How do I scale up from a laboratory mixer to the production plant in powder metallurgy without losing mixing quality?
Scale-up from laboratory to production plant in powder metallurgy is demanding, because mixing quality depends on particle sizes, differences in density, cohesion, fill level, mixer geometry and the mixing principle. Purely geometric enlargement is frequently not sufficient, since mixing mechanisms, tendencies to segregate and the distribution of alloying elements or pressing aids may otherwise change. A robust scale-up is therefore based on principles of similarity, reproducible assessment of mixing quality and step-by-step validation.
1. Keep the mixing principle and geometry consistent
Where possible, the same type of mixer should be retained from laboratory to production scale, because changing the mixing principle alters the dominant mechanisms. For the scale-up, the geometric ratios and the relevant operating variables are then to be transferred, rather than merely enlarging the volume.
With drum and tumble mixers, the Froude number is a central characteristic value because it describes the ratio of inertial to gravitational forces. It is frequently used for scaling, but it does not replace experimental verification of the mixing quality at the larger scale.
2. Compare the important characteristic values
For the scale-up of horizontal mixers, the Froude number, fill level, rotational speed or circumferential speed and mixing time should be as comparable as possible between laboratory and production scale. As the scale increases, a constant Froude number may be appropriate; nevertheless the required mixing time is not necessarily transferable in proportion.
The Froude number relates to rotating free-fall, drum and throw mixers as well as to systems with a horizontally mounted mixing tool. In vertical mixers with forced restratification it is not a design or scale-up criterion. What is decisive there is that the mixing principle remains the same across all sizes and that the restratification covers the entire mixing chamber independently of the fill level; transferability is secured in the pilot plant with the original product.
The circumferential speed is helpful where shear and particle stress are to be limited. The fill level should remain as constant as possible within the validated range, because it significantly influences particle trajectories, contact frequency and segregation behaviour.
3. Assess mixing quality quantitatively
Mixing quality should be assessed using a clearly defined characteristic value, usually the coefficient of variation (CV) of a key component. A low CV indicates a narrower distribution of the sample values and thus a more homogeneous mixture.
It is important that sampling is representative: powder samples should be taken from moving material wherever possible, and across several positions or points in time. For metal powders, standardised or at least recognised sampling procedures are authoritative for this.
The sample mass must be large enough to represent the natural particle scatter meaningfully; samples that are too small otherwise lead to apparently poor mixing quality, although the problem lies in the sampling.
4. Secure the scale-up experimentally
A direct jump from laboratory scale into production is risky. What makes practical sense is a pilot or pilot-plant stage, in which the scaling parameters are verified and mixing time, rotational speed, order of dosing and temperature control are adjusted.
In doing so, it is not only the mixing quality at the mixer outlet that should be assessed, but also the behaviour in downstream steps such as conveying, storing and filling. It is precisely there that segregation effects frequently arise which are not yet visible in the laboratory trial.
5. Control segregation and temperature
As the scale grows, the risk of segregation increases, above all with large differences in density, particle size or flow properties. Transport, discharge and intermediate storage must therefore be designed so that the homogeneity achieved in the mixer is not lost again.
With temperature- or binder-sensitive mixtures, the heat input should also be monitored. Excessive energy input can cause agglomeration or altered flow properties and thereby impair reproducibility.
6. Include the final product properties in the assessment
A successful scale-up is to be demonstrated not only through the powder mixture itself, but also through the downstream properties of the green mix and of the final components. These include flow behaviour, bulk and tapped density, green strength, density distribution and the reproducibility of the sintering or component properties.
Only when these characteristics remain comparable across laboratory, pilot and production scale is the scale-up genuinely secured in process engineering terms.
Core statement
A low-loss scale-up in powder metallurgy is achieved not through mere enlargement of volume, but through the combination of the same mixing principle, transferable process characteristic values, representative sampling, experimental piloting and control of segregation and temperature.
How amixon® solves scale-up in powder metallurgy without impairing mixing quality
There is geometric and kinematic similarity across all sizes
- The core of the amixon® approach: laboratory, pilot-plant and production mixers work with the same mixing principle. The SinConvex® helical ribbon mixing tool conveys the mix upwards at the periphery and allows it to flow downwards in the centre, following gravity. This creates a three-dimensional total flow which has the same characteristics irrespective of the size.
- Scaling takes place via the circumferential speed (not via the rotational speed): amixon® mixers are operated across all sizes within the same window of approximately 0.8 to 3.5 m/s, generally at low speed. This preserves the throw pattern, the mechanical stress on particles and Froude similarity between the scales.
- Mixing quality is independent of the fill level. The highest mixing qualities are achieved even at a low fill level of approximately 10 %. A wide variety of batch sizes can therefore be mixed in the same production mixer without homogeneity having to be revalidated, a decisive advantage over systems with a narrow operating window.
This has also proven itself with metal powders and ceramic derivatives
- In powder metallurgy, amixon® twin-shaft mixers (type HM) homogenise, for example, powders of iron, chromium, copper, magnesium, silicon and carbon with bulk densities of around 4 kg/dm³ and particle sizes from 0.02 to 100 µm. Reference plants extend up to size HM 16000 with a batch volume of 16 m³.
- The critical task of distributing pressing aids such as stearic acid or zinc stearate homogeneously, whose bulk density is often less than one twentieth of the metal powder bulk density, is solved by the chamber-controlling mixing tool with minimal energy input and without segregation.
- Wear-resistant materials such as Hardox or ceramic armouring are available for abrasive metal powders. All mixing chambers are designed for ATEX Zone 20, which is relevant for fine, ignitable dusts.
A continuous size range instead of jumps in scale
- On request, amixon® manufactures the mixer sizes in 100-litre increments from 100 to 50,000 litres (VM, HM). The step from the validated trial scale to the production size can therefore be chosen as finely as desired, since there is no forced jump to the "next catalogue size".
- For very large batches, the Gyraton® silo mixer (type GM) with a volume of 10 to approximately 100 m³ in 1 m³ increments is used. It enables precise and gentle mixing with minimal drive power. It is used among other things for stabilisers, thickeners, ores, metal grit, metal powders and battery materials.
Validation in the pilot plant before the investment
- amixon® places particular value on piloting in its own pilot plant: mixing trials with the original powder, including pressing-aid distribution, sampling and assessment of mixing quality, take place in company-owned pilot plants in Germany, Japan, India, Thailand, China, South Korea and the USA. The parameters determined there (circumferential speed, mixing time, fill level) can be transferred directly to the production machine, since the mixing system is identical.
- The result is a geometrically secured transfer instead of a risk-laden extrapolation. The mixing quality demonstrated in the laboratory therefore also represents, at production scale, the technically ideal random mixture, which cannot be improved further in practice.