Appreciation of Chemical Engineering Principles
PhD
IN INDUSTRIAL CHEMISTRY AND
CHEMICAL ENGINEERING (CII)
Chemical Engineers
• An essential part of the development team
• Approach problem from a different viewpoint
• Should work alongside chemist from a early stage
• Can propose solutions to seemingly intractable problems
• Can ensure synthetic routes are not rejected for the wrong reasons
• Can teach chemists the vital importance of - studying kinetics
- heat transfer
- mass transfer
- Technology developments
Heat Transfer (HT)
• Control of temperature with respect to time is one of the most important aspects of chemical engineering
• Reaction temperatures must be controlled in order to
- Ensure the selectivity of the process - Reproduce results accurately
- Prevent thermal runaways
Heat Transfer (HT)
• HT is important not only in the reaction phase but also in work-up.
• For example
- Control of exothermic neutralisation
- Control of temperature during solvent-stripping - Control of temperature for crystallisation
- Control of temperature during fractional distillation
Heat Transfer Equation
Where:
q = heat flux (heat transfer per unit area) k = thermal conductivity
T = temperature y = distance
dT/dy = temperature gradient across the reactor
q k dT
= − dy
Heat Transfer (HT)
• In most chemical processes rate of external heating may not be important
• Rate of external cooling can be critical when exotherms take place
• Removal of heat is proportional to contact surface area as well as ∆T
• So reactions with low volume are most difficult to control
Factors Affecting Heat Transfer
Rate of agitation
Turbulent or laminar flow
Viscosity of reaction medium
- Varies with temperature
- May vary with distance from rector wall - Can change during reaction
Density
Temperature
Shape and surface area of vessel
Exothermicity of reaction
Phase changes (e.g. reflux)
For Control of Heat Transfer
Correct vessel/batch size
Correct materials of construction
- Stainless Steel, Glass, Hastelloy, etc.
Design of reactor and agitator
Design of process (compared to lab)
- e.g. avoid low volumes when exotherms occurs
Reactor HT Area Size (L) m
2m
2·L
-1Lab 0.5 0.02 0.0426
Pilot Plant 380 2.32 0.0061
Small Production 3,800 10.7 0.0028 Large Production 38,000 53.0 0.0014
Heat Transfer Areas
Consequences
Increased cycle times
Increased rates of addition
Increased reaction times
Increased work-up times
Possible loss of control if accumulation occurs in an
exothermic process
Effect of Vessel Size on HT
Heat evolved proportional to number of moles of reactant(s)
Therefore proportional to volume of solution
- therefore proportional to r
3 Removal of heat proportional to surface area
- therefore proportional to r
3 Therefore as vessel size increases, volume-to-surface ratio also increases
Therefore control of heat transfer becomes more difficult
To Improve Heat Transfer and Control Hexotherms
Increase temperature difference between coolant and reactor
- Thus water not much good for controlling processes in 15-25°C range
Increase flow of coolant
- High flow rate for water-cooling may outweigh advantages of using refrigerant below 0°C (because of its limited capacity)
Use refluxing solvent
Carry out reaction at higher temperature
Incorporate coils in vessel
Use metal vessel
Use more dilute solutions
- Reduces reaction rate and viscosity
Control rate of addition of one reagent
Ensure no accumulation of reactants
To Improve Heat Transfer and Control
Hexotherms
High Temperatures may be Safest!
If reaction temperature is too low
- Rate of reaction is reduced
- Unreacted reagent may accumulate
When reaction proceeds it may go out of control
- Accumulated reagent reacts all at once
Heat Balance of a Stirred Tank Reactor
Influence of the coolant temperature
Rate of heat production
Rate of heat loss A
C k
B
1
2
T
aT
azT
a1T
C( )
QR R A
r = ⋅ ∆ V H − r dq
dt
T
( )
QW A A
r = U ⋅ T − T
Influence of the HT parameter
Rate of heat production
Rate of heat loss A
k
(U
A) > (U
A)
crT
aT
crT
a(U
A)
cr(U
A) < (U
A)
crHeat Balance of a Stirred Tank Reactor
( )
QR R A
r = ⋅ ∆ V H − r
( )
QW A A
r = U ⋅ T − T
No Accumulation Accumulation
Addition of reactant
Time g
qR Heat release rate
Heat of reaction
Time g
Addition of reactant
qR Accumulate heat
at the end of addition Heat
release rate
Thermal Accumulation
Temperature
Time Desired
reaction
2 ∆T
adNormal process
Cooling failure
Reaction of decomposition
3
1 TMR
adT
endThermal Runaway
Risk Assessment
Can process temperature be controlled by the cooling system?
What temperature can be attained after runaway of the desired reaction?
What temperature can be attained after runaway by decomposition?
At which moment does cooling failure have the worst case consequences?
How fast is the runaway of the desired reaction?
How fast is the runaway of the decomposition starting at
MTSR?
Grignard Reactions
• Charge magnesium and solvent
• Add alkyl halide (Max. 10%)
• Initiate reaction
• Once initiated, add alkyl halide to maintain reflux
• Problems
- Low volume to start with - Reflux temperature
- Initiation sometimes difficult
- Reaction may stop
Mass Transfer (MT)
Not the same as agitation
Important for reactions with more than one phase
- Solid-liquid - Gas-liquid
- Immiscible liquids - Gas/solid/liquid
Important in non-equilibrium processes
- MT stops when equilibrium is reached
Also important in work-up, purification
- distillation, extraction, filtration, crystallization, drying
Grignard Requires THF Solvation for Stability
Reagent 4 kg
Mg 560 g
THF 3L + 1 L (reduced from 7.2 L in development work)
F Me
Br
THF Mg
F Me
MgBr
Heat of decomposition 438 J·g
-1onset 140°C
Low solvent 691 J·g
-1320°C
High solvent no decomp. at 140°C
Aryl Grignard
50 100 150 200 250 300 °C
20 m W
IntegrationDelta H 4192 mJ 437.6 J·g-1 Peak 210.0 °C
8.8 mW
Integration (est.) Delta H 6624 mJ
691.4 J·g-1 Peak 339.7 °C
32.6 mW
Grignard reaction. Sample 2. File: 05120.001 DSC METTLER 22-Sep-04 9.580 mg Rate: 5.0 °C·min-1 Ident: 2.0 Graphware TA72
DSC of a Grignard Reaction
MT and Chemical Reactions
For substances to reach they must first come into contact
- i.e. they must migrate to reaction zone
Before further molecules can react at the same site, products must migrate away
In a two-phase system, MT is affected by
- Rate of diffusion to and across interfacial boundary
- Rate of diffusion of products from reaction zone
- Size of interfacial area or surface
- Thus for solids, particle size affects reaction rate, increasing with
smaller particles
MT and Scale-up
During scale-up, we wish to mimic lab reactions in the plant
- to ensure consistency of yield and product
But agitation in the plant is completely different!
- Laboratory glassware is usually spherical - Plant equipment is cylindrical
In process development, it is better to use cylindrical glassware
Plant vessels are usually baffled
- Gives best mass transfer
vortex
Swirl
Flow Pattern in an Unbaffled Tank
baffles
Flow Pattern in an Baffled Tank
Mass Transfer and Agitation
Mass Transfer varies with
- Viscosity of the medium
may not be uniform if agitation poor
varies remarkably with temperature
e.g. for water by factor 7 from 0-100°C - Density
- Velocity (agitation rate) - Temperature (indirectly)
Therefore good agitation is vital
Type of agitation affects motion in solution and
effectiveness of mass transfer
Impeller
3 radial and curved blades
Assembled axially with 1-2 baffles
Axial suction and radial flow
Application range peripheral speed 0.5-10 m·s
-1- turbine flow
Service
- homogenization
- suspension of solids
- liquid-liquid and solid-liquid dispersion
- heat transfer
- chemical reaction
Twin Agitator
Several 2-blades wheels 90°
rotated
Assembled with or without baffle
Prevailing flow axial
Application range peripheral speed 0.5-12 m·s
-1- laminar or turbulent flow
Service
- homogenization
- liquid-liquid and solid-liquid dispersion
- heat transfer
Anchor
Anchor agitation
Assembled axially without baffle or with one thermo- pocket
Axial suction and radial flow with rotation of product
Application range peripheral speed 0.5-5 m·s
-1- transitory or laminar flow
Service
- homogenization - heat transfer
- chemical reaction
Loop Agitator
Tubular gate agitation
Assembled axially without baffle or with one thermo- pocket
Centripetal and centrifugal radial flow
Application range peripheral speed 3-5 m·s
-1- transitory or laminar flow
Service
- homogenization of viscous products
- heat transfer
- chemical reaction
Uniflow Axial Turbine
Pitched blades to give high axial flow and low shear
Tapered blade to minimize radial flow and maintain constant mix velocity at blade tip
Shear mix minimized
3 blades give ease of installation through canter opening
Assembled with or without baffles
Appl. range perif. speed 2-5 m·s
-1 Service
- homogenization
- suspension of solids
- solid-solid and gas-liquid dispersion - heat transfer
Piched Turbine
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
-1- turbulent flow
Service
- homogenization - suspension of solids
- liquid-liquid, solid-solid and
gas-liquid suspensions
- heat transfer
Radial Turbine
Flat blades to give high radial flow and high shear
Flat parallel blade to give
high radial flow and obtain
high mix shear
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
-1- transitory or turbulent flow
Service
- homogenization - suspension of solids
- liquid-liquid, solid-solid and gas- liquid suspensions
- emulsion - heat transfer
- chemical reaction
Effect of Scale-Up on MT
• Osborne Reynolds (1883) distinguished between two types of flow - laminar - pressure drop proportionally to v
- turbulent - pressure drop proportional to v
2• The feature of turbulence is formation of lots of eddies of varying sizes, vital for good mixing
• Degree of turbulence can be characterized by a quantity called the
“Reinolds number” N
re• For scale-up, if pilot vessel designed so that N
Reis the same as in the
lab, then equivalent mixing is likely
Reynold Number N
ReD = diameter of vessel
v = average velocity of fluid ρ = density
µ = viscosity
• N
Rehas NO dimensions
• Change from laminar to turbulent flow
usually occurs around same values of N
Re- N
Re< 2100 laminar - N
Re> 2100 turbulent
Re
N D v ρ µ
= ⋅ ⋅
Viscosity and Mass Transfer
• For high viscosity applications (N
Reup to 5000)
- Large scale diameter agitator - Low speed
- i.e. anchor stirrer
• For low viscosity fluid
- Diameter of agitator may be as low as one third vessel diameter - High speed
• Propeller agitators induce axial flow Turbines induce radial flow
• Axial flow component increased by angling turbine blades
Impeller Diameters
• Ratio of impeller to vessel diameter is an important factor in scale-up
- To disperse a gas in a liquid, optimum ratio is approximately 0.25 - To disperse 2 immiscible liquids, optimum ratio is approximately
0.40
- To blend, optimum ratio is > 0.60
• Where a gas is introduced to a solid-liquid dispersion a complex situation arises
- 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!
Reactions with Potential Mixing Problems
• Where reaction rate is comparable to rate of mixing and where a consecutive reaction can take place
- Acidification or basification, when product may undergo a second reaction such as hydrolysis
- Halogenation - over-reaction always a problem - Nitration, under some circumstances
- Organometallic reactions
• Where viscosity increases - Mixing rate decreases
- e.g. polymerization
• Reactions which are sensitive to rate of addition of one reagent
• Where product ratio is sensitive to temperature
Bulk Mixing
• Mixing times:
- 500 ml flask 2 - 3 seconds - 40 m
3vessel 30 - 60 seconds
• Before complete mixing occurs there may be
- “local” excesses of reagent - pH differences across mixture
• This may cause formation of by-products
- particularly if rate of by-product formation is comparable to that of main reaction
• Therefore, selectivity may change with scale
Micromixing
• Mechanical agitation will not give completely homogeneous blend
• For two homogeneous fluids, there will be a residual eddy size below which no further blending takes place
• This is a function of
- power input via agitator - viscosity of the medium
• For aqueous solutions, eddy size range is 10
-2- 10
-3cm
• Time-scale for homogenization (by molecular diffusion) is
of the order of 0.1-1 sec
k
1/k
2= 10
4NO2+ +
NO2+ +
NO2
NO2
O2N k1
k2
P. Rys (ETH), Helv. Chim. Acta, 1977 (60), 2937 Arc. Chem. Res., 1976 (9), 345
Micromixing - Nitration of Durene
• With
- equimolar reagents - slow rate of addition - good mixing
would expect little dinitration
• BUT
- even at low concentrations of
nitronium salt, a high proportion of dinitration occurs
• Why?
- Reaction is diffusion-controlled.
Mononitrodurene is nitrated
again before it can diffuse away
from nitronium salt
A + B C A + C D
k
rk
dk
r>> k
dt
0t
1t
2Eddy size 10
-2- 10
-3cm Diffusion time 0.01 - 1.0 sec
φ
2= R
2k
2B/D
Micromixing
A =
B =
C =
D =
Mixing Effects - Bromination
MeO OMe
Br2
MeO OMe
Br
OMe OMe
MeO OMe
Br OMe + Br
Stirrer Starting mono di
Speed Material bromo bromo
0 22.2 57.9 19.9
213 19.9 61.3 18.8
425 18.3 64.5 17.2
638 13.6 73.4 14.8
1063 13.5 73.4 13.1
O
O(H)
OH
O(H) + H+
1a 1b
O
2bO(H)
O
4bO(H)
O
6bO(H)
Br Br
Br
Br Br
Br
OH
3aO(H) Br
OH
5aO(H) Br
Br
OH
6aO(H) Br Br
Br
- H+ - H+ + H+
Bromination of Resorcinol
J.Garcia-Rosas, Chimia,
1990, 368
Concentration of
NaOH is critical
Agitator Speed Mono Bis % ortho
1000 94.5 5.5 9.7
2000 95.3 4.7 9.1
6000 96.7 3.3 8.7
OH OH
N N Ph PhN2+
+
OH
N N Ph OH
N N Ph
N N Ph NaOH
Influence of Mixing on Product Ratio
mono bis para ortho total
0.025 M NaOH 86.2 9.1 95.3 4.7
At 600 rpm 0.05 M 94.0 4.5 98.5 1.5
0.10 M 94.5 5.4 99.9 0.1
mono bis
para ortho total
0.025 M NaOH 88.0 8.7 96.7 3.3
At 5000 rpm 0.05 M 94.8 4.3 99.1 0.9
0.10 M 96.5 3.1 99.6 0.4
mono bis
para ortho total
0.025 M NaOH 90.0 7.5 97.5 2.5
At 8000 rpm 0.05 M 95.6 3.9 99.5 0.5
Effect of pH - Constant Mixing Speed
Conclusions
At high mixing speed - good control
Al low mixing speed - ortho isomer and bis- adduct increase
Rate of addition will be important
As azo-dye precipitates, mixing worsens - viscosity change
Variation of local pH if mixing poor
Variation of local temperature if mixing poor
Diazotized solution should be added close to agitator tip
Mixing - Solid Reagents
Me N NH
2NBS
Me N NH
2Me Me
Me N NH
2Br Me
Br +
5-bromo 3-bromo
lab (solid plant (solid plant (solution addition) addition) addition
5-bromo 87 75 82
3-bromo 4 8 7
dibromo 2 8.4 <1
SM 7 11 7
Continuous processes often work when a batch process would lead to decomposition, e.g.
Answer -
Continuous process
Continuous stirred tank reactor. Add Br
2and remove product at the same time, mix with ethanol and then quench.
• Lab process mix
Br
2/EtOAc and substrate, after 1 minute, add
ethanol
• reaction autocatalytic, bromination requires H
+to start. 3
rdorder in substrate, Br
2, HBr
• intermediate unstable in HBr; 10% loss in 2 min.
• product reacts further (CN hydrolysis) to Et ester
• if put EtOH in first, CN hydrolysis occurs
Continuous versus Batch
ArCONHCH2CN 1) Br2/EtOAc 2) EtOH
ArCONHCH OEt CN
ArCONHCH Br CN
Two-Phase Reactions
Rate of reaction will depend on
- Interfacial area
- Mass transfer rate per unit area
Mass transfer is governed by transport across thin layer adjacent to interface - diffusion
Therefore agitation may have little effect
- other than on interfacial area
For good scale-up, rule-of-thumb is
Ratio of INTERFACE AREA to VOLUME should be kept constant
CHEMICAL ENGINEERING ADVICE REQUIRED!
Main reaction
AX + B AB (i) Side reactions
AB + AX ABA (ii) AX + H
2O AOH (iii)
Partition data
H
2O
o/ H
2O
w= 0.05 B
o/ B
w= 1
AX
o/ Ax
w= ca. 10
4Ab
o/ Ab
w= ca. 10
-4H
2O H
2O
B B
AX AX
AB
AB AB (solid)
Aqueous phase
Alcohol phase
Two-Phase Reactions
Reaction in 2 Liquid Phase - Scale-up
1. Rate of (i) insensitive to agitation, provided layers are dispersed.
Therefore reaction rate is slow relative to MT
2. All reaction tale place predominantly in upper (organic) phase
3. Reaction rate increased by adding salt
Increase conc. of B in upper layer Little effect on partition of AB
4. Reaction (II) sensitive to agitation
Over-agitation increases yield of product
Need just enough agitation to get good dispersion
Condensation Reaction
Main reaction
ArX + RY + M
+Z
-Ar-L-R + M
++ Y
- Side reaction
RY + water hydrolysis product
ArX and RY are practically insoluble in water
M
+Z
-is an aqueous solution
QUESTION: WHETHER OR NOT TO USE A SOLVENT?
Scale-Up
Without solvent
- After adding half reactant - phase inversion - Increase of viscosity from 5 cp to 1000 cp
- Reaction rate becomes independent of agitation - Change in heat transfer coefficient
With solvent
- None of the above problems
- But reaction rate proportional to interfacial area
Change in HT Coefficient
Time (continuous reactant addition)
He a t tr a n s fer c oe ff ic ie nt
Phase inversion
Peptide Synthesis with
N-Carboxyanhydrides (NCA)
Problem for Scale-up
Reaction of amino-acid with NCA gives a carbamate
intermediate which can easily decarboxylate to give a new amino group
This amino group can then react with further NCA
Need conditions which prevent decarboxylation of carbamate
pH control is crucial
“NCA and Related Heterocycles”
H.R. Kricheddorf, Springer Verlag 1987 pp. 78 onwards
k
1= ca. 100 l·mol
-1sec
-1k
3/k
1= ca. 0.1
Peptide Synthesis with NCA
k
1HN
O
HO HN
O O
O H
3C
+ N
CO
2O
H
3C
NH
2CO
2H
k
2N CO
2O H
3C
NH
2CO
2H +
k
3HN
O O
O H
3C
+
N O H
3C
NH
CO
2H
H
2N O H
3C
A B R
S
1Selectivity vs. Stirrer Speed
% S
Speed (sec
-1)
1 2 3 4
5 10
500 L GL Retread Blade
5000 L GL Retread Blade
Selectivity vs. Stirrer Speed
% S
Speed (sec
-1)
1 2 3 4
5 10
60°
60° Reversed 90°
5000 L with variable pitch
Selectivity vs. Stirrer Speed
% S
Speed (sec
-1)
1 2 3 4
5 10
500 Litres
5000 Litres - 1 Blade
5000 Litres - 2 Blades
Mixing Configuration
Semi-Batch Reactors
NH O
O
OR O O CHO
NH OH
O
OR O O
Compound I Compound II
(> 90 % pure)
• Dichloromethane solvent
• Triphenylphosphine oxide
• N,N’-diisopropylcarbonyl hydrazine
• Formic acid
Case Study - Primaxin Intermediate
Compound I
TA-01
Hydrolysis RE-01
Hydrolysis Cuts TA-02
Aq. Cuts TA-03
DMC Cuts TA-04
Compound II Evap EV-01 Compound
II Cryst CR-01 MLS
TA-05
POD EX-01
CE 01
HCl MeOH
water
Hexane
SOLID COMPOUND II
Acid Hydrolysis Process
β-Ketoester Enolate salt
pH 12 pH 7
pKa = 10.5 Acidic proton
(C
6H
5)
3PO
(CH ) OCH-OCO-N=N-CO-O-CH(CH )
Methylene Chloride Aqueous
Conceptual Procedure
N
O
H H
O O
OH OR
N
O
-O
O
OH OR
Mixed Feeds, Single Stage with Solvent Backwash
POD
CE
Static Mixer Organic
Raffinate Fresh CH2Cl2 Aq. Enolate
sol. Acid
SOLID COMPOUND II Aqueous
Mother Liquors Aqueous NaOH
CH2Cl2
Compound I