3. Agenda
Enhanced Development and Control of Continuous Processes
Kinetic Analysis in Rapid Development of New Processes
4. On Adopting New Technologies…
Source: Chemistry Today, 2009, Copyright Teknoscienze Publications
5. Agenda
Enhanced Development and Control of Continuous Processes
- Continuous Flow Chemistry - Analysis Challenges
- ReactIR™ In Situ IR Spectroscopy
- Accurate Addition of Reagent in Multi-Step Flow Processing
Kinetic Analysis in Rapid Development of New Processes
6. Continuous Chemistry - Analysis Challenges
Today: Limited availability of convenient,
specific, in-line monitoring techniques
Chemical information
- Continuous reaction monitoring superior to traditional sampling for offline
analysis (TLC, LCMS, UV, etc.)
→ Stability of reactive intermediates
→ Rapid optimization procedures
Technical knowledge
- Dispersion and diffusion: Side effects of continuous flow – must be
characterized
7. Agenda
Enhanced Development and Control of Continuous Processes
- Continuous Flow Chemistry - Analysis Challenges
- ReactIR™ In Situ IR Spectroscopy
- Accurate Addition of Reagent in Multi-Step Flow Processing
Kinetic Analysis in Rapid Development of New Processes
8. In-Line IR Monitoring
Monitor Chemistry In Situ, Under Reaction Conditions
- Non-destructive
- Hazardous, air sensitive or unstable reaction species (ozonolysis, azides etc)
- Extremes in temperature or pressure
9. In-Line IR Monitoring
Real-Time Analysis, “Movie” of the reaction
- Track instantaneous concentration changes (trends, endpoint, conversion)
- Minimize time delay in receiving analytical results
10. In-Line IR Monitoring
Determine Reaction Kinetics, Mechanism and Pathway
- Monitor key species as a function of reaction parameters
- Track changes in structure and functional groups
11. In-Line FTIR Micro Flow Cell in the Laboratory
ReactIRTM Flow Cell: An Analytical Accessory
for Continuous Flow Chemical Processing
Internal volume: 10 & 50 ml
Up to 50 bar (725 psi)
-40 → 120ºC
Wetted parts: HC276, Diamond, (Silicon) & Gold
Multiplexing
Spectral range 600-4000 cm-1
Carter, C. F.; Lange, H.; Ley, S. V.; Baxendale, I. R.; Goode, J. G.; Gaunt, N. L.; Wittkamp, B. Org. Res. Proc. Dev. 2010, 14, 393-404
12. FlowIR: Flow chemistry and beyond…
FlowIRTM: A New Plug-and-Play
Instrument for Flow Chemistry and
Beyond
Sensor (SiComp, DiComp)
and head
Internal volume: 10 & 50 ml
Up to 50 bar (725 psi)
Up to 60ºC
Small size, no purge, no
Spectral range 600-4000 cm-1 alignment, no liquid N2
13. Agenda
Enhanced Development and Control of Continuous Processes
- Continuous Flow Chemistry - Analysis Challenges
- ReactIR™ In Situ IR Spectroscopy
- Accurate Addition of Reagent in Multi-Step Flow Processing
Kinetic Analysis in Rapid Development of New Processes
14. Accurate Control of Reagent Addition in Multi-step Process
Dispersion in the column causes
waste of chiral / expensive / toxic
material in multi-step sequences
Additional purification may be
required
Controlled addition of exact
Today: Manual pump (D) switch
stoichiometries of reagents leads to on/on based on Mid-IR generated
dispersion curve (C: intermediate)
a more efficient process
15. Accurate Control of Reagent Addition in Multi-step Process
Dispersion in the column causes
waste of chiral / expensive / toxic
material in multi-step sequences
Additional purification may be
required
Controlled addition of exact
Tomorrow: Automated pump (D) flow
stoichiometries of reagents leads to rate automatically / proportionally
controlled based on Mid-IR
a more efficient process
measured concentration (C)?
16. Let’s test it out...
4-chlorobenzophenone 3-methyl-4-nitroanisole
3-Methyl-4-nitroanisole successfully added with 1:1
stoichiometry for >97% of the material
Limitation towards the end of dispersion curves because
of inaccuracy of piston pumps at very low flow rates
H. Lange, C. F. Carter, M. D. Hopkin, A. Burke, J. G. Goode, I. R. Baxendale and S. V. Ley, Chem. Sci. 2011, 2, 765-769
17. ... and now apply it to the formation of a pyrazole
No ReactIR™ control
10 equiv toxic hydrazine
used
Visual observation used
to manually switch the
third pump
Extensive purification
required
With ReactIR™ control
Toxic hydrazine ↓ to 3 equiv.
Reaction temperature ↓ to
80ºC to avoid polymerisation
of terminal acetylene
Higher purity and colourless
pyrazole now obtained
Plug of silica gel added →
chromatographic separation
with IR detection
H. Lange, C. F. Carter, M. D. Hopkin, A. Burke, J. G. Goode, I. R. Baxendale and S. V. Ley, Chem. Sci. 2011, 2, 765-769
19. Summary
In-line IR spectroscopy with ReactIR™ DS Micro Flow Cell:
Provides highly molecular-specific information instantaneously
Pump flow rate controlled in real-time as a function of [intermediate]
Used with a range of flow reactors:
Micro scale - 10mL (Future Chemistry)
Meso scale flow reactors (Uniqsis, Vapourtec)
Large kilo lab flow reactors (Alfa Laval)
20. Agenda
Enhanced Development and Control of Continuous Processes-on
Kinetic Analysis in Rapid Development of New Processes
- Early-on kinetic analysis today
- Case study: Dipeptide coupling
21. Agenda
Enhanced Development and Control of Continuous Processes
Kinetic Analysis in Rapid Development of New Processes
- Early-on kinetic analysis today
- Case study: Dipeptide coupling
22. Reaction Progress Kinetic Analysis (RPKA)
Leverages the extensive data available from accurate in situ monitoring
Provides a full kinetic analysis from a minimum of two reaction progress experiments
Involves straightforward manipulation of the data to extract kinetic information
Blackmond, D. G. Blackmond, D. G. et al.,
Angew. Chemie Int. Ed. 2005, 44, 4302 J. Org. Chem. 2006, 71, 4711
Blackmond, D. G. “Reaction Progress Kinetic Analysis”, Webinars, Part 1 (April 2010) and 2 (October 2010) available at www.mt.com
23. Agenda
Enhanced Development and Control of Continuous Processes
Kinetic Analysis in Rapid Development of New Processes
- Early-on kinetic analysis today
- Case study: Dipeptide coupling
24. Experimental setup: ReactIRTM15, EasyMaxTM
ReactIR 15TM with
fiber optic probe 2 days experiments
Real time data logging
on laptop
Window and light to
see the reaction
mixture
EasyMaxTM with 2-
piece vessel and EasyMax touchpad: Intuitive
overhead stirrer and powerful reaction control
25. Agenda
Enhanced Development and Control of Continuous Processes
Kinetic Analysis in Rapid Development of New Processes
- Early-on kinetic analysis today
- Case study: Dipeptide coupling
Model development: “different excess” strategy
Temperature analysis
26. Amide formation - “Different Excess” conditions
1
2
4
5
[e] = 0.001 (1.1 eq Boc-L-t-Leu)
[e] = 0.005 (1.5 eq)
[e] = 0.01 (2 eq)
3
10
→ Intuitive and rapid input of IC IR data and reaction parameters in iC Kinetics
27. Amide formation: Model building
7
6
5
[e] = 0.001
[e] = 0.005
[e] = 0.01
→ iC Kinetics instantly choose (x,y) to obtain straight lines and overlay (3 kinetic trends)
→ Power law rate equation shows non-integer orders
28. Amide formation: Model evaluation
8
9
10 Current process conditions:
Time to 90% HO-Pro.HCl 9.9mM, Boc-L-t-Leu 11.3mM 11
conversion (1.1 eq), 10˚C, ACN
[HO-Pro.HCl]
[BOC-L-t-leucine]
400 simulated conditions used to find optimum conditions out of only ≥ 2 experiments
29. Amide formation: Model testing
HO-Pro.HCl 9.9mM, HO-Pro.HCl
Boc-L-t-Leu 15.4mM (1.5 eq), 10˚C, ACN Molarity
Time hh:mm:ss
The model predicts concentration evolution versus time, consistent with experiment data
30. What have we learned so far?
Validation of ATR-FTIR (ReactIR-ConcIRT) for real time monitoring, kinetic
trends confirmed by EasyMax heat flow
Fast, prelim. kinetic investigation and modeling in 2-4 experiments (R2 0.99)
Partial orders in activated anhydride and amide (0.78 and 0.69, k =
0.0115M-1.s-1). Power law rate equation more complex than for an
elementary reaction (intermediate steps, equilibria)
Kinetic model (“different excess”) predicts concentration evolution versus
time. Prediction confirmed with experimental data
Outcome: 400 simulated experimental conditions and rates → Find optimum
process operating conditions (cycle time, robustness, yield, cost, safety)
31. What do we mean with elementary reaction?
“An elementary reaction is a chemical reaction in which one or more of
the chemical species react directly to form products in a single reaction
step and with a single transition state”
Organocatalytic reaction
Steady-state reaction rate law
more complex than for an
elementary reaction
Blackmond, D. G. “Reaction Progress Kinetic Analysis”, Webinars, Part 1 (April 2010) and 2 (October 2010) available at www.mt.com
32. What do we mean with elementary reaction?
Power law form Steady-state rate law
approximates
non-integer x and y
this form
IC Kinetics provides the power law form without the need to describe
each individual elementary reaction
No need to know or describe reaction mechanism
(k’, x, y) → driving force analysis
33. Agenda
Enhanced Development and Control of Continuous Processes
Kinetic Analysis in Rapid Development of New Processes
- Early-on kinetic analysis today
- Case study: Dipeptide coupling
Model development: “different excess” strategy
Temperature analysis
34. Amide formation: Temperature analysis
-10ºC
10ºC
30ºC 0ºC
20ºC
Straightforward comparison of kinetic profiles when changing reaction conditions
36. What have we learned?
Temperature dependent model developed across -10ºC → +30ºC
Adequate to excellent fit (R2 ≤ 0.998)
Activation energy: 27.5 kJ/mol (most chemical reactions: 10-50 kJ/mol)
Rate of reaction approx. doubles for each 10 K when Ea = 50 kJ/mol; xx1.5
for each 10 K increase when Ea = 27 kJ/mol
This particular amide bond formation is more complex than for an
elementary reaction (intermediate steps, equilibria), as shown by power law
rate equation → Careful data interpretation
37. So what?
Guide experimental approach towards maximizing information
No calibration needed, no dedicated experiments, real time reaction
monitoring ideal
Allows chemists to gain faster, improved insight into synthetic reaction and
mechanism
Speeds up research process and reaction optimization (duration,
robustness, yield, safety, cost)
Reduce number of experiments, complement DOE methodology
No requirement for extensive kinetic knowledge or experience
38. Acknowledgements
University of Cambridge, UK
- Catherine F. Carter, Heiko Lange, Mark D. Hopkin, Ian R. Baxendale, Pr.
Steven V. Ley*
Mettler Toledo Autochem
- Jon G. Goode, Adrian Burke
Email us at dominique.hebrault@mt.com
OR
autochem@mt.com
OR
Call us + 1.410.910.8500