Linking Processing Parameters and Rheology to Optimize Additive Manufacturing of k-Carrageenan Gel Systems
Abstract
:1. Introduction
2. Materials and Methods
3. Results and Discussion
3.1. Characterization of the 3D Printer’s Thermal History
3.2. Rheological Measurements and Optimization of the Printing Process Parameters
3.2.1. Extrusion Temperature
3.2.2. Extrusion and Printing Times
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Campbell, T.; Williams, C.; Ivanova, O.; Garrett, B. Could 3D Printing Change the World. Technologies, Potential, and Implications of Additive Manufacturing; Atlantic Council: Washington, DC, USA, 2011; Volume 3. [Google Scholar]
- Flagiello, D.; Tammaro, D.; Erto, A.; Maffettone, P.L.; Lancia, A.; Di Natale, F. Foamed structured packing for mass-transfer equipment produced by an innovative 3D printing technology. Chem. Eng. Sci. 2022, 260, 117853. [Google Scholar] [CrossRef]
- Liu, Z.; Bhandari, B.; Prakash, S.; Mantihal, S.; Zhang, M. Linking Rheology and Printability of a Multicomponent Gel System of Carrageenan-Xanthan-Starch in Extrusion Based Additive Manufacturing. Food Hydrocoll. 2019, 87, 413–424. [Google Scholar] [CrossRef]
- Tammaro, D.; Della Gatta, R.; Villone, M.M.; Maffettone, P.L. Continuous 3D Printing of Hierarchically Structured Microfoamed Objects. Adv. Eng. Mater. 2022, 24, 2101226. [Google Scholar] [CrossRef]
- Tammaro, D.; Detry AL, H.; Landonfi, L.; Napolitano, F.; Villone, M.M.; Maffettone, P.L.; Squillace, A. Bio-Lightweight Structures by 3D Foam Printing. In Proceedings of the IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI), Naples, Italy, 6–9 September 2021; IEEE: Piscataway, NJ, USA, 2021; pp. 47–51. [Google Scholar]
- Vasco, J.C. Additive Manufacturing for the Automotive Industry. Addit. Manuf. 2021, 505–530. [Google Scholar] [CrossRef]
- Blakey-Milner, B.; Gradl, P.; Snedden, G.; Brooks, M.; Pitot, J.; Lopez, E.; Leary, M.; Berto, F.; du Plessis, A. Metal Additive Manufacturing in Aerospace: A Review. Mater. Des. 2021, 209, 110008. [Google Scholar] [CrossRef]
- He, Y.; Yang, F.; Zhao, H.; Gao, Q.; Xia, B.; Fu, J. Research on the Printability of Hydrogels in 3D Bioprinting. Sci. Rep. 2016, 6, 29977. [Google Scholar] [CrossRef]
- Pedde, R.D.; Mirani, B.; Navaei, A.; Styan, T.; Wong, S.; Mehrali, M.; Thakur, A.; Mohtaram, N.K.; Bayati, A.; Dolatshahi-Pirouz, A.; et al. Emerging Biofabrication Strategies for Engineering Complex Tissue Constructs. Adv. Mater. 2017, 29, 1606061. [Google Scholar] [CrossRef] [PubMed]
- Ngo, T.D.; Kashani, A.; Imbalzano, G.; Nguyen, K.T.Q.; Hui, D. Additive Manufacturing (3D Printing): A Review of Materials, Methods, Applications and Challenges. Compos. Part B Eng. 2018, 143, 172–196. [Google Scholar] [CrossRef]
- Derby, B. Printing and Prototyping of Tissues and Scaffolds. Science 2012, 338, 921–926. [Google Scholar] [CrossRef] [Green Version]
- Inselman, D.W.; Medberry, C.J.; Czaja, W.K. Bacterially Derived Medical Devices: How Commercialization of Bacterial Nanocellulose and Other Biofabricated Products Requires Challenging of Standard Industrial Practices. J. Biomed. Mater. Res. Part B Appl. Biomater. 2021, 109, 1953–1959. [Google Scholar] [CrossRef]
- Lipton, J.; Arnold, D.; Nigl, F.; Lopez, N.; Cohen, D.; Norén, N.; Lipson, H. Multi-Material Food Printing with Complex Internal Structure Suitable for Conventional Post-Processing. In International Solid Freeform Fabrication Symposium; University of Texas: Austin, TX, USA, 2011. [Google Scholar]
- Kruth, J.P.; Leu, M.C.; Nakagawa, T. Progress in Additive Manufacturing and Rapid Prototyping. CIRP Ann. 1998, 47, 525–540. [Google Scholar] [CrossRef]
- Jungst, T.; Smolan, W.; Schacht, K.; Scheibel, T.; Groll, J. Strategies and Molecular Design Criteria for 3D Printable Hydrogels. Chem. Rev. 2016, 116, 1496–1539. [Google Scholar] [CrossRef] [PubMed]
- Levato, R.; Jungst, T.; Scheuring, R.G.; Blunk, T.; Groll, J.; Malda, J. From Shape to Function: The Next Step in Bioprinting. Adv. Mater. 2020, 32, 1906423. [Google Scholar] [CrossRef]
- Diañez, I.; Gallegos, C.; Brito-de La Fuente, E.; Martínez, I.; Valencia, C.; Sánchez, M.C.; Franco, J.M. 3D Printing in Situ Gelification of κ-Carrageenan Solutions: Effect of Printing Variables on the Rheological Response. Food Hydrocoll. 2019, 87, 321–330. [Google Scholar] [CrossRef]
- Mangione, M.R.; Giacomazza, D.; Bulone, D.; Martorana, V.; San Biagio, P.L. Thermoreversible Gelation of κ-Carrageenan: Relation between Conformational Transition and Aggregation. Biophys. Chem. 2003, 104, 95–105. [Google Scholar] [CrossRef]
- Rochas, C.; Rinaudo, M. Mechanism of Gel Formation in Κ-carrageenan. Biopolymers 1984, 23, 735–745. [Google Scholar] [CrossRef]
- Yuguchi, Y.; Thu Thuy, T.T.; Urakawa, H.; Kajiwara, K. Structural Characteristics of Carrageenan Gels: Temperature and Concentration Dependence. Food Hydrocoll. 2002, 16, 515–522. [Google Scholar] [CrossRef]
- Robinson, G.; Morris, E.R.; Rees, D.A. Role of Double Helices in Carrageenan Gelation: The Domain Model. J. Chem. Soc. Chem. Commun. 1980, 4, 152–153. [Google Scholar] [CrossRef]
- Liu, S.; Huang, S.; Li, L. Thermoreversible gelation and viscoelasticity of κ-carrageenan hydrogels. J. Rheol. 2016, 60, 203–214. [Google Scholar] [CrossRef]
- Shao, Y.; Chaussy, D.; Grosseau, P.; Beneventi, D. Use of Microfibrillated Cellulose/Lignosulfonate Blends as Carbon Precursors: Impact of Hydrogel Rheology on 3D Printing. Ind. Eng. Chem. Res. 2015, 54, 10575–10582. [Google Scholar] [CrossRef]
- Yang, F.; Zhang, M.; Bhandari, B.; Liu, Y. Investigation on lemon juice gel as food material for 3D printing and optimization of printing parameters. LWT 2018, 87, 67–76. [Google Scholar] [CrossRef] [Green Version]
- Lee, S.C.; Gillispie, G.; Prim, P.; Lee, S.J. Physical and Chemical Factors Influencing the Printability of Hydrogel-Based Extrusion Bioinks. Chem. Rev. 2020, 120, 10834–10886. [Google Scholar] [CrossRef]
- Kim, H.W.; Bae, H.; Park, H.J. Classification of the Printability of Selected Food for 3D Printing: Development of an Assessment Method Using Hydrocolloids as Reference Material. J. Food Eng. 2017, 215, 23–32. [Google Scholar] [CrossRef]
- Werner, J.; Aburaia, M.; Raschendorfer, A.; Lackner, M. MeshSlicer: A 3D-Printing Software for Printing 3D-Models with a 6-Axis Industrial Robot. Procedia CIRP 2021, 99, 110–115. [Google Scholar] [CrossRef]
- Liu, Z.; Xing, X.; Xu, D.; Chitrakar, B.; Hu, L.; Hati, S.; Mo, H.; Li, H. Correlating Rheology with 3D Printing Performance Based on Thermo-Responsive κ-Carrageenan/Pleurotus Ostreatus Protein with Regard to Interaction Mechanism. Food Hydrocoll. 2022, 131, 107813. [Google Scholar] [CrossRef]
- Lee, J.-Y.; An, J.; Kai Chua, C. Fundamentals and Applications of 3D Printing for Novel Materials. Appl. Mater. Today 2017, 7, 120–133. [Google Scholar] [CrossRef]
- Fernandes, P.B.; Gonçalves, M.P.; Doublier, J.L. Influence of locust bean gum on the rheological properties of kappa-carrageenan systems in the vicinity of the gel point. Carbohydr. Polym. 1993, 22, 99–106. [Google Scholar] [CrossRef]
- Godoi, F.C.; Prakash, S.; Bhandari, B.R. 3D printing technologies applied for food design: Status and prospects. J. Food Eng. 2016, 179, 44–54. [Google Scholar] [CrossRef] [Green Version]
- Tammaro, D. Rheological characterization of complex fluids through a table-top 3D printer. Rheologica Acta 2022, 1, 1–12. [Google Scholar] [CrossRef]
- Tytgat, L.; Van Damme, L.; Arevalo MD, P.O.; Declercq, H.; Thienpont, H.; Otteveare, H.; Van Vlierberghe, S. Extrusion-based 3D printing of photo-crosslinkable gelatin and κ-carrageenan hydrogel blends for adipose tissue regeneration. Int. J. Biol. Macromol. 2019, 140, 929–938. [Google Scholar] [CrossRef] [Green Version]
- Iijima, M.; Takahashi, M.; Hatakeyama, T.; Hatakeyama, H. Detailed investigation of gel–sol transition temperature of κ-carrageenan studied by DSC, TMA and FBM. J. Therm. Anal. Calorim. 2013, 114, 895–901. [Google Scholar] [CrossRef]
- Tao, H.; Guo, L.; Qin, Z.; Yu, B.; Wang, Y.; Li, J.; Wang, Z.; Shao, X.; Dou, G.; Cui, B. Textural characteristics of mixed gels improved by structural recombination and the formation of hydrogen bonds between curdlan and carrageenan. Food Hydrocoll. 2022, 129, 107678. [Google Scholar] [CrossRef]
- Yang, Z.; Yang, H.; Yang, H. Characterisation of rheology and microstructures of κ-carrageenan in ethanol-water mixtures. Food Res. Int. 2018, 107, 738–746. [Google Scholar] [CrossRef] [PubMed]
- Yang, Z.; Yang, H.; Yang, H. Effects of sucrose addition on the rheology and microstructure of κ-carrageenan gel. Food Hydrocoll. 2018, 75, 164–173. [Google Scholar] [CrossRef]
- Nishinari, K.; Watase, M. Effects of sugars and polyols on the gel-sol transition of kappa-carrageenan gels. Thermochim. Acta 1991, 206, 149–161. [Google Scholar] [CrossRef]
- Iijima, M.; Hatakeyama, T.; Takahashi, M.; Hatakeyama, H. Effect of thermal history on kappa-carrageenan hydrogelation by differential scanning calorimetry. Thermochim. Acta 2006, 452, 53–58. [Google Scholar] [CrossRef]
- Nishinari, K.; Watase, M.; Williams, P.; Phillips, G. kappa-Carrageenan gels: Effect of sucrose, glucose, urea, and guanidine hydrochloride on the rheological and thermal properties. J. Agric. Food Chem. 1990, 38, 1188–1193. [Google Scholar] [CrossRef]
- Tammaro, D.; Villone, M.M.; Maffettone, P.L. Microfoamed Strands by 3D Foam Printing. Polymers 2022, 14, 3214. [Google Scholar] [CrossRef]
Experiment | τ (min) | ||
---|---|---|---|
(a) | 40.1 | 30.2 | 6.6 |
(b) | 24.3 | 21.0 | 0.76 |
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Russo Spena, S.; Grizzuti, N.; Tammaro, D. Linking Processing Parameters and Rheology to Optimize Additive Manufacturing of k-Carrageenan Gel Systems. Gels 2022, 8, 493. https://doi.org/10.3390/gels8080493
Russo Spena S, Grizzuti N, Tammaro D. Linking Processing Parameters and Rheology to Optimize Additive Manufacturing of k-Carrageenan Gel Systems. Gels. 2022; 8(8):493. https://doi.org/10.3390/gels8080493
Chicago/Turabian StyleRusso Spena, Simona, Nino Grizzuti, and Daniele Tammaro. 2022. "Linking Processing Parameters and Rheology to Optimize Additive Manufacturing of k-Carrageenan Gel Systems" Gels 8, no. 8: 493. https://doi.org/10.3390/gels8080493