Brechtelsbauer - Workspace - Imperial College London
Brechtelsbauer - Workspace - Imperial College London
Brechtelsbauer - Workspace - Imperial College London
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Stirred Tank Scale-Up<br />
An (ex-) Practitioner’s View<br />
MemTide Process Development Course<br />
<strong>London</strong>, 23-24 February 2012<br />
Dr. Clemens <strong>Brechtelsbauer</strong><br />
Principal Teaching Fellow<br />
Department of Chemical Engineering<br />
<strong>Imperial</strong> <strong>College</strong> <strong>London</strong><br />
c.brechtelsbauer@imperial.ac.uk
Contents<br />
� Further Reading<br />
� The Design Environment<br />
� Manufacturing steps<br />
� Unit operations<br />
� The design base<br />
� Mixing<br />
� Vessels, impellers and baffles<br />
� Flow regimes<br />
� Power draw<br />
� Scale-Up<br />
� Similarity concept<br />
� Scale-up rules<br />
� Multiphase systems<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 2 Stirred Tank Scale-Up
Further Reading<br />
� Edward L. Paul, Victor A. Atiemo-Obeng, Suzanne M. Kresta (Eds.)<br />
Handbook of Industrial Mixing<br />
John Wiley & Sons, 2004<br />
� Ekato Ruehr- und Mischtechnik GmbH<br />
Ekato Handbook of Mixing Technology<br />
Ekato GmbH, 2000<br />
� John H. Atherton, Keith J. Carpenter<br />
Process Development: Physicochemical Concepts<br />
Oxford University Press, 1999<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 3 Stirred Tank Scale-Up
Steps in API/Fine Chem Manufacture<br />
Risk<br />
Scale<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 4 Stirred Tank Scale-Up
Reactions<br />
• Kinetics<br />
• Multi-<br />
phase<br />
Reaction<br />
Extraction<br />
Unit Operations<br />
Chemistry: Reactions and Separations Particle Forming Unit Operations<br />
Separations<br />
• Distillation<br />
• Extraction<br />
Environmental<br />
• Mass Balance<br />
• Recovery<br />
Distillation<br />
Crystallisation<br />
• Scale-up<br />
Crystallisation<br />
Isolation<br />
• Filtration<br />
• Centri-<br />
fuges<br />
Filtration<br />
Drying<br />
• Filter-<br />
Dryers<br />
Drying<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 5 Stirred Tank Scale-Up
The Nature of the Beast<br />
Process = Chemistry + Equipment Physics<br />
Or<br />
“chemical rate constants are scale independent,<br />
whereas physical parameters are not”<br />
John H. Atherton<br />
Author of<br />
“Process Development: Physicochemical Concepts”<br />
Simply put:<br />
“Ye cannae change the<br />
laws of physics, Jim!”<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 6 Stirred Tank Scale-Up
H=T<br />
Standard Vessel Geometry<br />
D<br />
T<br />
B<br />
=<br />
T/10<br />
C=T/3<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 7 Stirred Tank Scale-Up
Ship’s Wheel vs. Cartwheel<br />
� Low shear<br />
� Good for solid suspension<br />
� High shear<br />
� Good for dispersions<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 8 Stirred Tank Scale-Up
D<br />
D<br />
V static � 1 % V nominal<br />
V stir, min � 5 % V nominal<br />
V dish � 7 % V nominal<br />
V mix, min � 30-40 % V nominal<br />
Beware of the Dork Side<br />
V(stir, min) / V(mix, min) [L]<br />
1200<br />
1000<br />
800<br />
600<br />
400<br />
200<br />
0<br />
Minimum Stir and Mixing Volumes<br />
0 500 1000 1500 2000 2500 3000<br />
Nominal vessel volume [L]<br />
“Minimum stirred volume”<br />
d o e s n o t m e a n<br />
“Minimum mixed volume”<br />
V stir min [L]<br />
V mix min [L]<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 9 Stirred Tank Scale-Up
Impeller Types<br />
� Radial flow impeller<br />
� Discharges liquid radially outwards<br />
towards vessel walls<br />
• Transitional & turbulent regime<br />
• Good for dispersing<br />
� Axial flow impeller<br />
� Discharges liquid axially towards base<br />
or liquid surface depending on<br />
rotation direction<br />
• Transitional & turbulent regime<br />
• Good for blending & suspending<br />
� Mixed flow impeller<br />
� Flow predominantly in axial direction<br />
with also a radial component<br />
• Transitional & turbulent regime<br />
• Good for blending, suspending &<br />
dispersing<br />
� Close clearance impeller<br />
� Ensures good motion near vessel walls<br />
• Laminar regime<br />
• Good for blending<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 10 Stirred Tank Scale-Up
Understanding the Force<br />
In a stirred vessel, the presence of baffles is essential to convert the vortexing motion of<br />
the impeller into top to bottom mixing.<br />
No baffles is worst. Partial baffling is better. Full baffling is best.<br />
� Baffles are needed to promote the flow pattern<br />
characteristic of the impeller type<br />
� 4 Baffles, typical width T/12 (US) or T/10 (EU)<br />
with wall gap to prevent solids build-up<br />
� Beavertail and finger baffles are often used in<br />
glass-lined vessels<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 11 Stirred Tank Scale-Up
Power Draw<br />
� The power drawn by an<br />
impeller is expressed through a<br />
power number equation:<br />
P = Po ρ N 3 D 5<br />
� Power number<br />
� Po, or Newton number, Ne<br />
� Depends on<br />
• Impeller type<br />
• Impeller and vessel<br />
dimensions<br />
• Properties of the phases<br />
present<br />
� Must be measured!<br />
DE/V<br />
E 1/V<br />
E 2/V<br />
A 1, v 1, h 1, p 1<br />
A 2, v 2, h 2, p 2<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 12 Stirred Tank Scale-Up
Flow Regimes<br />
� Different parts of a vessel can<br />
experience different flow conditions<br />
� Assess by Reynolds number<br />
2<br />
� N D Inertial Force<br />
Re � �<br />
� Frictional Force<br />
� The “power curve” Po vs Re can be used<br />
to evaluate the flow regime for the<br />
whole process<br />
� Laminar: Re < 10<br />
• Po � Re -1<br />
� Transitional: 10 < Re < 10 3<br />
• Po = f(Re)<br />
� Turbulent: Re > 10 3<br />
• Po = constant<br />
Ekato Handbook of Mixing<br />
Technology, p. 15<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 13 Stirred Tank Scale-Up
Geometric Similarity<br />
� A single scale ratio, s, defines the relative magnitude of all<br />
linear dimensions between the large and small scale:<br />
H 1<br />
D 1<br />
T 1<br />
C 1<br />
D<br />
D<br />
2 2 2<br />
s � � � �<br />
1<br />
T<br />
T<br />
1<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 14 Stirred Tank Scale-Up<br />
H<br />
H<br />
1<br />
C<br />
C<br />
2<br />
1<br />
H 2<br />
D 2<br />
T 2<br />
C 2
Kinematic & Dynamic Similarity<br />
� Kinematic Similarity<br />
� Velocities at<br />
geometrically similar<br />
positions remain<br />
constant<br />
• Constant tip speed<br />
• Constant superficial<br />
gas velocity<br />
• Constant maximum<br />
liquid velocity in<br />
impeller discharge<br />
� Dynamic Similarity<br />
� Ratio of forces<br />
(dimensionless groups)<br />
remain constant at<br />
different scales<br />
• Beware:<br />
– The relationship<br />
between process<br />
performance and the<br />
dimensionless group<br />
may not be linear!<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 15 Stirred Tank Scale-Up
Process Requirements<br />
� A process may be controlled by one or more of:<br />
� Liquid blending<br />
• reaction<br />
• homogenisation<br />
� Solid-liquid mixing<br />
• solid catalysed reaction<br />
• dispersion<br />
� Gas-liquid mixing<br />
• fermentation<br />
• hydrogenation<br />
� Dispersing immiscible liquid<br />
• reaction<br />
• emulsions<br />
� Heat transfer<br />
� Defining controlling duty is key to successful scale-up!<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 16 Stirred Tank Scale-Up
Scale-Up Rules<br />
� Geometrically similar vessels<br />
� Turbulent regime<br />
Process Rule Constant Parameter<br />
Liquid blending Equal tip speed N � D<br />
Solid suspension Zwietering N js � D 0.85<br />
Solid distribution Equal energy input P / V<br />
Gas-liquid Equal mass transfer P / V (= k La)<br />
Heat transfer Equal Re N � D 2<br />
Fast reactions Equal mixing time N<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 17 Stirred Tank Scale-Up
Scale-Up Decisions<br />
Scale-up experiments and modelling essential!<br />
(1) Constant Mixing Time<br />
(2) Constant P/V<br />
(3) Just suspension<br />
(4) Tip speed<br />
(5) Reynolds number<br />
Note:<br />
• Criteria are mutually exclusive<br />
• On scale-up, impeller speed<br />
goes down<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 18 Stirred Tank Scale-Up
� Mixing design by function<br />
� Principles<br />
Future Multi-Purpose Plants<br />
� Focused diversity by unit<br />
operation<br />
� Multi-flight agitation<br />
� Vessel types<br />
� A: Reactor with work-up<br />
� B: Reactor / crystalliser<br />
� C: Crystalliser<br />
� D: Reactor / hydrogenator<br />
� E: Hydrogenator<br />
� Physical properties determine<br />
process design envelope<br />
� Implemented at GSK<br />
A<br />
B C<br />
E<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 19 Stirred Tank Scale-Up<br />
D
Multiphase Systems Scale-Up<br />
Process Assessment<br />
Scale-down Study<br />
Continuous<br />
Improvement<br />
Plant Supplies Campaign<br />
Scale-up Projection<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 20 Stirred Tank Scale-Up
Process Assessment<br />
� Respiratory portfolio, final stage re-crystallisation<br />
� Important for process success:<br />
� Minimisation of variability on scale-up of “particle forming step”<br />
� Reproducible, narrow particle size distribution<br />
• Homogeneous growth conditions to promote particle uniformity<br />
• Low shear to prevent attrition<br />
� Initial hydro-dynamic simulation of flow profile by CFD for pilot and plant vessels<br />
1500 L Pilot Plant 4000 L Manufacturing<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 21 Stirred Tank Scale-Up
� To determine the effect of<br />
shear & suspension on<br />
particle size & distribution,<br />
which cannot be predicted<br />
through CFD<br />
� 2 L conical base lab reactor<br />
set up to scale-down<br />
manufacturing reactor<br />
Scale-Down Study<br />
� Effect of improved suspension:<br />
� No effect on particle size<br />
� Effect of shear:<br />
� No effect on particle size or<br />
distribution (PSD)<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 22 Stirred Tank Scale-Up
Scale-Up Projection<br />
� Just suspension speed determined experimentally for 2L lab reactor<br />
� CFD multi-phase<br />
simulation based on<br />
experimental stirrer<br />
speed:<br />
� Plant operating impeller speeds recommended to maintain<br />
homogeneous suspension<br />
� Stevenage pilot plant (1500 L): 60-70 RPM<br />
� prevent risk of settling<br />
� provide homogeneous growth conditions<br />
� verify negligible shear effect<br />
Lab, 2 L, 400 RPM Pilot Plant, 1500 L, 60-70 RPM<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 23 Stirred Tank Scale-Up
(P/V)large / (P/V)lab<br />
Plant Supplies Campaign<br />
� Analysis of lab and pilot plant<br />
results by different scale-up<br />
parameters<br />
� solid suspension<br />
� shear<br />
� overall energy input<br />
1000<br />
100<br />
10<br />
1<br />
0.1<br />
0.01<br />
Scale-up by constant<br />
mixing time<br />
energy input<br />
solid suspension<br />
shear<br />
heat transfer<br />
Penney Diagram<br />
1.00E+00 1.00E+01 1.00E+02 1.00E+03 1.00E+04<br />
Vplant / Vlab<br />
� Shear and energy input have<br />
� no effect on particle size<br />
� Increased suspension on scale-up:<br />
� no effect on particle size<br />
� slightly narrower PSD<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 24 Stirred Tank Scale-Up<br />
[microns]
� Extrapolation to Manufacturing:<br />
Process Assessment<br />
Jurong V460 (4000 L), 48 RPM<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 25 Stirred Tank Scale-Up
The Voice of Scale-Up Experience<br />
Do Don’t<br />
Collaborate Add solids to a reaction<br />
Log Evaporate to dryness<br />
Sample Use “all in & heat”<br />
Safety test & review Rely on critical timing<br />
Use test Do hot filtrations<br />
Keep it simple Risk all in one batch<br />
McConville, F. X., CEP 103 (2007) 18-19<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 26<br />
Stirred Tank Scale-Up
As Clear as Mud?<br />
"No one will believe you solved this problem in one day!<br />
We've been working on it for months.<br />
Now, go act busy for a few weeks and I'll let you know<br />
when it's time to tell them."<br />
(R&D supervisor, Minnesota Mining and Manufacturing/3M Corp.)<br />
Dr. Clemens <strong>Brechtelsbauer</strong> Slide 27 Stirred Tank Scale-Up