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320 Macromol. Rapid Commun. 2003, 24, 320–324<br />

Communication: The application <strong>of</strong> automated parallel<br />

synthesizer robots for the investigation <strong>of</strong> polymerization<br />

processes is <strong>of</strong> major interest at present. In this contribution<br />

we describe the application <strong>of</strong> the emulsion polymerization<br />

<strong>of</strong> styrene <strong>and</strong> vinyl acetate. The preparations <strong>of</strong> emulsions<br />

<strong>and</strong> latexes were investigated in detail <strong>and</strong> compared to<br />

‘‘conventional’’ stirred tank reactors. In particular the influence<br />

<strong>of</strong> the vortex mixing as well as the limitations<br />

regarding solid content <strong>and</strong> reactor fouling are addressed.<br />

<strong>Potentials</strong> <strong>and</strong> <strong>Limitations</strong> <strong>of</strong> <strong>Automated</strong> <strong>Parallel</strong><br />

<strong>Emulsion</strong> Polymerization a<br />

Dirk-Jan Voorn, 1 Martin W. M. Fijten, 2 Jan Meuldijk, 1 Ulrich S. Schubert,* 2 Alex M. van Herk* 1<br />

1 Laboratory <strong>of</strong> Polymer Chemistry, Eindhoven University <strong>of</strong> Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherl<strong>and</strong>s<br />

E-mail: a.m.v.herk@tue.nl<br />

2 Laboratory <strong>of</strong> Macromolecular Chemistry <strong>and</strong> Nanoscience, Eindhoven University <strong>of</strong> Technology <strong>and</strong> Dutch Polymer Institute<br />

(DPI), P.O. Box 513, 5600 MB Eindhoven, The Netherl<strong>and</strong>s<br />

E-mail: u.s.schubert@tue.nl<br />

Keywords: automated synthesis; emulsion polymerization; high-throughput experimentation; parallel chemistry; polystyrene;<br />

poly(vinyl acetate)<br />

Introduction<br />

The development <strong>of</strong> combinatorial <strong>and</strong> high-throughput<br />

methods has created a new tool for accelerated processes<br />

within synthetic organic <strong>and</strong> pharmaceutical research in the<br />

last decade. [1–5] In the beginning, combinatorial libraries<br />

<strong>of</strong> short peptides have been build in vast quantities by<br />

Houghton et al. [6,7] Recently, parallel synthesis has also<br />

become a more common place within catalyst <strong>and</strong> material<br />

research. [8] In addition, fast screening techniques have<br />

been applied in the fields <strong>of</strong> catalysis [9–12] <strong>and</strong> polymer<br />

research. [13] It is well-known that many parameters in<br />

polymerization processes, such as monomer conversion,<br />

catalyst, initiator <strong>and</strong> temperature have a significant in-<br />

a<br />

: Supporting information (including the Experimental Part) for<br />

this article is available on the journal’s homepage under<br />

www.mrc-journal.de or from the author.<br />

fluence on both the polymerization process <strong>and</strong> the<br />

products. The rapid parallel synthesis approach widens<br />

the number <strong>of</strong> parameters that can be varied [14] <strong>and</strong> enables<br />

the combination <strong>of</strong> screening <strong>and</strong> robotic synthesis to<br />

develop novel materials <strong>and</strong> process conditions.<br />

Several different kinds <strong>of</strong> polymerization reactions have<br />

been successfully conducted recently by using automated<br />

parallel synthesis: condensation polymerization, [15] suspension<br />

polymerization, [16,17] ring-opening polymerization,<br />

[18,19] conventional free-radical polymerization, [20]<br />

<strong>and</strong> controlled radical polymerization (NMRP, [21]<br />

ATRP [22–25] <strong>and</strong> RAFT [26] ). To the best <strong>of</strong> our knowledge,<br />

application <strong>of</strong> automated parallel methods in emulsion<br />

polymerization has not been reported so far. <strong>Emulsion</strong><br />

polymerization is a free-radical polymerization process,<br />

which involves the emulsification <strong>of</strong> monomers in a<br />

continuous aqueous phase <strong>and</strong> stabilization <strong>of</strong> the initial<br />

droplets <strong>and</strong> final latex particles by a surfactant. Surfactants<br />

Macromol. Rapid Commun. 2003, 24, No. 4 ß WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim, 2003 1022-1336/2003/0403–320$17.50þ.50/0


<strong>Potentials</strong> <strong>and</strong> <strong>Limitations</strong> <strong>of</strong> <strong>Automated</strong> <strong>Parallel</strong> <strong>Emulsion</strong> Polymerization 321<br />

have a large influence on the latex product properties, e.g.<br />

particle size distribution, molecular weight <strong>and</strong> rheological<br />

properties. Traditionally, latex products can be prepared in<br />

different types <strong>of</strong> reactors. [27] Stirred tank reactors are<br />

generally preferred, in particular for semi-batch operations.<br />

[28] Optimization <strong>of</strong> emulsion polymerization conditions<br />

are <strong>of</strong>ten very time-consuming (e.g., type <strong>of</strong> surfactant<br />

<strong>and</strong> concentration). In order to investigate potential<br />

applications <strong>of</strong> combinatorial <strong>and</strong> high-throughput chemistry<br />

in emulsion polymerization, automated emulsion<br />

polymerizations in five parallel reactors utilizing welldefined<br />

systems <strong>of</strong> styrene <strong>and</strong> vinyl acetate were chosen.<br />

For the first model experiments described here the potential<br />

<strong>of</strong> the robot system has not been fully explored <strong>and</strong><br />

characterization was restricted to classical methods, i.e. not<br />

optimized for HTE purposes yet.<br />

Results <strong>and</strong> Discussion<br />

<strong>Parallel</strong> emulsion polymerizations <strong>of</strong> Sty <strong>and</strong> VAc were<br />

performed in a Chemspeed ASW2000, comprising up to 80<br />

reactors <strong>of</strong> 13 mL <strong>and</strong> allowing fully automated sampling.<br />

For the present model study only five parallel reactions<br />

were chosen in order to evaluate general applicability.<br />

Therefore, also sampling, work-up <strong>and</strong> characterization<br />

procedures have not been optimized, but classical methods<br />

<strong>and</strong> techniques were used. Due to the many different variables<br />

in emulsion polymerizations, automated fast screening<br />

can provide a less time-consuming approach. First <strong>of</strong><br />

all, however, it must be clearly demonstrated whether the<br />

automated synthesizer provides reproducible results that<br />

are comparable with those <strong>of</strong> conventional experiments.<br />

Stirring is a prerequisite to keep the monomer emulsified, at<br />

least in stage 1 <strong>and</strong> 2 <strong>of</strong> an emulsion polymerization. The<br />

quality <strong>of</strong> emulsification is directly related to the final latex<br />

properties in terms <strong>of</strong> particle concentration, particle size<br />

distribution <strong>and</strong>, to a lesser extent, molecular mass distribution.<br />

Traditionally, emulsification is obtained by mechanical<br />

agitation <strong>of</strong> two or more liquids present in the system.<br />

In contrast to that, the automated synthesizer utilizes vortex<br />

stirring (0 to 1400 rpm). In order to successfully apply the<br />

robot, the two agitation methods have to produce more or<br />

less identical emulsions <strong>and</strong> latex products. Emulsification<br />

can be determined by means <strong>of</strong> visual observation <strong>of</strong> the<br />

lowest impeller speed required for sufficient emulsification<br />

N vis * , defined by Skell<strong>and</strong> <strong>and</strong> Seksaria. [29] Kemmere<br />

et al. [30] empirically determined this stirring speed for Sty<br />

<strong>and</strong> VAc batch emulsion polymerizations with conventional<br />

pitched blade impellers. To the best <strong>of</strong> our knowledge,<br />

however, nothing is published on emulsification by<br />

means <strong>of</strong> vortex stirring. Therefore, emulsification using<br />

the automated synthesizer has been visually inspected<br />

utilizing CDX2 for coloring the organic phase. The results<br />

revealed the existence <strong>of</strong> both a lower <strong>and</strong> an upper critical<br />

vortexing speed. Application <strong>of</strong> baffles in the reaction<br />

vessels did not provide a more efficient stirring; hence no<br />

baffles were used in the polymerization reactions. Visual<br />

experiments revealed an N vis * <strong>of</strong> approximately 360 rpm <strong>and</strong><br />

an upper limit <strong>of</strong> 400 rpm for the emulsification <strong>of</strong> Sty <strong>and</strong><br />

VAc in the 75 mL reactors. An increase in monomer weight<br />

fraction for both VAc <strong>and</strong> Sty from 0.25 to 0.50 only slightly<br />

influenced N vis * . In addition, different sizes <strong>of</strong> reaction<br />

vessels were investigated. Decreasing the vessel volume<br />

required higher vortexing speeds for complete emulsification.<br />

For the 27 mL vessels, an N vis * <strong>of</strong> 550 rpm has been<br />

found <strong>and</strong> 650 rpm for the 13 mL vessels. The emulsification<br />

experiments also indicated differences <strong>of</strong> the lateral<br />

position <strong>of</strong> the vessels. Apparently, emulsification is<br />

significantly more efficient when the vessels are placed in<br />

the center <strong>of</strong> the reaction block. However, further investigations<br />

are required in order to explain this phenomenon.<br />

<strong>Emulsion</strong> Polymerization <strong>of</strong> Styrene<br />

In the next set <strong>of</strong> experiments, batch polymerizations<br />

have been performed in a conventional stirred tank reactor<br />

(400 mL) <strong>and</strong> 75 mL reaction vessels <strong>of</strong> the automated<br />

synthesizer. The recipes used in this study are collected in<br />

Table 1. Comparing the reaction courses revealed almost<br />

identical conversion/time histories for both conventional<br />

<strong>and</strong> automated systems (Figure 1). However, it should be<br />

noted that an induction period <strong>of</strong> about 15 min was found<br />

for the automated reactions. b At present we do not have an<br />

explanation for the fact. In Figure 1, corrected reaction<br />

times for the conventional experiment were used.<br />

Corresponding particle sizes as a function <strong>of</strong> reaction<br />

time are depicted in Figure 2. The particle size distributions<br />

were measured with TEM <strong>and</strong> dynamic light scattering<br />

(DLS). All the latex products revealed corresponding<br />

particle sizes <strong>and</strong> distributions, indicating that in both<br />

approaches comparable latex particles were produced<br />

Table 1. <strong>Emulsion</strong> polymerization recipes for styrene <strong>and</strong> vinyl<br />

acetate in weight percentages (SDS: sodium dodecyl sulfate, SPS:<br />

sodium sulfate, SC: sodium carbonate, NDM: dodecyl<br />

mercaptane).<br />

Ingredient Recipe 1 Recipe 2 Recipe 3 Recipe 4<br />

water 78.79 78.93 78.69 78.88<br />

styrene 20.0 19.73 – –<br />

vinyl acetate – – 20.09 19.73<br />

SDS 1.17 0.71 1.18 0.71<br />

SPS 0.02 0.25 0.02 0.31<br />

SC 0.02 0.02 0.02 0.02<br />

NDM – 0.36 – 0.35<br />

stirring speed a) [rpm] 306 307 305 306<br />

a) Stirring speed for impeller-mixed polymerization.<br />

b Similar results were obtained from automated parallel ATRP<br />

experiments in solution using the same robot system. [24,25]


322 D.-J. Voorn, M. W. M. Fijten, J. Meuldijk, U. S. Schubert, A. M. van Herk<br />

Figure 1. Conversion/time history for ab-initio emulsion polymerization<br />

with different styrene to water ratios in the conventional<br />

<strong>and</strong> the automated synthesizer (AS) reactors. Conventional<br />

(), AS366 25 wt.-% (}), AS366 30 wt.-% (*), AS366 35 wt.-%<br />

(~), AS366 50 wt.-% (*).<br />

(Figure 3). For both reactor types, modest changes in<br />

emulsifier or initiator concentration resulted in particle<br />

sizes within the experimental error.<br />

The molecular weight <strong>of</strong> the final products for the<br />

emulsion polymerization <strong>of</strong> 25 wt.-% Sty are provided in<br />

Table 2. Experiments conducted without CTA resulted in<br />

rather high molecular weights. The molecular weights<br />

obtained for all polymers are identical within the experimental<br />

error. Increasing the initiator concentration <strong>and</strong><br />

adding CTA (NDM) revealed that, apparently, the CTA is<br />

less effective for the small reactors in comparison to the<br />

conventional reactor. Moreover, a longer tail in the lowmolecular-weight<br />

region was observed for the polymers<br />

produced in the automated synthesizer, resulting in an<br />

increase in polydispersity from approximately 2 to around<br />

5. Lack <strong>of</strong> heat transfer or insufficient mixing resulting in<br />

concentration or temperature gradients may cause the<br />

resulting broad molecular weight distributions. [31]<br />

Sequential emulsion polymerization reactions on a<br />

27 mL <strong>and</strong> 13 mL scale were also conducted <strong>and</strong> workedup<br />

simultaneously. A solid content <strong>of</strong> 25 wt.-% Sty resulted<br />

in the formation <strong>of</strong> polySty latexes. Particle size<br />

distributions obtained from conventional <strong>and</strong> parallel<br />

polymerization are reported in Table 3, demonstrating the<br />

reproducibility <strong>of</strong> the sizes with different vessel volumes.<br />

Molecular weights <strong>of</strong> the latexes were slightly influenced<br />

by decreasing the reactor size. The data obtained so far,<br />

however, shows clearly the comparability <strong>of</strong> emulsion<br />

polymerization carried out in 75 mL reactors <strong>and</strong> using the<br />

conventional set-up.<br />

<strong>Emulsion</strong> Polymerization <strong>of</strong> Vinyl Acetate<br />

As a second monomer VAc was utilized (for polymerization<br />

recipes, cf. Table 1). This monomer is more polar <strong>and</strong> hence<br />

more water-soluble than any <strong>of</strong> the other common monomers<br />

whose polymers are insoluble in water. The main<br />

feature <strong>of</strong> VAc emulsion polymerizations is clearly demonstrated<br />

in Figure 4, i.e., the reaction pathway for both<br />

conventional <strong>and</strong> 75 mL reactors is the same. Particle sizes<br />

for both reactions are identical. Increasing the monomer<br />

concentration did not result in a drastic change in particle<br />

size <strong>and</strong> molecular weight. It should also be noted that no<br />

coagulum formation could be observed for polyVAc<br />

synthesis. In Table 4 the characteristics <strong>of</strong> the emulsion<br />

polymers are collected. The VAc experiments conducted<br />

with the automated synthesizer showed an increase in the<br />

low-molecular-weight fraction when CTA was added.<br />

Figure 2. Ab-initio emulsion polymerization with different<br />

styrene to water ratios: particle diameter as a function <strong>of</strong> time,<br />

conventional (*), AS366 25 wt.-% (~), AS366 30 wt.-% ().<br />

Fouling <strong>of</strong> the Reactor<br />

Reactor fouling <strong>of</strong>ten occurs in emulsion polymerization, in<br />

particular with high solid contents at higher conversion.<br />

The gas/liquid interface can be a source <strong>of</strong> coagulum<br />

formation. [32] With the conventional reactor set-up no<br />

significant coagulum formation in the latex, on the Teflon<br />

stirrer or on the reactor wall could be observed. Polymer<br />

build-up within the 75 mL vessels was present at the top <strong>of</strong><br />

the reaction vessel. Decreasing the scale <strong>of</strong> the polymerization<br />

(i.e. reactor size) <strong>and</strong> vortex mixing increased the<br />

specific gas/liquid surface area, <strong>and</strong>, therefore, a larger<br />

build-up <strong>of</strong> polymer was observed. Addition <strong>of</strong> surfactant<br />

to the recipe in order to increase the stability <strong>of</strong> the<br />

latex resulted in less polymer build-up. However, further<br />

investigation is required for a more detailed underst<strong>and</strong>ing.


<strong>Potentials</strong> <strong>and</strong> <strong>Limitations</strong> <strong>of</strong> <strong>Automated</strong> <strong>Parallel</strong> <strong>Emulsion</strong> Polymerization 323<br />

Figure 3. Transmission electron microscopy images <strong>of</strong> polystyrene emulsion polymers:<br />

(a) conventional 25 wt.-%, (b) automated synthesizer (366 rpm) 25 wt.-%.<br />

Table 2.<br />

Molecular weight <strong>of</strong> the obtained polymer products.<br />

Experiment N C CTA C I 10 2 M w 10 6 M n 10 6 M w /M n<br />

rpm wt.-% kmol dm 3 g mol<br />

Exp1 conventional 306 – 0.17 2.39 1.69 1.5<br />

Exp2 automated synthesizer 366 – 0.15 2.26 1.14 1.9<br />

Exp3 automated synthesizer 400 – 0.52 1.76 0.55 3.2<br />

Exp4 conventional 307 1.08 0.73 0.38 0.09 4.18<br />

Exp5 automated synthesizer 366 1.02 0.73 1.7 0.76 2.25<br />

Exp6 automated synthesizer 366 1.80 1.3 0.72 0.15 4.6<br />

1<br />

g mol<br />

1<br />

Conclusions<br />

Combinatorial materials research represents a promising<br />

tool for product <strong>and</strong> process development. It was shown for<br />

the first time that an automated parallel synthesizer can be<br />

applied to emulsion polymerization utilizing industrially<br />

relevant polymer recipes. The preparation <strong>of</strong> Sty <strong>and</strong> VAc<br />

emulsions <strong>and</strong> latexes were investigated in detail concerning<br />

the comparability <strong>of</strong> the results to conventional stirred<br />

tank reactors. Visual emulsification experiments for the<br />

automated synthesizer utilizing vortex mixing revealed that<br />

the critical stirring speed has a lower <strong>and</strong> an upper limit.<br />

Vortexing speed must be higher for decreased reaction<br />

vessels sizes. Batch emulsion polymerizations <strong>of</strong> Sty <strong>and</strong><br />

VAc have successfully been carried out in a model study <strong>and</strong><br />

clearly illustrated that the automated approach represents a<br />

very promising tool for emulsion polymerizations opening<br />

new venues for fast <strong>and</strong> efficient research in this direction.<br />

However, a thorough investigation <strong>of</strong> the polymerization<br />

conditions for each recipe is required <strong>and</strong> the limitations for<br />

each case have to be investigated; e.g., in the case <strong>of</strong> Sty<br />

polymerization, only solid contents up to 30 wt.-% could be<br />

h<strong>and</strong>led in the automated synthesizer so far. For the present<br />

preliminary study only five polymerizations were performed<br />

in parallel, which can easily be exp<strong>and</strong>ed to 16 or 80<br />

parallel reactors (75 mL or 13 mL reactors, respectively).<br />

The determination <strong>of</strong> molecular weight <strong>and</strong> polydispersity<br />

index can be accelerated by utilizing online GPC (see, e.g.<br />

ref. [18] ), shorter columns or rapid GPC systems. [33] However,<br />

at the moment, the investigation <strong>of</strong> average particle<br />

size <strong>and</strong> particle size distribution including sample preparation<br />

presents the real bottleneck in the HTE emulsion<br />

Table 3. Particle-size distribution measured with TEM <strong>of</strong> polystyrene emulsion polymerizations (25 wt.-%) in the ‘‘conventional’’<br />

0.4 dm 3 reactor <strong>and</strong> the automated synthesizer (75, 27 <strong>and</strong> 13 mL reaction vessels).<br />

Experiment V D p,v < 10% 25% 50% 75% 90%<br />

ml nm nm nm nm nm nm<br />

Exp1 conventional 400 79 56 65 77 91 106<br />

Exp2 automated synthesizer 75 77 55 64 76 89 102<br />

Exp3 automated synthesizer 27 79 55 65 77 91 105<br />

Exp4 automated synthesizer 13 81 57 67 79 93 108


324 D.-J. Voorn, M. W. M. Fijten, J. Meuldijk, U. S. Schubert, A. M. van Herk<br />

Figure 4. Conversion/time history <strong>of</strong> vinyl acetate emulsion<br />

polymerization for the conventional <strong>and</strong> automated synthesizer<br />

polymerization (AS): conventional 25 wt.-% (~), AS366<br />

25 wt.-% (*).<br />

Table 4. Characteristics <strong>of</strong> poly(vinyl acetate) latexes produced<br />

in conventional reactor <strong>and</strong> automated synthesizer.<br />

Entry PVAc 1 PVAc 2 PVAc 1<br />

þ CTA<br />

PVAc 2<br />

þ CTA<br />

N i [rpm] 305 a) 366 b) 306 a) 366 b)<br />

X final 0.97 0.96 0.97 0.96<br />

M 0.25 0.25 0.45 0.45<br />

CE [kmol dm 3 w ] 0.05 0.05 0.3 0.3<br />

CI [kmol dm 3 w ] 0.005 0.005 0.01 0.01<br />

D p,v [nm] 68 72 65 67<br />

M w 10 6 [g mol<br />

] 1.4 1.5 0.9 0.8<br />

M n 10 6 [g mol<br />

] 0.4 0.7 0.17 0.2<br />

a) Stirring speed for turbine impeller.<br />

b) Stirring speed <strong>of</strong> automated synthesizer.<br />

approach. Different new routes, including parallelized<br />

sample preparation, automated AFM [34] <strong>and</strong> particle size<br />

analysis are currently explored.<br />

Acknowledgement: The authors would like to thank the<br />

Foundation <strong>Emulsion</strong> Polymerization (SEP), NWO <strong>and</strong> DPI for<br />

financial support as well as Chemspeed Ltd. for the excellent<br />

collaboration.<br />

Received: January 22, 2003<br />

Revised: February 19, 2003<br />

Accepted: February 21, 2003<br />

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