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Development of a Digital Twin of the Extruder for Production of Filament from Low Density Polyethylene

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Chemistry and Technology of Fuels and Oils Aims and scope

On the basis of the characteristics of low-density polyethylene determined experimentally from the geometric dimensions of the extruder parts and COMSOL MULTIPHYSICS software a digital model of the apparatus was created, and the flow rate of the polymer melt from the extruder nozzle was calculated hydrodynamically. The agreement between the experimentally measured polymer flow rate and the value obtained from the model lies within the permissible error. This establishes the adequacy of the digital twin model, which will be used to predict the viscosity characteristics of composite materials based on low-density polyethylene and the technological regimes of their production by blending in the extruder.

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References

  1. Representatives of the country’s leading enterprises and technical universities discuss trends in the development of domestic engineering analysis software [in Russian]. https://pish.spbstu.ru/news/8641 (accessed November 29, 2023).

  2. COMSOL: Multiphysics modeling and optimization package [in Russian]. https://www.comsol.ru/ (accessed November 29, 2023).

  3. “This can be done endlessly” [in Russian]: transition to data-driven at SIBUR. https://www.jetinfo.ru/interviews/etimmozhno-zanimatsya-beskonechno-perehod-na-data-driven-v-sibure/ (accessed November 29, 2023).

  4. Mathematical modeling for the effective design of new devices and systems. Part 2 [in Russian]. https://integral-russia.ru/2022/03/02/matematicheskoe-modelirovanie-na-sluzhbe-effektivnogo-proektirovaniya-novyh-ustrojstv-i-sistem-chast-2/ (accessed November 29, 2023).

  5. C. Cimino, E. Negri, L. Fumagalli, Review of digital twin applications in manufacturing, Comput. Ind.. 113, 103130 (2019).

    Article  Google Scholar 

  6. A. Sarishvili, D. Just, K. Moser, A. Wirsen, J. Diemert, M. Jirstrand, Plastic Extrusion Process Optimization by Digital Twins. Chemie Ingenieur Technik, 93, 1949–1954 (2021).

    Article  CAS  Google Scholar 

  7. TI Zohdi, Dynamic thermomechanical modeling and simulation of the design of rapid free-form 3D printing processes with evolutionary machine learning, Comput. Methods Appl. Mech. Eng., 331, 343–362 (2018).

    Article  Google Scholar 

  8. M. Moretti, N. Senin, In-process monitoring of part warpage in fused filament fabrication through analysis of the repulsive force acting on the extruder. Addit Manuf., 49, 102505 (2022).

    Google Scholar 

  9. X. Liu, C. Kan, Z. Ye, Real-time multiscale prediction of structural performance in material extrusion additive manufacturing. Addit Manuf., 49, 102503 (2022).

    CAS  Google Scholar 

  10. T. Hachimi, N. Naboulsi, F. Majid, R. Rhanim, I. Mrani, H. Rhanim, Design and Manufacturing of a 3D printer filaments extruder. Procedia Structural Integrity, 33, 907–916 (2021).

    Article  Google Scholar 

  11. A. Gaspar-Cunha, J. A. Covas, J. Sikora, Optimization of Polymer Processing: A Review (Part I—Extrusion). Materials, 15, 384 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. K. Wilczyński, K. Buziak, K. Wilczyński, A. Lewandowski, A. Nastaj, Computer Modeling for Single-Screw Extrusion of Wood–Plastic Composites. Polymers (Basel), 10, 295 (2018).

  13. A. Nastaj, K. Wilczyński, Optimization and Scale-Up for Polymer Extrusion. Polymers, 13, 1547 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. D. Horst, C. Duvoisin, R. Vieira, Additive Manufacturing at Industry 4.0: a Review, International Journal of Engineering and Technical Research, 8, 3-8 (2018).

  15. G. Avveanturoso, R. Foresti, M. Silvestri, E. M. Frazzon, Production paradigms for additive manufacturing systems: A simulation-based analysis, 2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC), IEEE (2017), pp. 973–81.

  16. GOST 16337-77, amended 1-3. High pressure polyethylene. Technical conditions [in Russian].

  17. G. Vetter, Industrial Chemistry Library, 9, 1-15 (2001).

    Article  Google Scholar 

  18. M. K. J. E. Exconde, J. A. A. Co, J. Z. Manapat, E. R. Magdaluyo, Materials Selection of 3D Printing Filament and Utilization of Recycled Polyethylene Terephthalate (PET) in a Redesigned Breadboard, Procedia CIRP, 84, 28-32 (2019).

    Article  Google Scholar 

  19. Study of rheological properties of polymers, n.d. https://pandia.ru/text/78/161/9333.php?ysclid=lna6haxy52468888608 (accessed November 29, 2023).

  20. Three-dimensional modeling system “Compass 3D” n.d. https://ascon.ru/products/kompas-3d/ (accessed November 29, 2023).

  21. PLA Printing: A Practical Search for Maximum, Acceptable and Optimal Print Speeds. n.d. https://3dtoday.ru/blogs/sakkra2005/pecat-pla-prakticeskii-poisk-maksimalnoi-dopustimoi-i-optimalnoi-skorostei-pecati?ysclid=lonlwmoada458429608 (accessed November 29, 2023).

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Correspondence to K. G. Kichatov.

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Translated from Khimiya i Tekhnologiya Topliv i Masel, No. 1, pp. 38–42, January–February, 2024.

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Gumerov, I.I., Ivlev, A.K., Kichatov, K.G. et al. Development of a Digital Twin of the Extruder for Production of Filament from Low Density Polyethylene. Chem Technol Fuels Oils 60, 37–42 (2024). https://doi.org/10.1007/s10553-024-01654-5

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