TAGS: Science-based Formulation
A proof of concept has been developed at VLCI – Amsterdam to showcase the process of surfactant selection via the HLD theory for emulsion polymerization. This approach, that has already been proved in the fields of personal care, household and EOR, allows a practical and fast selection of the right surfactants for the development of (micro-)emulsions.
The HLD (Hydrophilic Lipophilic Difference) theory is used to make profound predictions about:
- The type of emulsion (o/w or w/o)
- Efficiency of a surfactant in a defined emulsion system
The most
effective surfactant to reach the desired type of (micro-) emulsion can be selected based upon its intrinsic parameter (Cc) and takes the following emulsion parameters into account:
- Oil
- Monomer or polymer number (EACN)
- Temperature
- Salinity, and
- Co-solvents
This article will help you understand the
practical application of HLD for emulsion polymerization. But before that, let's see how bio-based surfactants are selected.
Selection of Bio-based Surfactants: How is it done in the industry?
Commonly Used Methods: “Trial and Error” and HLB
The “trial and error” approach is still the most common method. In this method, varieties of surfactants are screened at different concentrations without making any prediction. This is obviously
time-consuming. HLB values are sometimes given for surfactants, but these values are mainly applicable for EO-based surfactants, and do not give good practical guidance. Furthermore, for bio-based surfactants, the
HLB approach is usually not applicable.
New Approach: HLD
HLD is recognized as a powerful and reliable method for effective surfactant selection and formulation of emulsions in various fields. Although little relevant literature on the subject is present, it has also been proven suitable for
emulsion polymerization1. Although, there is currently little relevant literature on the subject is present.
The ‘HLD’ is an expression of the change in chemical potential of a surfactant molecule (
µsw - µso) when it is transferred from the
oil phase into the
aqueous phase. HLD shifts between negative, neutral and positive values are marked by transitions between emulsions:
The general HLD equation is:
HLD = F(S) - k.EACN - α.∆T + Cc + F(A)
- F(S) is a function of salinity: as S increases, so does HLD. For non-ionics F(S) = b*S, and for ionics F(S) = ln(S).
- EACN is the number of carbon atoms in the linear alkane with equivalent behavior to the oil. As EACN and lipophilicity increase, HLD decreases.
- The value of the coefficient k depends on the type of surfactant used, with the standard value being k=0.17.
- The effect of the temperature difference with the reference value of 25°C is characterized by the coefficient α. Its value is dependent on the type of surfactant used, such as:
- +0.01 for ionics
- -0.06 for ethoxylates
- 0 for APGs, etc...
- The Cc value is the characteristic curvature of the surfactant.
- Finally, F(A) is a contribution of a co-surfactant or alcohol, that may depend on its nature and concentration.
When
HLD = 0, the
thermodynamically stable state is reached, and all parameters are
balanced. This results in a micro-emulsion. From there, slightly negative or positive values of HLD give respectively types I (o/w) or types II (w/o), emulsions that are typically formulated.
The beauty of this approach relies on its
versatility. All kinds of oils,
monomers and
polymers can be
characterized with an EACN, as well as
surfactants with Cc values. This allows for accurate ingredient matching, resulting in more stable emulsions.
Once the EACN value of an oil is known, the required Cc value is calculated from the equation to formulate the required emulsion. It is also applicable to blends; the resulting EACN or Cc being the sum of each EACN or Cc multiplied by their respective molar fraction.
Databases of EACN and Cc values already exist in order
to properly select suitable surfactants2,3, but they are still very limited. There is therefore a need to extend this to more oils and surfactants. It would be great if the suppliers provide these parameters as well.
Why is HLD effective for emulsion polymerization?
By ensuring that the HLD is slightly lower than 0 (type I, o/w), the maximum amount of surfactant molecules are present at the
monomer droplets interface. That too, with the minimum added surfactant. Therefore, the surfactant is used at its utmost efficiency. The required Cc is calculated by implementing the following variables in the HLD equation:
- Composition of the monomer phase
- Salinity
- Presence of co-solvent, and
- Temperature profile of the reaction
The emulsion stability is a major concern when performing emulsion polymerizations. Oil separation, coalescence of the droplets and Ostwald ripening all affect the final product by creating:
- Agglomerates
- Monomer residues, or
- Undesired polymerization grade
When the surfactant (or blend of surfactants) is selected to reach the required Cc value, the emulsion is stable and can be prepared with the lowest energy input. Therefore, it’s very
effective approach for emulsion polymerization!
High Throughput Preparations
The co-polymerization of a well-known system of
Butyl Acrylate (BA) and
Vinyl Acetate (VA) (
30:70) is chosen to illustrate the surfactant selection via HLD for emulsion polymerization. HLD scans are performed in accordance with the
theory to characterize both monomers and surfactants, rationalizing the surfactant selection.
In order to speed up the HLD characterization of these compounds,
the High Throughput FORMAX is used. This automatically prepares a large number of samples, in parallel and on small scale. Likewise, the emulsion polymerization reactions are carried out with the FORMAX HT platform in an
automated and parallel way.
HLD Scans for the Determination of EACN and Cc Parameters
The scans are performed on both monomers and surfactants. They are used as the
only unknown species in an oil/water/surfactant system whose HLD parameters are known. Several samples of such a system are prepared by
modifying only one of the parameters of the HLD equation (typically the salinity or the temperature) in a controlled way. This is done in order to cover the different emulsions types (I, II and III).
o/w (Type I, HLD < 0) → w/o (Type II, HLD > 0), via Type III (HLD ≈ 0) gives the point where HLD = 0
The HLD parameter of the unknown species can then be calculated by filling all the other parameters in the HLD equation. The samples are deliberately prepared in such a way that phase separation is obtained
quickly, in order to easily visualize the different emulsion types.
Calculating EACN of Monomer Blends
Here, the 2 monomers are characterized separately. Once the EACN values are obtained for these 2 building blocks, the EACN of any monomer blend can be calculated. The scans are made with a surfactant whose
Cc is known in a 50:50 (vol) blend of salted water and monomer, the only unknown component.
The picture below displays the scans for EACN’s determination of butyl acrylate (BA), with the phase transitions highlighted:
Determining EACN of butyl acrylate
These scans lead to
EACNBA = -1.9±0.2
The picture below displays the scans for EACN’s determination of vinyl acetate (VA), with the phase transitions highlighted:
Determining EACN of vinyl acetate
These scans lead to
EACNVA = -1.7±0.3
In this case, the polymerization is based on
30:70 - BA:VA blend. The calculation for the EACN of the monomer blend is given below:
Component
|
wi (wt%)
|
xi (mol%)
|
EACN
|
Butyl Acrylate
|
30%
|
22%
|
-1.9
|
Vinyl Acetate
|
70%
|
78%
|
-1.7
|
Calculation for the EACN of the monomer blend
Knowing that
EACN = Σxi . EACNi, this leads to
EACNblend = -1.7
Applying the HLD Equation for Surfactant Selection
The HLD value to emulsify the 30:70 BA:VA blend should be slightly lower than 0, because it:
- Ensures a very stable type I (o/w) pre-emulsion (monomers and surfactants emulsified in an aqueous phase)
- Offers a narrower particle size distribution, and
- Lowers emulsification energy requirement
HLD = F(S) - k.EACN - α.∆T + Cc
Knowing that the polymerization reaction is performed at zero salinity, the HLD equation indicates that the surfactant should have a Cc close to -0.6 (for a 50:50 (vol) blend of monomers:water, at 25°C). Then the
modelling tool4 gives an estimated Cc value close to
-0.2 for a
65:35 - monomers:water pre-emulsion blend.
Lauryl Glucoside is selected from
VLCI database as it exhibits the following advantages:
- It has Cc ≈ -0.2 which is, within the required range of Cc values
- It is Bio-based
- Also, it is APG surfactant. That is, the parameter α=0, meaning that the temperature has no influence on the type of emulsion. This is a great advantage as the reaction takes place at 75°C while the pre-emulsion is being prepared at room temperature
Emulsion Polymerization & Performance of HLD Predicted Surfactant
The performance of lauryl glucoside (LG) is evaluated against sodium nonylphenol ether sulfate 10 EO (NPES). It is a known surfactant for emulsion polymerization. The experiment was performed at different concentrations, with
oleyl cetyl ethoxylate 25 EO (OC25) used as a
co-surfactant.
Pre-Emulsions Stability
This time-lapse video shows the
stability test over 1 hour for the different samples.
Samples on Left-Hand Side:
- NPES - 2%
- NPES - 1%
- NPES - 0.5%
- NPES - 0.25%
|
Samples on Right-Hand Side:
- LG - 2%
- LG - 1%
- LG - 0.5%
- LG - 0.25%
|
Reaction Process
The reaction is performed by
continuous addition of the pre-emulsion into the
initial reactor charge, which contains the initiator (
potassium persulfate). The reaction steps and temperature profile are displayed on the diagram below:
Emulsion Polymerization Process
The resulting polymer dispersions are evaluated according to the following criteria:
- Presence of agglomerates or sediment in the polymer dispersion
- Solid or gelled residues in the reactors
- Dry film properties, such as:
- Gloss
- Hardness
- Water resistance (150 microns wet film thickness)
These simple evaluations can validate the surfactant selection before committing to deeper analytical determinations, like:
- Particle size distribution
- Molecular weight, and
- Grade of ramification
Results
None of the reactions produces significant residues in the reactors. Also, none of the produced dispersions contain
agglomerates or sediments. The picture below displays the different emulsions together with their respective film properties.
Different Emulsions with Their Respective Film Forming Properties
The replacement of
NPES by lauryl glucoside in the emulsion polymerization of 30:70 - BA:VA leads to stable polymer dispersions. Also, the corresponding films give
higher hardness and better water resistance, while reducing the need for a co-surfactant.
Conclusion
Monomers can be characterized as well as novel and complex surfactants. This allows
green chemical specialties to be selected in a more
predictive fashion. This R&D strategy saves time and money by:
- Improving the stability, and
- Reducing surfactant usage and energy input
Through this example, it was shown that the HLD approach can be
practically and efficiently applied to surfactant selection for
emulsion polymerization. Therefore, extension of existing databases with HLD parameters would support the work of formulators to select
surfactants for emulsions. Also, polymer dispersions and should be seriously considered as an addition or an alternative to conventional development approaches.
Find Suitable Surfactants for Your R&D