and instant milk powder - Watson Dairy Consulting

Spray Dryer Powder Agglomeration

Droplet collisions, fines return, stickiness & nozzle control of instant dairy powders

Agglomeration is what turns a fine, dusty, slow-wetting spray-dried powder into an instant one. Small primary particles are joined into porous clusters, typically several times the primary particle size, so that water penetrates the powder bed instead of floating it, the powder flows and meters cleanly, and dust in the packing hall falls. Instant skim milk powder, whole milk powder, infant formula base powders, whey protein and many food-ingredient powders depend on it.

This guide explains droplet collisions, fines return, surface stickiness, atomisation and powder measurements. It draws on academic research and standards, with the operating checks presented as an independent review framework.

Chasing bulk density, wettability or fines problems on a dryer? We can help. Discuss your project →

What Agglomeration Does to a Dairy Powder

A spray dryer running without deliberate agglomeration produces near-spherical primary particles. For skim milk they are small — commonly a volume-median well under 100 μm — dense, and difficult to reconstitute: dropped into water they float, wet slowly from the outside and form lumps with a dry core. An agglomerated powder is made of the same primary particles bonded into open, irregular clusters. The difference in behaviour comes from the pore structure between the particles rather than from the particles themselves.[1][1]

PropertyNon-agglomerated powderAgglomerated (instant) powderWhy it matters
Particle sizeSmall primary particles, narrow distributionClusters several times larger, wider distributionLarger clusters wet and sink; fines under about 50 μm are the ones that dust and float
Bulk densityHigherLower — agglomeration builds air into the bedBulk density is usually the first specification affected when agglomeration drifts; it drives bag fill, silo capacity and shipping cost
WettabilityPoor — lumps and floatingGood — capillary pores draw water inFor whole milk powder, surface fat can impair wetting; assess whether lecithination is appropriate[1]
Dispersibility & sinkabilityPoorGoodClusters break apart as they wet rather than forming a gel skin
FlowabilityCohesive, arching in hoppersFree-flowingMetering into cans, sachets and blending lines
DustHighLowExplosion risk, hygiene, product loss to bag filters
Mechanical strengthNot relevantClusters can be broken by conveying and handlingPneumatic conveying and screw feeders can undo the dryer’s work; test at the packing point, not the dryer outlet

How Agglomeration Happens Inside the Dryer

Two mechanisms operate in a modern multi-stage dairy dryer, and most plants use both.

1. Spray-to-spray agglomeration (primary, or “straight-through”)

Overlapping sprays can create collisions between droplets at different stages of drying. Liquid droplets may coalesce; suitably sticky surfaces may adhere; dry surfaces may rebound. Nozzle spacing, angle, feed conditions and the drying environment determine the outcome. Assess the actual spray pattern and powder result.[7][8][9]

2. Fines-return agglomeration (secondary, or “nozzle-zone”)

Fine powder recovered from the cyclones or bag filter and from the fluid bed is blown back into the chamber close to the atomiser. These dry fines collide with drying droplets and act as collectors: each successful collision leaves a fine particle bonded to the surface of a droplet, and repeated collisions build the cluster. This is the dominant lever on an industrial instant-powder dryer, and it is the reason the position of the fines-return duct relative to the nozzles is a design decision rather than a piping convenience.[1][6][7]

The Massey University and Fonterra work by Williams and co-workers is the most-cited experimental study of the mechanism. Running skim milk at small and pilot scale with and without a fines curtain, they confirmed that fines addition promotes agglomeration and that the extent of agglomeration depends principally on the mass flux ratio of fines to spray, followed by particle size.[6] Fröhlich and co-workers at Hohenheim found that the total solids of the feed strongly affects agglomerate properties in nozzle-zone agglomeration,[10] and van Boven and co-workers showed by response-surface trials that a higher droplet-collision frequency increases the degree of agglomeration and improves rehydration.[8]

Merge, Stick or Bounce: The Physics of a Collision

Every collision between a fine particle and a drying droplet has one of three outcomes, and only one of them builds an agglomerate.[7][9]

Merge

The droplet is still liquid; the fine sinks into it and disappears. The result is a single, larger, dense primary particle — layering, not agglomeration. This is what happens when fines are returned too close to the nozzle.

Stick

The droplet has formed a viscous skin; the fine adheres to the surface without being absorbed. Several sticking collisions on one droplet, and sticking of doublets to each other, produce the open cluster that gives instant properties. This is the target regime.

Bounce

The droplet has dried to a glassy or elastic skin; the fine rebounds. No agglomeration. This is what happens when fines are returned too far from the nozzle or when the surface has already passed through its sticky window.

The single-droplet collision experiments at Wageningen quantified the window. Colliding glass beads with drying maltodextrin droplets and timing the collision against the droplet’s locking point (the moment a solid skin forms), Eijkelboom and co-workers found that sticking occurred only between about 0.75 and 1.5 times the locking-point time, regardless of the maltodextrin grade; before that window collisions merged, after it they bounced. Collision speed, in the 0.3–3 m/s range typical of a spray dryer, had no clear effect within that window.[9] These experiments demonstrate mechanisms rather than a universal operating window for dairy powders: agglomeration is controlled by when in its drying history a droplet meets a fine, which is set by droplet size, chamber temperature and humidity, and fines-return position.

Why surface stickiness follows the glass transition

The sticky window exists because the surface of a drying milk droplet passes through a rubbery state on its way from solution to glass. Amorphous lactose is the component that governs it. Dry amorphous lactose has a glass transition temperature (Tg) of around 100 °C, but water is a powerful plasticiser and a few percent of moisture brings Tg down by tens of degrees.[3] Roos showed that dairy powders become sticky once their surface temperature exceeds Tg by roughly 10–20 °C, and Hennigs, Kockel and Langrish measured the sticky-point curve for skim milk powder directly as a function of moisture content; reported T − Tg values for skim milk powder range from the mid-teens to the low thirties of degrees depending on the test method.[2][4] Palzer’s analysis of amorphous food powders puts the same rule to work for both the agglomeration you want in the dryer and the caking you do not want in the silo.[5]

Two consequences follow. First, the surface composition of the droplet matters as much as its bulk composition: Kim, Chen and Pearce showed that spray-dried milk powders are fat- and protein-enriched at the surface relative to the bulk, and that drying conditions change the surface composition.[14] Fat-rich surfaces on whole milk powder are the reason it needs lecithination to become instant, while protein at the surface promotes sticking — the Wageningen group found that adding protein to a maltodextrin feed increased the fraction of agglomerated particles.[9] Second, the same Tg physics that builds agglomerates in the chamber will build wall deposits and cake the powder if the outlet temperature and humidity are too high or the fluid bed does not cool the powder below its sticky point before packing.[2][5]

The Atomiser Is the Primary Control

On a nozzle dryer the droplet size distribution leaving the atomiser sets everything downstream: how quickly each droplet reaches its locking point, how many collision partners exist per kilogram of feed, and how much surface area is available for evaporation. A litre of concentrate atomised to 50 μm droplets contains around 15,000 million droplets; at 100 μm it contains about 2,000 million. Droplet count scales with the inverse cube of diameter, and surface area with the inverse of diameter, so a 10% reduction in droplet size gives roughly 37% more droplets and 11% more evaporating surface.

Pressure nozzles: orifice, swirl chamber and pressure

A pressure-swirl nozzle uses its internal passages and outlet geometry to form a liquid sheet and spray. Pressure, flow, fluid properties and geometry interact. Compare the required duty and spray pattern using suitable measured data or a validated nozzle model; there is no universal best cone angle or fixed capacity increase for a change of internal component.[12][13]

D ∝ do0.5 · μ0.25 · σ0.25 / ΔP0.375 Relative screening model derived from the academic simplex-atomiser relation D ∝ σ0.25μ0.25ṁ0.25ΔP−0.5ρair−0.25, assuming unchanged liquid/air density and discharge coefficient. Geometry changes require validation.[12][13]

The estimator below uses a published academic scaling relation for simplex pressure-swirl atomisation. For unchanged liquid and air density and an unchanged discharge coefficient, combining its flow term with flow proportional to orifice area times the square root of pressure gives the relative form shown. These assumptions must be checked; the calculation is not a validated prediction for every milk-concentrate nozzle.[12][13]

What moves feed viscosity

Concentrate solids, temperature, formulation, heat treatment and holding history can change viscosity. Measure viscosity at conditions relevant to the lance and compare it with stable production records. Also investigate nozzle condition, feed pressure, air handling and fines return; a change in powder properties need not have a single cause.[1][1]

Check feed conditions, nozzle condition and the drying system together.

Before adjusting nozzles or fines return, check concentrate solids, temperature and viscosity at the lance against the commissioning values. Ask us about dryer performance reviews.

Droplet size versus powder size: fines return changes the whole distribution

Droplet size at the nozzle and particle size after drying, agglomeration and conveying describe different stages. Measure them using clearly stated methods where needed. A change in the final distribution can arise from atomisation, agglomeration, breakage or segregation; a bimodal distribution alone does not identify the cause.

Compare nozzle or internal-component changes through controlled trials at the same formulation and duty. Record flow, pressure, temperature, particle-size distribution, density, reconstitution properties, deposits and saleable-solids recovery.

Cluster nozzles

Cluster heads distribute a lance duty among several outlets and create interacting spray patterns. Any benefit in droplet size, pressure, agglomeration or capacity is design- and duty-specific. Verify spray overlap, wall clearance, operating range, cleanability and the required powder properties through representative trials.

Two-fluid nozzles for viscous feeds

Two-fluid atomisers use a gas stream to assist breakup. Compare liquid and atomising-gas duties, spray distribution, gas consumption, clogging and cleaning for the intended feed. Establish starting, stopping and protective sequences from the approved equipment design. Rotary atomisers provide another arrangement with different operating and maintenance requirements.[12][13]

Rotary atomisers

Rotary (disc) atomisers set droplet size by wheel peripheral speed rather than pressure, handle viscous and abrasive feeds without orifice wear, and give a wide, flat spray. They are used on many dairy dryers, particularly older single-stage plants and for feeds that are hard on nozzles. Their spray geometry makes nozzle-zone fines return less effective than on a multi-nozzle dryer, so agglomeration on rotary dryers leans more heavily on the fluid bed.[1][1]

Beyond the Atomiser: The Other Levers

Fines-return position

The single most important geometric decision. Return too close to the nozzles and fines merge into droplets (layering, dense particles); too far and they bounce. The Queensland/DSM stickiness work mapped droplet surface tack against drying time so that the return point could be placed in the viscous window.[7] On most dairy dryers the duct is set at design and the rate is the operating variable.

Fines-to-spray ratio

The dominant operating variable in the Massey trials. Raising the fines mass flux relative to spray raises agglomeration efficiency; smaller fines at a given ratio also helped. Every kilogram recycled is a kilogram that passes through the chamber twice, so there is an energy and capacity cost to over-recycling.[6]

Feed total solids

Higher solids gives a shorter time to locking point and a more viscous surface, changing where in the chamber the sticky window falls. Hohenheim trials showed total solids strongly affects agglomerate size and structure.[10] Solids also sets evaporator load and dryer thermal efficiency, so it is rarely changed for agglomeration alone.

Outlet temperature and humidity

Together they set the surface temperature and moisture of the drying particle relative to its Tg. A higher outlet temperature or wetter outlet air keeps surfaces stickier for longer, increasing agglomeration but also wall deposits and fire risk. Chamber humidity is the variable most plants do not measure and should.[1][2]

Integrated and external fluid beds

In two- and three-stage dryers the powder leaves the chamber at 6–8% moisture and is finished in a fluid bed. A static (integrated) bed at the chamber base keeps the powder in its sticky state a little longer and builds further agglomerates; the external vibrating bed dries, cools below the sticky point, and, for whole milk powder, is where lecithin is sprayed on.[1][1]

Downstream handling

Agglomerates are fragile. Long pneumatic conveying, high-speed sifters and rough screw feeders break clusters back to primary particles and fines. A powder that meets spec at the fluid bed outlet and fails at the filler has a conveying problem, not a dryer problem. Measure at both points.

Measuring Agglomeration

Agglomeration is not measured directly; it is inferred from particle size, bulk density and reconstitution behaviour. The standard methods are:[15][16]

MeasurementMethodWhat it tells you
Particle size distributionLaser diffraction (dry or wet dispersion); sieve analysis for coarse fractions. Report D10, D50, D90, span and the fraction below about 50 μmDegree and consistency of agglomeration. Wet dispersion breaks weak agglomerates and reports something closer to primary particle size; be explicit about which is used. A bimodal distribution can have several causes; compare with process and handling records
Bulk density (loose and tapped)ISO 8967 | IDF 134. Loose (poured), tapped after 100 and after 625 taps; the ratio between them (Hausner ratio) indicates cohesivenessAir built into the bed by agglomeration; the specification most sensitive to drift. The 100-tap value is the one most instant-powder specifications quote
WettabilityIDF 87: time for a defined mass of powder to sink below the surface of water at a defined temperatureThe primary instant property. Typically specified as under a few tens of seconds for instant SMP; surface fat can impair wetting; validate any lecithination treatment against the product requirement
DispersibilityIDF 87: powder stirred into water for a defined time, sieved, and the solids passing the sieve expressed as a percentageWhether clusters break down and disperse rather than forming a gel skin. Sensitive to both agglomerate structure and protein denaturation
Insolubility indexISO 8156 | IDF 129: volume of sediment after reconstitution and centrifugationHeat damage during drying rather than agglomeration as such, but a high index with poor wettability usually points to droplets that were too large or an outlet temperature too high
Fines fractionMass balance on cyclone and bag-filter recovery versus fluid-bed product; or PSD fraction below a cut-offThe other side of the agglomeration balance. A rising fines fraction with falling bulk density is the classic signature of lost agglomeration
Scanning electron microscopySEM of powder samplesNot a routine QC test, but the only way to see whether clusters are open agglomerates or layered, dense particles — the merge-versus-stick outcome made visible[6]

Interactive Atomisation Change Estimator

The estimator below applies the droplet-size and flow scaling rules from the atomisation section to a change you are considering — a different orifice disc, a pressure change, a different number of lances, or a concentrate that has come in at a different viscosity — and reports the expected change in droplet size, flow per nozzle, droplet count and evaporating surface area. It scales from your current duty, so it does not need to know your swirl chamber or dryer geometry, but it does need an honest starting point.

How to use it

  1. Fill in the left-hand panel with how the dryer runs today. Take the nozzle pressure from the gauge at the high-pressure pump or lance, the orifice size from the number stamped on the orifice disc, the number of lances that are actually spraying, and the total concentrate feed from the dryer feed flowmeter. Viscosity and surface tension are the concentrate’s properties at the lance; if you do not have measurements, use the typical values in the table below.
  2. Enter a verified baseline droplet size. Use a suitable measurement or validated model for the current feed and nozzle. The initial form values only illustrate the calculation; they do not establish actual milk-concentrate performance.
  3. Change only what you are proposing to change in the right-hand panel. Leave everything else equal to the baseline. Total feed is held constant, so if you change pressure, orifice or nozzle count the tool checks whether the nozzles can actually pass the feed at that pressure.
  4. Read the note. It tells you whether the flow balance works, what pressure the pump will really settle at if it does not, and which way the sticky window and agglomeration will move.
InputWhat it isWhere to find itTypical values
Nozzle pressureConcentrate pressure at the nozzle, in barPressure gauge at the high-pressure pump or lance manifold150–300 bar for dairy pressure nozzles; 200 bar is common
Orifice diameterMeasured outlet bore, in mm.Use the equipment drawing or a suitable bore measurement. The optional converter accepts a bore expressed in thousandths of an inch; it does not interpret a manufacturer part number.Use the actual dimensions and operating limits.
Number of nozzlesHow many lances are spraying at the same time (not how many the dryer has)Count the lances open on the panel or in the chamber roof1–8 on most dairy dryers; large SMP dryers may run more
Total concentrate feedConcentrate flow to the dryer, litres per hour. Divided by nozzle count to give flow per nozzleDryer feed flowmeter; or evaporator concentrate discharge rateAnything from 500 L/h (pilot) to 30,000+ L/h
Feed viscosityHow thick the concentrate is, in centipoise (cP = mPa·s). Water is 1 cPViscometer reading on a sample taken at the lance, at lance temperature. If not measured, use the presetsSkim concentrate 45–50% TS at 45–55 °C: roughly 50–150 cP; whole milk concentrate somewhat lower; infant formula and high-protein feeds higher. Rises sharply with solids and with holding time (age thickening)
Surface tensionThe concentrate’s surface tension in mN/m (dyn/cm); water is 72Rarely measured in a dairy. Leave at the preset unless you have a valueAbout 45–50 mN/m for milk concentrates; 72 for water
Baseline droplet sizeMean droplet diameter the current set-up produces, in micrometres (μm)Supplier nozzle calculator, spray measurement, or the representative range50–100 μm for dairy pressure nozzles; 60–90 μm typical

Baseline (how the dryer runs today)

Typical values only. Viscosity varies a lot with solids, temperature and holding time; a measured value at the lance is always better.
cP (mPa·s) at the lance. Water = 1
mN/m. Milk concentrate ≈ 45–50, water 72
bar, from the gauge at the pump or lance
mm, from the disc stamp or spec sheet
The 3-digit number on the disc (e.g. 106). Converted to mm automatically: number ÷ 39.37
L/h from the feed flowmeter
lances open at once (count)
μm. From the nozzle supplier’s calculator or a spray measurement; 60–90 μm is representative if unknown
Flow per nozzle today—

Proposed change (edit only what you intend to change)

bar
mm
e.g. 094 → 2.39 mm, 106 → 2.69 mm, 118 → 3.00 mm
cP at the lance
mN/m
Total feed is held at the baseline value, so each nozzle must pass total feed ÷ this number
Estimated mean droplet size—
Flow each nozzle will pass at the new pressure & orifice—
Flow each nozzle must pass to hold total feed—
Droplets per litre vs today—
Evaporating surface area vs today—
Change inputs to recalculate.

Formula basis: D₂/D₁ = (d₂/d₁)0.5 × (μ₂/μ₁)0.25 × (σ₂/σ₁)0.25 × (ΔP₁/ΔP₂)0.375. This relative form combines the cited academic mass-flow correlation with flow proportional to orifice area times the square root of pressure, assuming unchanged liquid/air density and discharge coefficient. The bore converter uses 0.0254 mm per thousandth of an inch. Droplet count and area ratios are idealised size-scaling illustrations. Nozzle geometry, feed properties and real size distributions require suitable measurements and validation.[12][13]

Related calculator: Spray Dryer Fines-Risk Indicator — screen inlet/outlet conditions and feed solids for fines generation, and Milk Powder Mass Balance Calculator for evaporator and dryer water removal.

Troubleshooting Guide

SymptomLikely causesWhere to look first
Bulk density rising, powder less instantLoss of agglomeration: fines return reduced or blocked; concentrate viscosity or solids changed; nozzle worn (orifice enlarged, coarser droplets); outlet temperature reducedFines-return rate and duct; concentrate viscosity at the lance against commissioning value; nozzle inspection
Bulk density falling, powder dustyOver-agglomeration or excessive fines; droplets too small (pressure up, orifice worn small, viscosity down); outlet too hot or humidNozzle pressure and orifice; PSD fines fraction; outlet humidity
Wettability fails but PSD is on targetFor whole milk powder: lecithination rate or lecithin distribution; surface fat. For skim: protein denaturation from over-intensive preheat; too-dense (layered) particles from fines returned too close to the nozzleLecithin dosing and spray pattern; preheat conditions; SEM of the powder
Lumps and wall deposits in the chamberSurface temperature above sticky point for too long: outlet temperature or humidity too high; droplets too large; spray impinging on the wall (angle too wide, nozzle misaligned)Outlet temperature and humidity; spray angle and lance alignment; nozzle pressure
Agglomeration varies shift to shiftConcentrate age thickening (balance-tank holding time); concentrate temperature drift; inconsistent nozzle assembly or damaged sealing facesBalance-tank residence time; lance temperature; nozzle maintenance records
Fines fraction rising with no other changeNozzle wear (a worn orifice changes both flow and spray angle); swirl-chamber or orifice material not suited to the feed; conveying breakage after the fluid bedNozzle inspection and replacement history; PSD at fluid-bed outlet versus filler
Insolubility index risingDroplets too large for the chamber (coarse atomisation, high viscosity) so the outer surface overheats before the core dries; outlet temperature too highConcentrate viscosity; nozzle pressure; outlet temperature

Nozzle maintenance is agglomeration control

Inspect the orifice, internal passages, sealing faces and components under the approved maintenance procedure. Wear or damage can alter flow and spray pattern. Trend pressure, flow, powder results and service hours, and investigate changes before assigning the cause to either wear or control settings.

Frequently Asked Questions

What is the difference between agglomeration and granulation?

In spray drying, agglomeration means joining primary particles into porous clusters during or immediately after drying, using the particles’ own sticky surfaces as the binder. Granulation usually refers to a separate wet process in which a binder liquid is sprayed onto dry powder in a fluid bed or mixer to build granules. Spray-fluid-bed granulation is used for some food and pharmaceutical powders, but dairy instant powders are made by in-dryer agglomeration with fines return, finished in a fluid bed.

Why does whole milk powder need lecithin to be instant?

Spray-dried whole milk powder has a fat-enriched surface, and fat is hydrophobic, so even a well-agglomerated WMP wets poorly. A small amount of lecithin, usually dissolved in butter oil, is sprayed onto the warm powder in the fluid bed; the amphiphilic lecithin coats the fat surface and lets water in. Skim milk powder has little surface fat and can be instant on agglomeration alone.[1][1][14]

Does a higher nozzle pressure always give more agglomeration?

No. Higher pressure gives smaller droplets and more of them, which increases collision frequency and moves the sticky window closer to the nozzle. Whether that increases agglomeration depends on whether the fines-return point and the chamber conditions still put fines into that window. Raising pressure without re-tuning fines return can reduce agglomeration and raise the fines fraction.

How much fines should be returned?

There is no universal figure. The Massey work found that the fines-to-spray mass flux ratio is the dominant variable and that more fines gives more agglomeration up to the point where the extra recycle load costs capacity and energy.[6] Most plants set it by trial against bulk density and wettability targets. What matters more than the number is that the ratio is stable, because a dryer whose fines return fluctuates cannot make a consistent powder.

Can agglomeration be modelled and controlled automatically?

Partly. CFD models coupled with population balances now predict agglomeration and coalescence in spray dryers,[11] and single-droplet drying models can predict the locking point that defines the sticky window.[9] Industrially, the controllable inputs are still nozzle pressure, fines-return rate, outlet temperature and humidity, and the measured outputs are bulk density, PSD and wettability with a lag of minutes to hours. Closing that loop with inline particle sizing and humidity measurement is where the practical gains are; claims of large energy or uniformity improvements from automated control should be checked against the specific plant and product before being relied on.

Can agglomeration be measured online?

Inline laser-diffraction and image-analysis particle sizers are available for powder lines and are used on some dairy dryers to track PSD in near-real time. Bulk density, wettability and dispersibility remain laboratory measurements. Because agglomerates break during sampling and conveying, any online result has to be correlated against the laboratory method at the packing point before it is used for control.

Need help with spray dryer agglomeration, instant powder quality or dryer capacity? Watson Dairy Consulting provides independent spray dryer performance reviews, nozzle and fines-return audits, instant powder troubleshooting, operator training and design support for new and upgraded powder plants. Contact Watson Dairy Consulting.

References

  1. University of Guelph: Evaporation and Dehydration. Academic background on drying and powder recovery.
  2. Roos, Y. H. (2002). Importance of glass transition and water activity in dairy powders. Le Lait, 82(4), 475–484. Glass transition, stickiness and caking of amorphous lactose in dairy powders.
  3. Roos, Y. & Karel, M. (1991). Plasticizing effect of water on thermal behavior and crystallization of amorphous food models. Journal of Food Science, 56(1), 38–43. Glass transition of amorphous lactose and its depression by water.
  4. Hennigs, C., Kockel, T. K. & Langrish, T. A. G. (2001). New measurements of the sticky behavior of skim milk powder. Drying Technology, 19(3–4), 471–484. Sticky-point curve for skim milk powder as a function of moisture content.
  5. Palzer, S. (2005). The effect of glass transition on the desired and undesired agglomeration of amorphous food powders. Chemical Engineering Science, 60(14), 3959–3968. doi:10.1016/j.ces.2005.02.015
  6. Williams, A. M., Jones, J. R., Paterson, A. H. J. & Pearce, D. L. (2009). Effect of fines on agglomeration in spray dryers: an experimental study. International Journal of Food Engineering, 5(2). Massey University / Fonterra trials at two scales establishing the fines-to-spray mass flux ratio as the dominant variable. doi:10.2202/1556-3758.1635
  7. van der Hoeven, M., Howes, T., Meesters, G., Wildeboer, W., Cameron, I. & Litster, J. D. (2006). Influence of surface stickiness of food products to agglomeration in spray drying. Paper 163e, AIChE Spring National Meeting, Orlando. Maps droplet surface tack against drying time to locate the fines-return point. aiche.org
  8. van Boven, A. P., Calderón Novoa, S. M., Kohlus, R. & Schutyser, M. A. I. (2023). Investigation on nozzle zone agglomeration during spray drying using response surface methodology. Powder Technology, 429, 118910. doi:10.1016/j.powtec.2023.118910
  9. Eijkelboom, N. M., Rang, V. J., Breevaart, S., Boom, R. M., Wilms, P. F. C. & Schutyser, M. A. I. (2024). Binary collisions of drying maltodextrin droplets and glass beads. Journal of Food Engineering, 378, 112110. Open access. Defines the merge/stick/bounce regimes and the sticking window of 0.75–1.5 times the locking-point time. doi:10.1016/j.jfoodeng.2024.112110
  10. Fröhlich, J. A., Raiber, T. V., Hinrichs, J. & Kohlus, R. (2021). Nozzle zone agglomeration in spray dryers: influence of total solid content on agglomerate properties. Powder Technology, 390, 292–302. doi:10.1016/j.powtec.2021.05.094
  11. Hussain, F., Jaskulski, M., Piatkowski, M. & Tsotsas, E. (2022). CFD simulation of agglomeration and coalescence in spray dryer. Chemical Engineering Science, 247, 117064. doi:10.1016/j.ces.2021.117064
  12. Lefebvre, A. H. & McDonell, V. G. (2017). Atomization and Sprays, 2nd ed. CRC Press, Boca Raton. Droplet-size correlations for pressure-swirl and twin-fluid atomisers.
  13. The effect of orifice shape and the injection pressure on enhancement of the atomization process for pressure-swirl atomizers (2016). Academic research reporting atomisation correlations, including the simplex-atomiser relation used for the relative model.
  14. Kim, E. H.-J., Chen, X. D. & Pearce, D. (2009). Surface composition of industrial spray-dried milk powders. 2. Effects of spray drying conditions on the surface composition. Journal of Food Engineering, 94(2), 169–181.
  15. ISO / IDF standards. ISO 8967 | IDF 134 Dried milk and dried milk products — Determination of bulk density; ISO 8156 | IDF 129 Dried milk and dried milk products — Determination of insolubility index; IDF Standard 87 Determination of the dispersibility and wettability of instant dried milk. iso.org · fil-idf.org
  16. Schuck, P., Dolivet, A. & Jeantet, R. (2012). Analytical Methods for Food and Dairy Powders. Wiley-Blackwell, Chichester. Particle size, density, rehydration and flowability methods for dairy powders.
Disclaimer: This page and the embedded estimator are provided as a free educational and screening resource. The droplet-size and flow scaling rules are supplier and literature correlations for pressure-swirl nozzles and do not account for swirl-chamber geometry, feed solids, spray angle or chamber conditions. Agglomeration outcomes depend on the interaction of atomisation, fines return, chamber temperature and humidity, feed composition and downstream handling, and must be confirmed by plant trial and laboratory measurement. Figures quoted from supplier literature are the supplier’s own trial data. Watson Dairy Consulting (JWC Services Limited, SC246124) accepts no liability for design, operational, quality or commercial decisions made on the basis of this page alone.

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