Online detection of orientation of cellulose nanocrystals in a capillary flow with polarization-sensitive optical coherence tomography
Source abstract
Abstract
Abstract Significant importance in the stiffness of materials, such as filaments and films, made of elongated components, has been attributed to orientation. Thus, the control of orientation during the manufacturing of materials has been the target of process optimization for long time. Measuring orientation during the process allows to better grasp the means to control it. In fact, such online tools would enable on-fly process control and optimization improving the flexibility with regards to the raw materials used, and the application requirements. In this article, we will discuss a method based on polarization-sensitive optical coherence tomography utilized as a light-weight online measurement tool of particle (here cellulose nanocrystals) orientation for the purposes of manufacturing next generation products by providing the appropriate interpretation of the retardation images with the help of modelling.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Advanced Cellulose Research Studies · Polysaccharides and Plant Cell Walls · Optical Coherence Tomography Applications
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (49)
Show source-provided references
1. Adachi Y, Di C, Xiao F, Kobayashi M (2019) Size, orientation, and strength of NA-montmorillonite flocs flowing in a laminar shear flow. Colloid Polym Sci 297(7):979–98710.1007/s00396-019-04532-3 ↗
2. Advani SG, Tucker CL III (1987) The use of tensors to describe and predict fiber orientation in short fiber composites. J Rheol 31(8):751–78410.1122/1.549945 ↗
3. Alizadehgiashi M, Khabibullin A, Li Y, Prince E, Abolhasani M, Kumacheva E (2018) Shear-induced alignment of anisotropic nanoparticles in a single-droplet oscillatory microfluidic platform. Langmuir 34:322–33010.1021/acs.langmuir.7b03648 ↗
4. Blaser S (2000) Flocs in shear and strain flows. J Colloid Interface Sci 225(2):273–28410.1006/jcis.1999.6671 ↗
5. Butler JE, Snook B (2018) Microstructural dynamics and rheology of suspensions of rigid fibers. Annu Rev Fluid Mech 50:299–31810.1146/annurev-fluid-122316-045144 ↗
6. Chen Z, Milner TE, Dave D, Nelson JS (1997) Optical doppler tomographic imaging of fluid flow velocity in highly scattering media. Opt Lett 22(1):64–6610.1364/OL.22.000064 ↗
7. Chen S, Schueneman G, Pipes RB, Youngblood J, Moon RJ (2014) Effects of crystal orientation on cellulose nanocrystals-cellulose acetate nanocomposite fibers prepared by dry spinning. Biomacromol 15:3827–383510.1021/bm501161v ↗
8. de Boer JF, Milner TE (2002) Review of polarization sensitive optical coherence tomography and Stokes vector determination. J Biomed Opt 7(3):359–37110.1117/1.1483879 ↗
9. de Boer JF, Hitzenberger CK, Yasuno Y (2017) Polarization sensitive optical coherence tomography–a review [invited]. Biomed Opt Express 8(3):1838–187310.1364/BOE.8.001838 ↗
10. Dinh SM, Armstrong RC (1984) A rheological equation of state for semiconcentrated fiber suspensions. J Rheol 28(3):207–22710.1122/1.549748 ↗
11. Drexler W, Fujimoto JG (2008) Optical coherence tomography–technology and applications10.1007/978-3-540-77550-8 ↗
12. Folgar F, Tucker CL III (1984) Orientation behavior of fibers in concentrated suspensions. J Reinf Plast Compos 3(2):98–11910.1177/073168448400300201 ↗
13. Frka-Petesic B, Sugiyama J, Kimura S, Chanzy H, Maret G (2015) Negative diamagnetic anisotropy and birefringence of cellulose nanocrystals. Macromolecules 48(24):8844–885710.1021/acs.macromol.5b02201 ↗
14. Fuller GG (1990) Optical rheometry. Annu Rev Fluid Mech 22:387–41710.1146/annurev.fl.22.010190.002131 ↗
15. Gauss C, Pickering KL, Muthe LP (2021) The use of cellulose in bio-derived formulations for 3D/4D printing: a review. Compos Part C Open Access 4:100113–10012810.1016/j.jcomc.2021.100113 ↗
16. George J, Sabapathi S (2015) Cellulose nanocrystals: synthesis, functional properties, and applications. Nanotechnol Sci Appl 8:45–5410.2147/NSA.S64386 ↗
17. Gowda K, Brouzet C, Lefranc T, Söderberg LD, Lundell F (2019) Effective interfacial tension in flow-focusing of colloidal dispersions: 3D numerical simulations and experiments. J Fluid Mech 876:1052–107610.1017/jfm.2019.566 ↗
18. Gunes D, Scirocco R, Mewis J, Vermant J (2008) Flow-induced orientation of non-spherical particles: effect of aspect ratio and medium rheology. Non-Newtonian Fluid Mech 155:39–5010.1016/j.jnnfm.2008.05.003 ↗
19. Habibi Y, Lucia LA, Rojas OJ (2010) Cellulose nanocrystals: Chemistry, self-assembly, and applications. Chem Rev 110(6):3479–350010.1021/cr900339w ↗
20. Hausmann M, Rühs P, Siqueira G, Läuger J, Libanori R, Zimmermann T, Studart A (2018) Dynamics of cellulose nanocrystal alignment during 3D printing. ACS Nano 12(7):6926–693710.1021/acsnano.8b02366 ↗
21. Hee MR, Huang D, Swanson EA, Fujimoto JG (1992) Polarization-sensitive low-coherence reflectometer for birefringence characterization and ranging. J Opt Soc Am B 9(6):903–90810.1364/JOSAB.9.000903 ↗
22. Hindmarsh AC, Brown PN, Grant KE, Lee SL, Serban R, Shumaker DE, Woodward CS (2005) SUNDIALS: suite of nonlinear and differential/algebraic equation solvers. ACM Trans Math Softw (TOMS) 31(3):363–39610.1145/1089014.1089020 ↗
23. Ingber M, Mondy L (1994) A numerical study of three-dimensional Jeffery orbits in shear flow. J Rheol 38(6):1829–184310.1122/1.550604 ↗
24. Kádár R, Spirk A, Nypelö T (2021) Cellulose nanocrystal liquid crystal phases: progress and challenges in characterization using rheology coupled to optics, scattering, and spectroscopy. ACS Nano 15(5):7931–794510.1021/acsnano.0c09829 ↗
25. Kim K, Patrick Kim RA, Chowdhury Jand, Kantharaj R, Candadai A, Marconnet A, Pol V, Youngblooda J (2021) Structural orientation effect of cellulose nanocrystals (CNC) films on electrochemical kinetics and stability in lithium-ion batteries. Chem Eng J 417:12812810.1016/j.cej.2020.128128 ↗
26. Koponen A, Haavisto S (2020) Analysis of industry-related flows by optical coherence tomography–a review. Kona Powder Part J 37:42–6310.14356/kona.2020003 ↗
27. Korhonen M, Mohtaschemi M, Puisto A, Illa X, Alava MJ (2015) Apparent wall slip in non-Brownian hard-sphere suspensions. Eur Phys J E 38(5):1–910.1140/epje/i2015-15046-y ↗
28. Lasseuguette E, Roux D, Nishiyama Y (2008) Rheological properties of microfibrillar suspension of tempo-oxidized pulp. Cellulose 15:425–43310.1007/s10570-007-9184-2 ↗
29. Leahy BD, Koch DL, Cohen I (2017) Controlling the alignment of rodlike colloidal particles with time-dependent shear flows. J Rheol 61(5):979–99610.1122/1.4996009 ↗
30. Lundahl MJ, Klar V, Wang L, Mariko Ago M, Rojas OJ (2017) Aligning cellulose nanofibril dispersions for tougher fibers. Ind Eng Chem Res 56(1):8–1910.1021/acs.iecr.6b04010 ↗
31. Ma W, Chinesta F, Ammar A, Mackley M (2008) Rheological modeling of carbon nanotube aggregate suspensions. J Rheol 52(6):1311–133010.1122/1.2982932 ↗
32. Mason S, Manley RSJ (1956) Particle motions in sheared suspensions: orientations and interactions of rigid rods. Proc R Soc Lond A 238(1212):117–13110.1098/rspa.1956.0207 ↗
33. Mohammadi P, Toivonen M, Ikkala O, Wagermaierm W, Linder BM (2017) Aligning cellulose nanofibril dispersions for tougher fibers. Sci Rep 7:11860–1186910.1038/s41598-017-12107-x ↗
34. Parker R, Guidetti G, Williams C, Zhao T, Narkevicius A, Vignolini S, Frka-Petesic B (2018) The self-assembly of cellulose nanocrystals: hierarchical design of visual appearance. Adv Mater 30:170447710.1002/adma.201704477 ↗
35. Petrie CJ (1999) The rheology of fibre suspensions. J Nonnewton Fluid Mech 87(2–3):369–40210.1016/S0377-0257(99)00069-5 ↗
36. Phillips RJ, Armstrong RC, Brown RA, Graham AL, Abbott JR (1992) A constitutive equation for concentrated suspensions that accounts for shear-induced particle migration. Phys Fluids A 4(1):30–4010.1063/1.858498 ↗
37. Pignon F, Magnin A, Piau JM, Fuller G (2003) The orientation dynamics of rigid rod suspensions under extensional flow. J Rheol 47(2):371–38810.1122/1.1545071 ↗
38. Pujari S, Rahatekar S, Gilman J, Koziol K, Windle A, Burghardt W (2011) Shear-induced anisotropy of concentrated multiwalled carbon nanotube suspensions using x-ray scattering. J Rheol 55:1033–105810.1122/1.3609854 ↗
39. Reising A, Moon R, Youngblood J (2012) Effect of particle alignment on mechanical properties of neat cellulose nanocrystal films. J Sci Technol For Prod Process 2(6):32–41
40. Rosén T, Brouzet C, Roth SV, Lundell F, Söderberg LD (2018) Three-dimensional orientation of nanofibrils in axially symmetric systems using small-angle x-ray scattering. J Phys Chem C 122(12):6889–689910.1021/acs.jpcc.7b11105 ↗
41. Rosén T, Wang R, Zhan C, He H, Chodankar S, Hsiao BS (2020) Cellulose nanofibrils and nanocrystals in confined flow: single-particle dynamics to collective alignment revealed through scanning small-angle x-ray scattering and numerical simulations. Phys Rev E 101(3):032610–03261610.1103/PhysRevE.101.032610 ↗
42. Sawada D, Nishiyama Y, Röder T, Porcar L, Zahra H, Trogen M, Sixta H, Hummel M (2021) Process-dependent nanostructures of regenerated cellulose fibres revealed by small angle neutron scattering. Polymer 218(18):12351010.1016/j.polymer.2021.123510 ↗
43. Sepehr M, Carreau PJ, Moan M, Ausias G (2004) Rheological properties of short fiber model suspensions. J Rheol 48(5):1023–104810.1122/1.1773783 ↗
44. Shafiei-Sabet S, Hamad WY, Hatzikiriakos SG (2012) Rheology of nanocrystalline cellulose aqueous suspensions. Langmuir 28(49):17124–1713310.1021/la303380v ↗
45. Shrestha S, Montes F, Schueneman GT, Snyder JF, Youngblood JP (2018) Effects of aspect ratio and crystal orientation of cellulose nanocrystals on properties of poly(vinyl alcohol) composite fibers. Compos Sci Technol 167:482–48810.1016/j.compscitech.2018.08.032 ↗
46. Swanson E, Lin C, Schuman J, Stinson W, Chang W, Hee M, Flotte T, Gregory K, Puliafito C, Fujimoto J (1991) Optical coherence tomography. Science 254:1178–118110.1126/science.1957169 ↗
47. Tatsumi M, Teramoto Y, Nishio Y (2015) Different orientation patterns of cellulose nanocrystal films prepared from aqueous suspensions by shearing under evaporation. Cellulose 22:2983–299210.1007/s10570-015-0722-z ↗
48. Tsvetkov NV, Lebedeva EV, Lezov AA, Perevyazko I, Petrov MP, Mikhailova ME, Lezova AA, Torlopov MA, Krivoshapkin V (2017) Hydrodynamic and optical characteristics of hydrosols of cellulose nanocrystals. Colloid Polym Sci 295:13–2410.1007/s00396-016-3975-7 ↗
49. Wiesauer K, Pircher M, Götzinger E, Hitzenberger CK, Engelke R, Ahrens G, Grützner G, Stifter D (2006) Transversal ultrahigh-resolution polarization-sensitive optical coherence tomography for strain mapping in materials. Opt Express 14(13):5945–595310.1364/OE.14.005945 ↗