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Mixing and Crystallisation December 2, 2015 Thank You to Our Sponsors

2 Agenda

™ Mixing basics ™ Mixing and scale down ™ Crystallisation introduction ™ Crystallisation ™ Case study ™ Flow Crystallisation

3 Mixing Basics

™ and slurries need to be stirred to allow good mixing of the various components in the mixture and for good transfer ™ The type of stirrer / agitator and the shape of the vessel will affect the motion of the and / or slurry and so the mixing taking place ™ Lab equipment tends to be spherical – round- bottomed flasks ™ Plan t equi pm en t i s usuall y cylin dri cal ™ Plant vessels are usually baffled

4 Flow Pattern in an Unbaffled Tank

Vortex

Swirl

5 Flow Pattern in a Baffled Tank

Baffles

6 and Agitation

™ Type of agitation affects motion in solution and effectiveness of mass transfer ™ Desigggn of agitator ma y be im portant ¾ Impeller, Anchor, Turbine ? ¾ Number of blades ¾ Diameter ¾ Pitch angle ¾ Distance from bottom ¾ Width of baffle(s)

7 Suspending

Scientific Update course: Physicochemical Concepts in Process Development, 8 presented by Dr N. Powles and Dr M. Stirling (University of Huddersfield). HCl Neutralisation with KOH: Un baffl ed

Scientific Update course: Physicochemical Concepts in Process Development, 9 presented by Dr N. Powles and Dr M. Stirling (University of Huddersfield). HCl Neutralisation with KOH: Ba ffle d

Scientific Update course: Physicochemical Concepts in Process Development, 10 presented by Dr N. Powles and Dr M. Stirling (University of Huddersfield). Mixing Varies Across the Vessel

™ The very best mixing takes place right by the tip of the agitator ™ Poor mixing zones can be found at the bottom of the vessel and on the surface of the ™ Addition point for chemical reactions, salt formations, and anti- crystallisations can be critical ™ Sub-surface via a dip pipe is often the best opti on if mixin g i s cri ti cal ™ Addition on to the surface can be improved by using a spray nozzle

11 Mixing and Agitators

™ The motion of the liquid / slurry in the vessel will affect the mixing ™ The motion of the liquid / slurry is directly affected by the agitator / stirrer being used ™ How much radial mixing (sideways) and axial mixing (up and down) takes place in the vessel will depend on the position and design of the agitator

12 Impeller

™ 3 radial and curved blades ™ Assembled axially with 1-2 baffles ™ AilAxial suc tion an d ra dilfldial flow ™ Application range peripheral speed 0.5-10 m/s - turbine flow ™ Service ¾ homogenization ¾ of solids ¾ liquid-liquid & -liquid dispersion ¾ ¾

13 Anchor

™ Anchor agitator ™ Assembled axially without baffle or with one thermopocket ™ Axial suction and radial flow with rotation of product ™ Application range peripheral speed 0.5-5 m/s - titlifltransitory or ™ Service ¾ homogenization ¾ heat transfer ¾ chemical reaction

14 Radial Turbine

™ Flat parallel blade to give high radial flow and obtain high mix shear

15 Uniflow Axial Turbine

™ Pitched blades to give high axial flow &l& low s hear ™ Tapered blade to minimize radial flow and maintain constant mix velocity at blade tip ™ Shear mix minimized ™ 3 blades give ease of installation through centre opening ™ Assembled with or without baffles ™ Application range: per. speed 2-5m/s5 m/s ™ Service ¾ homogenization ¾ suspension of solids ¾ liquid-solid & -liquid dispersion ¾ heat transfer ¾ chemical reaction

16 Twin Agitator

o ™ Several 2-bladed wheels 90 rotated ™ Assembled with or without baffle ™ Prevailing flow axial ™ Application range peripheral speed 0.5-12 m/s - laminar or turbulent flow ™ Service ¾ homogenization ¾ liquid-liquid & solid-liquid dispersion ¾ heat transfer

17 Pitched Turbine

™ 4 or 6-bladed propeller ™ Assembled axially with 1-4 beaver-tail baffles or eccentrically without baffle ™ Prevailing flow axial ™ Application range peripheral speed 3-20 m/s - turbulent flow ™ Service ¾ homogenization ¾ suspension of solids ¾ liquid-liquid, solid-liquid & gas-liquid dispersion ¾ httfheat transfer

18 Disc Turbine

™ Turbine wheel with 6 radial blades ™ Assembled axially with or without 1-4 beaver-tail baffles. ™ Axial suction and radial flow ™ Application range peripheral speed 3-10 m/s – transitory or turbulent flow ™ Service ¾ homogenization ¾ suspension of solids ¾ liquid-liquid, solid-liquid & gas-liquid dispersion ¾ emulsion ¾ chemical reaction ¾ heat transfer

19 Loop Agitator

™ Tubular gate agitator ™ Assembled axially without baffle or with one thermopocket ™ Centripetal and centrifugal radial flow ™ Application range peripheral speed 3-5 m/s - titlifltransitory or laminar flow ™ Service ¾ homogenization of viscous products ¾ heat transfer ¾ chilhemical reac tion

20 Less Common Impeller Types

Stabilized Perforated Saw-Toothed Studded Flat-Blade Propeller Propeller Cage TbiTurbine Beater

Scientific Update course: Secrets of Batch Process Scale Up, 21 given by F. McConville (FXM Engineering). SpinChem Rotating Flow

22 C.-J. Aurell et al (AstraZeneca), Org. Proc. Res. Dev., 2014, 18, 1116. SpinChem Rotating Flow Cell

23 C.-J. Aurell et al (AstraZeneca), Org. Proc. Res. Dev., 2014, 18, 1116. SpinChem Video

24 www.spinchem.com Impeller Diameters

™ Ratio of impeller diameter to vessel diameter is an important factor in scale -up ¾ To disperse a gas in a liquid, optimum ratio is approximatel y 0.25 ¾ To disperse 2 immiscible , optimum ratio is approximately 0.40 ¾ To blend 2 miscible liquids, optimum ratio is > 0.60 ™ Where a gas is introduced to a solid-liquid dispersion a complex situation arises. ¾ Gas bubbling may lead to poor mass transfer, whereas in absence of gas, mixing was good with the same agitator. ™ On scale-up, KEEP GEOMETRIC SIMILARITY!

Handbook of Industrial Mixing, ed. E.L. Paul, V.A. Atiemo-Obeng 25 and S.M. Kresta, Wiley-Interscience, 2004, ISBN 0-471-26919-0 Laminar or Turbulent Flow ?

™ Osborne Reynolds (1883) distinguished between two types of flow ¾ laminar - pppppressure drop proportional to v ¾ turbulent - drop proportional to v2 ™ The feature of is formation of lots of eddies of varying sizes, vital for good mixing ™ Deggyree of turbulence can be characterized by a quantity called the “Reynolds number” NRe ™ For scale-uppp, if pilot vessel desi gned so that NRe is the same as in the lab, then equivalent mixing is likely

26 Reynolds Number NRe

™ For agitated vessel 2 NRe = ND ρ//μ D = diameter of impeller (m) N = rotation speed of impeller (s-1) ρ = density (kg.m-3) μ = (kg.m-1.s-1)

™ NRe has NO dimensions ™ Change from laminar to turbulent flow usually occurs around same values of NRe ¾ NRe < 4,000 laminar ¾ NRe > 10,000 turbulent

27 Viscosity and Mass Transfer

™ For higgyh viscosity applications (NRe up to 5000) ¾ Large scale diameter agitator ¾ Low speed ¾ i.e. anchor stirrer ™ For low viscosity fluids ¾ Diameter of agitator may be as low as one third vessel diameter ¾ Hig h spee d ™ Propeller type agitators induce axial flow Turbines induce radial flow ™ Axial flow component increased by angling turbine blades

28 Macromixing (Bulk Mixing)

™ Achieves a uniform blend on a large scale ™ Bulk mixing times: ¾ 500 ml flask ((p)500 rpm) 2 - 3 seconds ¾ 40 m3 vessel (25 rpm) 30 - 60 seconds ™ Before complete mixing occurs there may be ¾ “local” excesses of reagent ¾ pH differences across mixture ™ This may cause ffformation of by-products ¾ particularly if rate of by-product formation is comparable to that of main reaction ™ Therefore, selectivity may change with scale

29 Micromixing

™ Mechanical agitation will not give a compllhletely homogeneous bldblend ™ For 2 homogenous fluids, there will be a residual eddy size below which no further blending takes place ™ This is a function of ¾ power input via agitator ¾ viscosity of medium ™ FltiddiiFor aqueous solutions, eddy size range is 10-2 -10-3 cm. ™ Timescale for homogenization (by molecular diffusion) is of the order of 0.1 - 1 sec ¾ Micromixing time can be reduced to a few milliseconds using specially designed static 30 mixers Ei Mixing Energy Dissipation

™ A measure of power/unit mass put into mixing fluid (dissipation of turbulent kinetic energy) ™ Values range from 0 to ~3.5 W/kg NNd35 E = P i V ™ Perhaps most useful parameter for “scale-down” experiments

Where: d = impeller diameter (m) N = rotational speed (sec-1) 3 NP = power number V = volume (m ) 31 Ei Mixing Energy Dissipation

3 5 3 5 Power N N d N ρ N d w Ei = = P = P = mass V m kg

Another commonly used quantity:

3 5 P Power N ρ N d w = = P = V volume V m3

Where: d = impeller diameter (m) N = rotational speed (sec-1) 3 NP = power number V=volume(mV = volume (m ) ρ = density (kg/m3)

32 Mixing Configuration: SiSemi-BthRBatch Reac tors Dip Pipe

33 Crystallisation

34 Curve and MtMetast tblZable Zone

35 Cooling Profiles

θ −θ f ⎛ t ⎞ a Natural cooling = exp⎜− ⎟ θo −θf ⎝ τ ⎠ b Linear cooling 3 ⎡ ⎛ t ⎞ ⎤ c Controlled cooling T = To − ⎢(To − Tf )⎜ ⎟ ⎥ ⎣⎢ ⎝ Δt ⎠ ⎦⎥

Natural T c cooling

C Linear b turaion Controlled ab c supersa a

time Temp Time

G Steele (AZ), presentation at Process Analytical 36 Technology Conference, Clearwater FL, November 2007 During Crystallisation

™ Nucleation rate affected by ¾ Agitation rate ¾ level ¾ Seeding ¾ Trace impurities ¾ ™ Rate of growth affected by ¾ Aggitation rate ¾ Density and viscosity of solvent ¾ Temperature ¾ Trace impurities ™ Optimum temperature for nucleation may not be the optimum for

37 Review on nucleation: R.J. Davey et al, Angew. Chem. Int. Ed., 2013, 52, 2166. Nucleation

™ Spontaneous appearance of tiny “embryos” of solid ¾ < 1 μm; too small for visual detection ™ Classical nucleation theory (CNT)

-16π3γ3ϖ2 B0 =Aexp= A exp 3R3T3(lnS)2

-3 -1 B0 - nucleation rate (m s ) A - ppere-eepoetaactoxponential factor γ - interfacial tension (dn m-2) ϖ - molecular volume (m3) R - Gas constant T - Tempp()erature (K)

S - Relative supersaturation (C/Ceq) ¾ R. Davey & J. Garside; From to Crystallizers, OUP 2000, pp 17 – 18 ¾ Angew. Chem. Int. Ed., 2013,,, 52, 2166

™ Measurement of Induction Time tind (tind = 1 / B0) ¾ Delay between creation of supersaturation and appearance of detectable particles

¾ tind decreases exponentially with increasing S 38 Two-Step Nucleation Mechanism

™ Nucleation occurs inside pre- formed metastable clusters (several hundred nanometers) ™ Concen tra tion is hig her than in the bulk solution, but still no order to the molecules ( phase) ™ Accounts better for observed ratfltihihtes of nucleation, which are about 1010 time lower than CNT would predict ™ See P.G. Vekilov, Cryst. Growth Des., 2010, 10, 5007– 5019

39 Primary Nucleation

™ Homogeneous ¾ Spont aneous appearance of solid ph ase f rom sol uti on ¾ Requires very high degree of supersaturation ™ Heterogeneous ¾ Induced by foreign particles at moderate supersaturation levels ¾ Lab solutions contain >106 foreign particles per cm3 blbelow 1 m icron ¾ removes foreign particles (to below 103 / cm3), thus making primary nucleation more difficult

40 Primary Nucleation

™ This paper reports detection of both mechanisms ™ The plot induction time against the reciprocal of the square of supersaturation ™ Homogeneous ¾ Early part of the curve where supersaturation is high ¾ Ind ucti on time is s hor t ™ Heterogeneous ¾ As supersaturation decreases, Growth Kinetics of L-Arginine induction time extends Trifluoroacetate Liu,*, Xu, Ren, Zhang, Wei, and ¾ At some point, induction time falls Waagng and this is thought due to Cryst. Gr. Des. 2010, 3442–3447 heterogeneous nucleation 41 Late Appearance of a Hydrate O

CH3 CH3OON

N N N N H H F ™ 4 Solvates and 1 anhydrate known ™ 10 Batches of anhydrate produced in a seeded crystallisation ¾ Slurry seeds for 1-2 hours, followed byyg stirring at room temperature ¾ Gives needles ™ NdNew seed prepara tion ¾ Sonicate the seeds for 20 minutes, followed by stirring at room temperature

H. Morrison et al (Amgen), Org. Proc. Res. Dev., ASAP 42 DOI:10.1021/acs.oprd.5b00030, published online on June 26, 2015. Seeds and Final Cake

™ Morphology – rods not needles ™ Faster filtration, lower solubility

H. Morrison et al (Amgen), Org. Proc. Res. Dev., ASAP 43 DOI:10.1021/acs.oprd.5b00030, published online on June 26, 2015.

H. Morrison et al (Amgen), Org. Proc. Res. Dev., ASAP 44 DOI:10.1021/acs.oprd.5b00030, published online on June 26, 2015. Analysis of the New Form

™ Anhydrate shows no weight loss ™ New form shows weight loss of 2.6% on heating from room temperature to 130°C ™ KF on new form gives 2.3 wt% water ™ This corresponds to a hemi-hydrate ™ The hemi-hydrate loses water at 77.6°C and then crystallises as a new anhydrous form at 145.1°C ™ This melts at 184 . 2°C and is a new polymorph ™ This is confirmed by variable temperature XRPD

H. Morrison et al (Amgen), Org. Proc. Res. Dev., ASAP 45 DOI:10.1021/acs.oprd.5b00030, published online on June 26, 2015. Variable Temperature XRPD

H. Morrison et al (Amgen), Org. Proc. Res. Dev., ASAP 46 DOI:10.1021/acs.oprd.5b00030, published online on June 26, 2015. Increasing the Dissolution Rate

1. Unmilled hydrate 2. Pin-milled x 1 3. Pin-milled x 4 4. Jet-milled x 1

Surface area (m2/g) 1. 050.5 2. 0.8 3. 333.3 4. 3.3 5. 6.9 (anhydrate)

H. Morrison et al (Amgen), Org. Proc. Res. Dev., ASAP 47 DOI:10.1021/acs.oprd.5b00030, published online on June 26, 2015. Metastable Zone Width

™ Varies with ¾ Cooling rate ¾ Agitation rate ¾ Vessel size ¾ Impurities ¾ Presence of particles ¾ Thermal history of the solution ™ Width of metastable zone is independent of crystallisation technique ¾ Compppgarable values for evaporative and cooling crystallisations

48 Effect of Cooling Rate

™ Crystallisation of L- in an oscillatory baffled crystalliser ™ MSZW wid er at hi gh er coo ling ra tes

49 X. Ni et al, Cryst. Gr. Des., 2008, 8, 2875-2881 Variation in MSZW

™ 198 experiments at 1 ml scale on solubility of paracetamol at 0.015g/ml ™ MSZ width varies from 7.2°C to 33.8°C ™ Statistically the MSZ width does not change after 150 experiments at 1 ml scale

50 S.S. Kadam et al, Cryst. Growth. Des., 2011, 11, 1271. Effect of Vessel Size ™Emphasises that nucleation is a random process ™I1In 1 mL vo lume, thhthe chance o f observing nucleation at 7 degrees is very low, perhaps 0.1% ™But in 1 litre, the number of molecules is a thousand fold greater, so the chance of obibserving nuc ltiilleation is also multiplied a thousand fold to Probability distribution of the MSZW ∆T for a paracetamol around 100% of 0 .015 g/mL in water at a cooling rate of 0.5 C/min: ™For the MSZW, you really squares, 1mL experiments; circles, 1 L need a larger reactor experiments.

51 S.S. Kadam et al, Cryst. Growth. Des., 2011, 11, 1271. Agitation Rate

™ Most agitated solutions nucleate spontaneously at lower degrees of supersaturation than quiescent ones (i.e. width of metastable zone is reduced!) ™ Increased agitation USUALLY causes additional secondary nucleation by seed proliferation and attrition ™ Faster agitation may enhance growth kinetics, particularly in viscous media ™ Lar ge cr ystal s (e. g. f or XRD ) n orm all y r equir e quiescent conditions

52 Influence of Addition Rate and Stirring Rate ™ Investigation of an API Crystallisation ™ Zone width decreases slightly at higher agitation rate ™ Zone width increases at higher addition rate

0.4 475 rpm - impeller addition location

325 rpm impeller addition location 030.3

0.2 r/g ethanol) ee

0.1

Addition close to impeller ZW (gZW wat

SS 0.0 M 0 0.1 0.2 0.3 0.4 0.5

-0.1 Addition Rate (g water/s ) D. O’Grady (Mettler Toledo); PAT in Organic Process R&D, 53 Clearwater FLA, Nov 2007; Chem Eng Res Des, 2007, 85, 945. Importance of Point of Addition

0.4 0.4 475 rpm - impeller addition location 475 rpm - wall addition location

325 rpm impeller addition location 325 rpm - wall addition location 0.3 0.3 ol) ol) nn nn Addition cl ose t o vessel wall 0.2 0.2

water/g etha Addition close to impeller 0.1

0.1 g water/g etha gg ((

MSZW MSZW 0.0

MSZW ( MSZW 0.0 0 0.1 0.2 0.3 0.4 0.5 0 0.1 0.2 0.3 0.4 0.5

-0.1 -010.1 Addition Rate (g water/s ) Addition Rate (g water/s )

D. O’Grady (Mettler Toledo); PAT in Organic Process R&D, 54 Clearwater FLA, Nov 2007; Chem Eng Res Des, 2007, 85, 945. Importance of Point of Addition

0.4 0.4 475 rpm - impeller addition location 475 rpm - wall addition location

325 rpm impeller addition location 325 rpm - wall addition location 0.3 0.3 ol) ol) nn nn Addition cl ose t o vessel wall 0.2 0.2

water/g etha Addition close to impeller 0.1

0.1 g water/g etha gg ((

MSZW MSZW 0.0

MSZW ( MSZW 0.0 0 0.1 0.2 0.3 0.4 0.5 0 0.1 0.2 0.3 0.4 0.5

-0.1 -010.1 Addition Rate (g water/s ) Addition Rate (g water/s )

Computational calculations indicated the difference was due to differing levels of turbulence

D. O’Grady (Mettler Toledo); PAT in Organic Process R&D, 55 Clearwater FLA, Nov 2007; Chem Eng Res Des, 2007, 85, 945. Anti-Solvent Crystallisation

30

25 Concentration of the solution for crystallisation

l) 20 mm

15

10 S (g/100

5

0 0 20406080100 Temp (°C) Keep Temp fixed while adding anti-solvent

56 Anti-Solvent Crystallisation

30

25 Concentration of the solution for crystallisation

l) 20 mm

15

10 S (g/100

5

0 0 20406080100 Temp (°C) Keep Temp fixed while adding anti-solvent

57 Anti-Solvent Crystallisation

30

25 Concentration of the solution for crystallisation

l) 20 mm

15

10 S (g/100

5

0 0 20406080100 Temp (°C) Keep Temp fixed while adding anti-solvent

58 Crystallisation by Anti-Solvent

Addition Anti-solvent

™ Less control over ™ Uncontrolled crystallisation crystallisation at the addition point ™ Manual addition of anti- ™ Particle size dependent on solvent – operator reactor size varitiiation ™ Solvent recovery more ™ Mixing dependent difficult ™ Chang ing vo lume dur ing ™ Coo ling crys ta llisa tion the crystallisation preferred 59 Crystallisation by Anti-Solvent Addition

™ Add anti -solvent slowly at the start ™ Faster towards the end ™ Or add anti-solvent in portions with intermediate seeding

Problem / difficulty: ™ Knowledge of the change in solubility relative to solvent : anti-solvent composition ™ Mixing of solvent and anti-solvent ™ Changi ng vol ume i n the crys talli sa tion vesse l

60 Two Alternatives

™ Add anti-solvent at ambient temperature ™ Stir and cool to complete crystallisation ™ Seeding best carried out after a small portion of the anti-solvent has been added

™ Add anti-solvent at elevated temperature ™ Carry out a standard cooling crystallisation

61 Oratinib

CO2K CO2H

N N H H aq HCl O O IPA - H2O N N H H

™ API, coloured, light sensitive ™ Crystallisation process not robust ™ Variable amounts of IPA, often exceeding the ICH limit of 5 ,000 ppm ™ Variable particle size distribution

62 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. DoE Study of Crystallisation

™ 8 Factors studied in a quarter factorial design, with 2 centre point ™ Amount of solvent 16.4, 21.4, 26.4 vols

™ Solvent ratio 31, 41, 51: IPA/H2O ™ Temperature 40, 50, 60°C ™ Agitation speed 80, 160, 240 rpm ™ HCl concentration 7, 12, 17% ™ Duration of HCl addition 1, 2, 3 hours ™ Final pH 1, 3, 5 ™ Additional agitation 0.25,,, 1, 1.75 hours

63 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Variation in Particle Size

™ 16.4 vols, 31% IPA/H2O, 40°C, ™ 26.4 vols, 51% IPA/H2O, 60°C, 80 rpm, 17% HCl, 3 hour 80 rpm, 7 % HCl, 3 hour addition, to pH 5, 0.25 hour stir addition to pH 1, 0.25 hour stir out out

64 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Key Factors for Residual IPA

™ Temppgperature > Amount of solvent > Agitation speed > Duration of HCl addition > Solvent ratio ™ The higggh setting of each factor is preferred

65 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Key Factors for PSD

™ Solvent ratio ≈ Temperature > Duration of HCl addition

66 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Further Optimisation

™ Unimportant factors omitted in next design ¾ HCl concen tra tion, fina l p H, an d s tir ou t time ™ A further 16 experiment plus 2 centre points, were carried out to upgrade to a response surface analysis ¾ Temperature, solvent volume, solvent ratio, agitation speed, duration of HCl addition ™ Aim to reduce residual IPA levels and obtain a PSD similar to original API

67 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Ranges Expanded

Factor Original range Expanded range Temperature 40-60°C 40-80°C Solvent ratio 31-51% 11-51% Duration of HCl addition 1-3 hours 0.25-3 hours Amount of solvent 16. 4-26. 4 volumes 16. 4-36. 4 volumes Agitation speed 80-240 rpm 40-280 rpm

™ Hig her tempera ture gi ves lIPAbtlless IPA, but larger par tilticles ™ Lower solvent ratio gives smaller particles ™ Shorter HCl addition gives smaller particles ™ Larger solvent volume gives less IPA ™ Although agitation has no specific effect it was expanded at both ends

68 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Residual IPA

69 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Particle Size

70 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Results

™ Impurity levels increase at higher temperature, 80°C or

lower solvent ratio (11% IPA/H2O) ™ Optimum conditions calculated to be: ¾ Temperature 67°C

¾ Solvent ratio 22% IPA/H2O ¾ Duration of HCl addition 2 hours ¾ Volumes of solvent 36 volumes ¾ Agitation speed 200 rpm ™ PditdtiPredicted to give: ¾ Residual IPA 2223 ± 1210 ppm

¾ PSD D10 323.2 ± 080.8 μm

D50 4.9 ± 1.2 μm

D90 747.4 ± 202.0 μm

71 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Verification Experiments

™ Lab scale Actual Predicted ¾ Residual IPA 2138 ppm 1013-3433 ppm

¾ D10 1.6 μm 2.4-4.0 μm

¾ D50 272.7 μm 373.7-616.1 μm

¾ D90 4.2 μm 5.4-9.4 μm ™ Model improved by adding this data gave new conditions: ¾ Teepeatuemperature 67°C ch an ged to 70°C

¾ Solvent ratio 22% changed to 25% IPA/H2O ¾ Duration of HCl addition 2 hours no change ¾ Volumes of solvent 36 volumes no change ¾ Agitation speed 200 rpm no change

72 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Second Verification Experiments

Parameter Predicted Actual 1 Actual 2 RidlIPAResidual IPA 1386-3252 ppm 2622 ppm 2297 ppm

D10 2.5-4.1 μm3.5μm3.4μm

D50 393.9-616.1μm 565.6μm 606.0μm

D90 5.7-9.3μm8.6μm9.7μm Yield 94. 7% 95. 2%

™ Process successfully scaled up to produce 3kg of API

73 H. Sato et al (Taiho Pharmaceuticals), Org. Proc. Res. Dev., 2015, 19, 1655. Scale Down Then Scale Up

™ Typical lab crystallisation: ™ Everything sets solid ™ The lab chemist “cranks up” the stirrer to get the slurry moving again ™ Operating at much to high supersaturation ™ Look at mixing parameters comparing 2000 gal reactor with 1 litre lab reactor

Scientific Update course: Secrets of Batch Process Scale Up, 74 given by F. McConville (FXM Engineering). Matching Power per Unit Mass

Scientific Update course: Secrets of Batch Process Scale Up, 75 given by F. McConville (FXM Engineering). Before and After

ORIGINAL PROCESS IMPROVED PROCESS

(Fine, “bridging” needles) (Large, regular needles)

Scientific Update course: Secrets of Batch Process Scale Up, 76 given by F. McConville (FXM Engineering). Continuous Crystallisation

Critical parameters ™ Solid loading ™ Solid density relative to solvent density ™ Particle size ™ Flow rate / residence time ™ Choice of reactor type ™ CfChoice of ™ Choice of connections ™ Choice of back pressure regulator (if required)

77 Oscillatory Baffled Reactor (OBR)

78 S. Lawton et al (AstraZeneca and NiTech), Org. Proc. Res. Dev., 2009, 13, 1357 Mixing in an OBR

™ Mixing is controlled by oscillations ™ The baffles oscillate back and forth or ™ The fluid pulsates

T. McGlone et al, Org. Proc. Res. Dev., Just accepted 79 DOI:10.1021/opd.5b00225, published online on Aug 6, 2015. Continuous OBR Reactor

™ Mixing is controlled by oscillations, not the net flow as in the case of turbulent flows

™ Plug flow characteristics are obtained in laminar flows

™ This allows significantly shorter length of reactor and a much more compact reactor setup than conventional systems

80 X.-W. Ni (NiTech) presentation at The Scale Up Of Chemical Processes, Brussels, July 2014 81 X.-W. Ni (NiTech) presentation at The Scale Up Of Chemical Processes, Brussels, July 2014 Genzyme Plant

™ Increase in demand for API ™ Predicted to need 18 tankers per day of acetonitrile for recrystallisation ™ Only extra space available for expansion / new building was the staff car park ™ 2 Years from first discussions to manufacturing

P. McDonnell (Genzyme) presentation at Process Chemistry 82 in the , Durham, NC, Nov 2009. Commercial API Crystallisation

83 X.-W. Ni (NiTech) presentation at The Scale Up Of Chemical Processes, Brussels, July 2014 Continuous API Crystallisation

™ World’s largest continuous API plant ™ Genzyme, HhillUKHaverhill, UK ™ In production since April 2007 ™ Reactor volume reduced by >99%

84 Lilly Asymmetric Hydrogenation

OBn OBn 1. Rh(COD)2OTf, L, Zn(OTf)2, MeOH, EtOAc, 70oC, 70 bar 2. Aqueous work up O 3. Solvent swap to PhCH3 O OBn 4. IPA, seed, crystallise OBn OBn OBn 86%, >99% ee

H2 - Pd/C, LiBr THF - EtOH (EtO)3CH, Ac2O 80% P(o-Tol)2

L = (t-Bu)2P Fe

S/C = 2 ,000:1 OH

HO O LY500307

M. Johnson et al (Eli Lilly), Org. Proc. Res. Dev., 2012, 16, 1017; 85 see also J.R. Calvin et al (Eli Lilly), Org. Lett., 2012, 14, 1038. Continuous Crystallisation

(12L) (22L)

MSMPR = Mixed Suspension Mixed Product Removal ™ Longest continuous run: 91.5 hr ™ No problems with foulin g or pgggplugging ™ Product 99.6% ee ™ Thermodynamic crystallisation (after aging) gives ~95% ee 86