Chapter 4 High-Throughput Emulsification
4.3 Initial Experimental
4.3.3 Initial Design
4.3.3.1 Factors
When formulating an emulsion, there are a wide range of formulation and process
variables available and the Formax is designed to allow a systematic exploration of
them. As a result initial trials were designed in which a number of the potentially
variable factors were kept constant. The factors chosen to remain constant consisted
of:
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fold as discussed previously. The scrapers prevent viscous fluid from
sticking to the sides of the reaction vessel and improve the heat transfer so
that temperature can be controlled more accurately (when rotating they do so
in an opposite direction to the impeller) as well as preventing the entrainment
of air. The separate motor can drive them within the range of 20rpm to
200rpm.
The total volume of reagents within each reaction vessel was kept constant at 60mL. This value was chosen, partly because is it recommended by
Chemspeed not to exceed this value when operating at the greatest impeller
speeds, and partly because preliminary trials indicated that some foaming
can be expected and some free space was required to prevent the reaction
vessel from overflowing.
The temperature of each reaction vessel and its contents was kept at a constant 25°C using a combination of a heater/chiller unit and a livetime
feedback system. If the temperature dropped below the required value, warm
oil was circulated around the vessel to raise the temperature appropriately,
should the temperature exceed the required value coolant was circulated
around the vessel to lower the temperature until the target value was reached. At the start of addition of the reagents the impeller was set initially at
200rpm. The slowest impeller rotation speed is 100rpm but the current
required to turn at this speed continuously is so small that the rotor speed
fluctuates around the target value. As a result an impeller speed of 200rpm
was chosen as this could be maintained consistently.
The surfactant is added first to the reaction vessel and then the water is added. The reagents are mixed for a minimum of 10 minutes to ensure the
119 surfactant is evenly distributed throughout the water phase. In its
concentrated form SLES is very thick and exists as a lamella phase
surfactant. Upon dilution the lamella phase forms a hexagonal phase which is
considerably more difficult to disperse. At concentrations below about 25%
(by volume) the hexagonal phase reverts to a lamella phase again which is
relatively easy to disperse. As a consequence it is essential to allow
sufficient mixing time to fully disperse the SLES. Once the SLES was fully
dispersed to form a dilute surfactant solution the oil was added to the vessel. Once all reagents were in the reactor vessel, then the impeller would begin
rotating at the required speed.
The vessel contents were mixed for 80 minutes. Droplet size reduction during emulsification is typically very rapid initially, but the rate tends to
drop with time eventually approaching a steady state. In practice droplet size
continues to reduce but the rate is so slow that it has effectively reached
steady state.
Once mixing was completed the contents of the vessel was decanted into a sample bottle
Particle sizing was done using a Malvern Mastersizer X as described in section 2.6.
4.3.3.2 Variables
The impact of altering the following factors was investigated:
Oil viscosity – three different viscosities of silicone oil were used in order to observe whether the Formax was capable of dealing with all of them. The
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The phase volume of oil within the emulsion ranging from 5 – 60%. The phase volume of surfactant ranged from 0.25 – 8%. The highest
surfactant percentage of 8% ensures that at the lowest volume of water, the
concentration would not exceed 25% in the water and thus would avoid the
hexagonal phase.
A range of impeller speeds; 1000rpm, 2000rpm, 4000rpm & 6000rpm. It would have been ideal to continue increasing the impeller speed
logarithmically, however, the impellers within the formulation vessels are
limited to a speed of 6000rpm.
Impeller type; rotor-stator & dissolver disk impeller.
4.3.3.3 Design of Experiments
After deciding upon which factors were to be varied and which were to be kept
constant, the information was placed in the appropriate fields within MODDE –
Design of Experiments software. Trials were selected using a minimised D-
efficiency value to ensure that residuals were even across the experimental space.
The software suggested a list of 22 experiments for each impeller. This method is
known as screening as it allows the researcher to ascertain which factors generate the
greatest response by taking every combination of highest and lowest variable and
generating a matrix of experiments, along with three centre points consisting of
experiments with the middle value for each variable used.
4.3.3.4 Particle Sizing
Once formulated the emulsions were analysed using a Malvern Mastersizer X with a
45mm lens with the focus of the results produced being primarily the D[3,2] value
121 To analyse samples using the Mastersizer, the sample is added to a small volume
dispersion unit and the red light is scattered by the particles and droplets within the
sample onto the detectors and this then calculates the size of them, as discussed in
section 2.6.
The presentation code interprets the readings that are received by the detector
dependent on the fluid being analysed. It interprets the data appropriately and
produces a result of what the size of the sample is based on the refractive index (RI)
of the sample and the location on which the detector was hit with the laser light.
When analysing the samples using the Mastersizer X the presentation code used
consisted of a refractive index of 1.403 (RI of silicone oil), absorption of 0.001
(translucent) and as the samples being made were polydispersed oil droplets in water
the refractive index of water made up the last part of the presentation code; 1.330.