Surrogate 3D printing with defined precision
Authors: Svinareva A.M. | |
Published in issue: #8(49)/2020 | |
DOI: 10.18698/2541-8009-2020-8-637 | |
Category: Informatics, Computer Engineering and Control | Chapter: Automation, Control of Technological Processes, and Industrial Control |
|
Keywords: additive technologies, STL file, 3D printing, 3D modeling, printing accuracy, surrogate modeling, prototyping, SolidWorks, computer-aided design, optimization |
|
Published: 22.09.2020 |
The article reveals main features of 3D modeling for further 3D printing with plastic and possible problems of additive technologies, as well as their solutions. A description of possible methods for improving the quality of a printed part and increasing the accuracy of printing on a 3D printer is given. The paper considers programs for preparing and optimizing a three-dimensional model before printing on a 3D printer. The authors gave a concept of surrogate modeling, studied the possibility of using surrogate modeling to increase the accuracy of three-dimensional printing and described a strategy for creating such a model. A surrogate model has been obtained, which can be entered into the program for slicing layers for further printing with greater printing accuracy.
References
[1] Evans B. Practical 3D printers. The science and art of 3D printing. Apress, 2012.
[2] Mikhaylova A.E., Doshina A.D. 3D-printer — future technology. Molodoy uchenyy [Young Scientist], 2015, no. 20(100), pp. 40–44 (in Russ.).
[3] Additivnye tekhnologii i additivnoe proizvodstvo [Additive technologies and additive production]. 3d.globatek.ru: website (in Russ.). URL: https://3d.globatek.ru/world3d/additive_tech (accessed: 10.05.2020).
[4] Problemy kachestva 3D pechati i metody ustraneniya [3D quality problems and methods for solving them]. myshop3d.ru: website (in Russ.). URL: https://myshop3d.ru/page/Problemy-kachestva-3D-pechati-i-metody-ustraneniya (accessed: 12.05.2020).
[5] Osnovy 3D-modelirovaniya dlya 3D-pechati [3D modelling foundations for 3D printing]. habr.com: website (in Russ.). URL: https://habr.com/ru/post/417605 (accessed: 05.05.2020).
[6] Pravila 3D-modelirovaniya dlya 3D-pechati [3D modelling rules for 3D printing]. cubicprints.ru: website (in Russ.). URL: https://www.cubicprints.ru/tutorials/pravila-3d-modelirovaniya-dlya-3d-pechati (accessed: 05.05.2020).
[7] Luchshie slaysery dlya 3D-printera na russkom i angliyskom yazyke [The best slicers for 3D printer in Russian and English]. top3dshop.ru: website (in Russ.). URL: https://top3dshop.ru/blog/best-slicers-for-3d-printer-rus-eng.html (accessed: 12.05.2020).
[8] Tri priema raboty v SOLIDWORKS pri modelirovanii detaley dlya 3D [Three SOLIDWORKS procedures at parts modelling for 3D]. 3-info.ru: website (in Russ.). URL: https://3-info.ru/post.php?post=11059 (accessed: 05.05.2020).
[9] 3D pechat’ v Blender: sozdanie podkhodyashchey modeli [3D printing in Blender: making proper model]. openarts.ru: website (in Russ.). URL: https://openarts.ru/blender-3d-printing-modeling (accessed: 05.05.2020).
[10] Programmy dlya 3D-printera: modelirovanie, slaysery, pechat’ [Programs for 3D printer: modelling, slicers, printing]. top3dshop.ru: website (in Russ.). URL: https://top3dshop.ru/blog/reviews/3d-printer-programs-modelling-slicing-fixing-printing.html (accessed: 05.05.2020).
[11] Fedorenko V.F., Golubev. I.G. Perspektivy primeneniya additivnykh tekhnologiy pri proizvodstve i tekhnicheskom servise sel’skokhozyaystvennoy tekhniki [Application prospects of additive technologies at production and maintenance of agricultural machinery]. Moscow, Yurayt Publ., 2019 (in Russ.).
[12] Programmy dlya 3D-printera [Programs for 3D printer]. 3dpt.ru: website (in Russ.). URL: https://3dpt.ru/page/soft (accessed: 05.05.2020).
[13] Vanderpol R. Testing 3D printer accuracy. Objet24 tolerance analysis. URL: https://mindtribe.com/2016/09/our-trusty-creators-error-aka-objet24-tolerance-analysis (accessed05.05.2020).
[14] Wu J. Study on optimization of 3D printing parameters. IOP Conf. Ser.: Mater. Sci. Eng., 2018, vol. 392, no. 6, art. 062050. DOI: https://doi.org/10.1088/1757-899X/392/6/062050
[15] Bazin M.M., Othman M.Z.M., Padzi M.M., et al. Optimisation of 3D printing parameter for improving mechanical strength of ABS printed parts. Int. J. Mech. Eng. Technol., 2019, vol. 10, no. 1, pp. 255–260.
[16] Bouhlel M.A., Hwang J.T., Bartoli N., et al. A Python surrogate modeling framework with derivatives. Adv. Eng. Softw., 2019, vol. 135, art. 102662. DOI: https://doi.org/10.1016/j.advengsoft.2019.03.005
[17] Kuleshov A.P., Bernshteyn A.V., Burnaev E.V. Adaptivnye modeli slozhnykh sistem na osnove obrabotki dannykh [Adaptive models of complex systems based on data processing]. Mat. 3-y Mezhd. konf. po induktivnomu modelirovaniyu [Proc. 3rd Int. Conf. on Inductive Modelling]. Kiev, 2010, pp. 64–71 (in Russ.).
[18] Burnaev E.V., Prikhod’ko P.V. Surrogate models methodology for approximation of spatially nonuniform functions. Trudy MFTI, 2013, vol. 5, no. 4, pp. 122–132 (in Russ.).