Abstract
Emerging analytical technologies have facilitated a range of testing approaches to assess critical material attributes of pharmaceutical products. As the industry moves toward a continuous manufacturing paradigm, unit operations capable of supporting this approach to drug production will continue to gain importance. Hot-melt extrusion (HME) is one such operation, conducted in a continuous nature, which can be streamlined with the implementation of process analytical technology (PAT) to function as next generation technology. By incorporation of in-line probes and spectral detectors it is possible to determine compositional and process aspects of the production. This chapter describes the underlying principles of extrusion and associated monitoring technologies for implementation of a PAT-based development approach.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Abbreviations
- HME:
-
Hot-melt extrusion
- PAT:
-
Process analytical technology
- QbD:
-
Quality by design
- GI tract:
-
Gastrointestinal tract
- FDA:
-
(US) Food and drug administration
- NIR:
-
Near-infrared
- MFI:
-
Melt flow index
- FT-NIR:
-
Fourier transformation near-infrared spectrometry
- QA:
-
Quality assurance
- DoE:
-
Design of experiments
- CQA:
-
Critical quality attribute
- SPC:
-
Statistical process control
- SE:
-
Specific energy
- SME:
-
Specific mechanical energy
- SMEC:
-
Specific mechanical energy consumption
- API:
-
Active pharmaceutical ingredient
- n :
-
Extruder screw speed
- τ :
-
Extruder torque
- ṁ :
-
Extruder throughput
- P :
-
Extruder motor power
- O :
-
Extruder engine loading in percent
- n max :
-
Extruder maximum adjustable screw speed
- ∆P:
-
Pressure at extruder die
- SFL:
-
Specific (screw) feed load
- VSFL:
-
Volume-specific (screw) feed load
- ρ:
-
Melt density
- RT:
-
Residence time
- RTD:
-
Residence time distribution
- \(\bar{t}\) :
-
Mean residence time
- SLR camera:
-
Single-lens reflex camera
- Px:
-
Pixel
- ANOVA:
-
Analysis of variance
- S/N:
-
Signal to noise ratio
- RTmean = \(\bar{t}\) :
-
Mean residence time
- Rev:
-
Revolution
- Vfree :
-
Free volume of extruder (inner barrel volume minus screw volume)
- Tg :
-
Glass transition temperature
- Mw:
-
Molecular weight
- Cp :
-
Specific heat capacity
- DO/DI :
-
Outer screw diameter to inner screw diameter ratio
- DSC:
-
Differential scanning calorimetry
- QC:
-
Quality control
- OOS:
-
Out of specification
- R & D:
-
Research and development
- DF:
-
Degree of freedom
References
Abu-Zahra N (2004) Real-time viscosity and density measurements of polymer melts using dielectric and ultrasound sensors fusion. Mechatronics 14(7):789–803. doi:10.1016/j.mechatronics.2003.11.001
Abu-Zahra NH, Karimi S (2002) On-line monitoring of PVC foam density using ultrasound waves and artificial neural networks. Int J Adv Manuf Technol 19(8):618–622. doi:10.1007/s001700200067
Abu-Zahra N, Fedek W, Neyfeh T, Salem A (2002) Ultrasound measurement of two-filler concentrations in polypropylene compounds. Part 2: On-line calibration. Int J Adv Manuf Technol 20(11):812–816
Alig I, Steinhoff B, Lellinger D (2010) Monitoring of polymer melt processing. Meas Sci Technol 21(6):062001. doi:10.1088/0957–0233/21/6/062001
Bakeev KA (2010) Process analytical technology spectroscopic tools and implementation strategies for the chemical and pharmaceutical industries. Wiley, UK
Covas JA, Carneiro OS, Costa P, Machado AV, Maia JM (2004) Online monitoring techniques for studying evolution of physical, rheological and chemical effects along the extruder. Plast Rubber Compos 33(1):55–61. doi:10.1179/146580104225018300
Goertz H-H, Klimesch RG (1987) Verfahren zur Herstellung von festen Pharmazeutischen Formen, Patent EP0240904
Gryczke A, Heil C, Leister D (2010) Inline monitoring of a hot melt extrusion process by near infrared spectroscopy. AAPS-APV HME Expert Symposium 2010 Tarrytown USA, Conference proceedings
Habel R, Kudenov M, Wimmer M (2012) Practical spectral photography. Imaging 31(2). http://www.cg.tuwien.ac.at/research/publications/2012/Habel_2012_PSP/
Kohlgrüber K, Wiedmann W (2008) Co-rotating twin-screw extruders fundamentals, technology and applications. Hanser Gardner, Munich
Kolnaar JWH, Keller A (1997) A singularity in the melt flow of polyethylene with wider implications for polymer melt flow rheology. J Non-Newtonian Fluid Mech 69:71–98
Krumbholz N, Hochrein T, Vieweg N, Hasek T, Kretschmer K, Bastian M, Mikulics M et al (2009) Monitoring polymeric compounding processes inline with THz time-domain spectroscopy. Polymer Testing 28(1):30–35. doi:10.1016/j.polymertesting.2008.09.009
Lee Y-H, Bur AJ, Roth SC, Start PR, Harris RH (2005) Monitoring the relaxation behavior of nylon/clay nanocomposites in the melt with an online dielectric sensor. Polym Adv Technol 16(2–3):249–256. doi:10.1002/pat.576
Levenspiel O (1972) Chemical Reaction Engineering, 2nd edn. Wiley, New York
Levine L (1997) More on extruder balance. Cereal Foods World 42:22
Liang M, Huff HE, Hsieh F-H (2002) Evaluating energy consumption and efficiency of a twin-screw extruder. J Food Sci 67(5):1803–1807. doi:10.1111/j.1365–2621.2002.tb08726.x
Maia JM (2001) On-line theometry for twin-screw extrusion (along the extruder) and its applications. Appl Rheology 12(1):18–24
Palza H, Naue I, Wilhelm M, Filipe S, Becker A, Sunder J, Gottfert A (2010) On-line detection of polymer melt flow instabilities in a capillary rheometer. KGK-Kautschuk Gummi Kunststoffe 63(10):456–461
Rauwendaal C (2010) Understanding extrusion. Hanser Gardner, Cincinnati
Ronniger C (2012) Software Visual-X-Sel® 11.0 Multivar, Release 11.1112. www.crgraph.de
Saerens L, Dierickx L, Lenain B, Vervaet C, Remon JP, De Beer T (2011) Raman spectroscopy for the in-line polymer-drug quantification and solid state characterization during a pharmaceutical hot-melt extrusion process. Eur J Pharm Biopharm: offiArbeitsgemeinschaft für Pharmazeutische Verfahrenstechnik e.V 77(1):158-163. doi:10.1016/j.ejpb.2010.09.015
Tumuluri SVS, Prodduturi S, Crowley MM, Stodghill SP, McGinity JW, Repka MA, Avery BA (2004) The use of near-infrared spectroscopy for the quantitation of a drug in hot-melt extruded films. Drug Dev Ind Pharm 30(5):505–11. doi:10.1081/DDC-120037481
Tumuluri VS, Kemper MS, Lewis IR, Prodduturi S, Majumdar S, Avery Ba, Repka Ma (2008) Off-line and on-line measurements of drug-loaded hot-melt extruded films using Raman spectroscopy. Int J Pharm 357(1–2):77–84. doi:10.1016/j.ijpharm.2008.01.036
US FDA (2004) Guidance for industry PAT—a framework for innovative pharmaceutical development, manufacturing, and quality assurance. http://www.fda.gov/downloads/Drugs/GuidanceComplianceRegulatoryInformation/Guidances/UCM070305.pdf. Accessed 22 Dec 2011
Villmow T, Kretzschmar B, Pötschke P (2010) Influence of screw configuration, residence time, and specific mechanical energy in twin-screw extrusion of polycaprolactone/multi-walled carbon nanotube composites. Compos Sci Technol 70(14):2045–2055. doi:10.1016/j.compscitech.2010.07.021
Wietzke S, Jansen C, Rutz F, Mittleman D, Koch M (2007) Determination of additive content in polymeric compounds with terahertz time-domain spectroscopy. Polymer Testing 26(5):614–618. doi:10.1016/j.polymertesting.2007.03.002
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 American Association of Pharmaceutical Scientists
About this chapter
Cite this chapter
Gryczke, A. (2013). Hot-Melt Extrusion Process Design Using Process Analytical Technology. In: Repka, M., Langley, N., DiNunzio, J. (eds) Melt Extrusion. AAPS Advances in the Pharmaceutical Sciences Series, vol 9. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8432-5_16
Download citation
DOI: https://doi.org/10.1007/978-1-4614-8432-5_16
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4614-8431-8
Online ISBN: 978-1-4614-8432-5
eBook Packages: Biomedical and Life SciencesBiomedical and Life Sciences (R0)