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Structural design and heat transfer analysis of twin-screw extrusion 3D printer

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Abstract

Multi-material fused deposition 3D printing has the unique ability to maintain complex shapes and add special properties. However, the narrow selection of consumable materials, low printing efficiency, and poor performance of the finished products limit the application scope of this technology. In this paper, we propose a twin-screw extrusion 3D printing system that can print a variety of powdered or granular materials, including environmentally friendly biomass particles, metal particles, and thermoplastics, and that enables the mixing of heterogeneous materials. Then we investigate the heat transfer and rheological properties of the system’s material extrusion process. Through the coupled thermal-fluid-solid multi-physical field simulation of the nozzle system, we qualitatively and quantitatively study the transport law and thermal flow field distribution characteristics of the material within the extrusion system, analyze the transport and melting mechanism of the hot melt in the runner during the extrusion process, and obtain the mechanism of the influence of the structural design parameters and the 3D printing process parameters on the transient flow field characteristics and mixing performance. When the screw’s outer diameter is 20 mm and the speed range is 5–25 r/min, the nozzle extrusion flow rate is 2.45–20.15 mm3/s, and the printing efficiency is 3–4 times that of traditional wire printing. The flow field characteristic parameters are optimal when the screw lead is 24–36 mm, and the material extrusion effect is best when the rotational speed is 8–15 r/min. The heat flow field distribution in the extrusion system is stable, the speed distribution is reasonable, and the temperature field distribution is uniform. There is no solution reflux or overflow at the nozzle, the nozzle is not blocked, and the material can be extruded at constant temperature and pressure. The strength of the twin-screw is within the allowable range, the mixing performance is good, and the material can be transported forward with positive displacement. The maximum thermal deformation of the nozzle is 0.09861 mm, which is much smaller than the maximum deformation precision of 0.2 mm, indicating that the screw and nozzle are reasonably designed. The simulation proves the reasonableness of the calculation results.

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Data availability

The datasets used or analyzed during the current study are available from the corresponding author upon reasonable request.

Code availability

Not applicable.

References

  1. Khosravani MR, Berto F, Ayatollahi MR, Reinicke T (2022) Characterization of 3D-printed PLA parts with different raster orientations and printing speeds [J]. Sci Rep 12(1):1016

    Article  CAS  PubMed  PubMed Central  ADS  Google Scholar 

  2. Andreu A, Kim S, Dittus J, Friedmann M, Fleischer J, Yoon YJ (2022) Hybrid material extrusion 3D printing to strengthen interlayer adhesion through hot rolling [J]. Addit Manuf 55:102773

    Google Scholar 

  3. Rais MH, Li Y, Ahmed I (2021) Dynamic-thermal and localized filament-kinetic attacks on fused filament fabrication based 3D printing process [J]. Addit Manuf 46:102200

    Google Scholar 

  4. Khosravani MR, Reinicke T (2020) 3D-printed sensors: current progress and future challenges [J]. Sensors Actuators A: Phys 305:111916

    Article  CAS  Google Scholar 

  5. Shin S, Ko B, So H (2022) Structural effects of 3D printing resolution on the gauge factor of microcrack-based strain gauges for health care monitoring [J]. Microsyst Nanoeng 8(1):12

    Article  PubMed  PubMed Central  ADS  Google Scholar 

  6. Kerekes TW, Lim H, Joe WY, Yun GJ (2019) Characterization of process–deformation/damage property relationship of fused deposition modeling (FDM) 3D-printed specimens [J]. Addit Manuf 25:532–544

    Google Scholar 

  7. Yeole P, Hassen AA, Kim S, Lindahl J, Kunc V, Franc A, Vaidya U (2020) Mechanical characterization of high-temperature carbon fiber-polyphenylene sulfide composites for large area extrusion deposition additive manufacturing [J]. Addit Manuf 34:101255

    CAS  Google Scholar 

  8. Helú MAB, Liu L (2021) Fused deposition modeling (FDM) based 3D printing of microelectrodes and multi-electrode probes [J]. Electrochim Acta 365:137279

    Article  Google Scholar 

  9. Deb D, Jafferson JM (2021) Natural fibers reinforced FDM 3D printing filaments [J]. Mater Today: Proc 46:1308–1318

    CAS  Google Scholar 

  10. Ju Q, Tang Z, Shi H, Zhu Y, Shen Y, Wang T (2022) Thermoplastic starch based blends as a highly renewable filament for fused deposition modeling 3D printing [J]. Int J Biol Macromolec 219:175–184

    Article  CAS  Google Scholar 

  11. Fekete I, Ronkay F, Lendvai L (2021) Highly toughened blends of poly(lactic acid) (PLA) and natural rubber (NR) for FDM-based 3D printing applications: the effect of composition and infill pattern [J]. Polym Test 99:107205

    Article  CAS  Google Scholar 

  12. Liu T, Tian X, Zhang Y, Cao Y, Li D (2020) High-pressure interfacial impregnation by micro-screw in-situ extrusion for 3D printed continuous carbon fiber reinforced nylon composites [J]. Compo Part A: App Sci Manuf 130:105770

    Article  CAS  Google Scholar 

  13. Justino Netto JM, Idogava HT, Frezzatto Santos LE, Silveira ZC, Romio P, Alves JL (2021) Screw-assisted 3D printing with granulated materials: a systematic review [J]. Int J Adv Manuf Technol 115(9):2711–2727

    Article  PubMed  PubMed Central  Google Scholar 

  14. Alexandre A, Cruz Sanchez FA, Boudaoud H, Camargo M, Pearce JM (2020) Mechanical properties of direct waste printing of polylactic acid with universal pellets extruder: comparison to fused filament fabrication on open-source desktop three-dimensional printers [J]. 3D Print Addit Manuf 7(5):237–247

    Article  Google Scholar 

  15. Hertle S, Kleffel T, Wörz A, Drummer D (2020) Production of polymer-metal hybrids using extrusion-based additive manufacturing and electrochemically treated aluminum [J]. Addit Manuf 33:101135

    CAS  Google Scholar 

  16. Zhang P, Wang Z, Li J, Li X, Cheng L (2020) From materials to devices using fused deposition modeling: a state-of-art review[J]. Nanotechnol Rev 9(1):1594–1609

    Article  CAS  Google Scholar 

  17. Emin M A, Wittek P, Schwegler Y (2021) Numerical analysis of thermal and mechanical stress profile during the extrusion processing of plasticized starch by non-isothermal flow simulation. J Food Eng 294:110407

  18. Mours M, Reinelt D, Wagner HG, Gilbert N, Hofmann J (2022) Melt Conveying in co-rotating twin screw extruders experiment and numerical simulation [J]. Int Polym Process 15(2):124–132

    Article  Google Scholar 

  19. Leng J, Wu JJ, Chen N, Xu X, Zhang J (2020) The development of a conical screw-based extrusion deposition system and its application in fused deposition modeling with thermoplastic polyurethane [J]. Rapid Prototyp J 26(2):409–417

    Article  Google Scholar 

  20. Ma HP, Jiao ZW, Wang CS, Luo B, Yang WM (2020) The forming process of polymer melt droplet deposition three-dimensional printing [J]. Polym Eng Sci 60(8):1866–1876

    Article  CAS  Google Scholar 

  21. Patel A, Taufik M (2022) Extrusion-based technology in additive manufacturing: a comprehensive review. Arab J Sci Eng. https://doi.org/10.1007/s13369-022-07539-1

  22. Lv XC, Hao XL, Ou RX, Liu T, Guo CG, Wang QW, Yi X, Sun LC (2021) Rheological properties of wood-plastic composites by 3D numerical simulations: different components. Forests 12:417

  23. Stritzinger U, Roland W, Berger-Weber G, Steinbichler G (2022) Modeling melt conveying and power consumption of co-rotating twin-screw extruder kneading blocks: part A. Data generation [J]. Polym Eng Sci 62(11):3721–3745

    Article  CAS  Google Scholar 

  24. Wesholowski J, Podhaisky H, Thommes M (2019) Comparison of residence time models for pharmaceutical twin-screw-extrusion processes[J]. Powder Technol 341:85–93

    Article  CAS  Google Scholar 

  25. Mours M, Reinelt D, Wagner H G, Gilbert N, Hofmannl (2022) Melt Conveying in co-rotating twin screw extruders experiment and numerical simulation [J]. Int Polym Process 15(2):124-132

  26. Wang C, Wang BQ, Liu MK, Xing ZW (2022) A review of recent research and application progress in screw machines. Machines 10:62

  27. Wei J, Liang XL, Chen D (2014) Evolution of rotor profile and its mixing performance of dual screw extruder. Chin J Mech Eng 50(15):34–44

    Article  Google Scholar 

  28. Wang J, Wu M, Cui F, Tan QP, Wang ZL (2020) Research of a novel eccentric involute rotor and its performance analysis for twin-screw vacuum pumps. Vacuum 176:109309

  29. Hu WF, He ZL, Li DT, Ma K, Xing ZW (2022) Geometry of intersecting-axis conical twin-screw rotors [J]. Mechan Mach Theory 174

  30. Liu HL, Ricart B, Stanton C, Smith-Goettler B, Luke V, O’Connor T, Lee S, Yoon S (2019) Design space determination and process optimization in at-scale continuous twin screw wet granulation [J]. Comput Chem Eng 125:271–286

    Article  CAS  Google Scholar 

  31. Wang J, Wei SH, Sha RD, Liu HJ, Wang ZL (2019) Design methodology of a new smooth rotor profile of the screw vacuum pump [J]. Vacuum 159:456–463

    Article  CAS  ADS  Google Scholar 

  32. Pradhan SU, Zhang YY, Li JY, Litster JD, Wassgren CR (2019) Tailored granule properties using 3D printed screw geometries in twin screw granulation [J]. Powder Technol 341:75–84

    Article  CAS  Google Scholar 

  33. Kowalski RJ, Pietrysiak E, Ganjyal GM (2021) Optimizing screw profiles for twin-screw food extrusion processing through genetic algorithms and neural networks. J Food Eng 303:110589

  34. Hinz J, Helmig J, Moller M, Elgeti S (2020) Boundary-conforming finite element methods for twin-screw extruders using splinebased parameterization techniques. Comput Methods App Mech Eng 361:112740

  35. Liu H, Liu J (1994) Approximate solutions for melt-conveying flow field and melt-conveying performances of a closely intermeshing counter-rotating twin-screw extruder [J]. Chin Synth Resin Plast 04:35–40

    CAS  ADS  Google Scholar 

  36. Jiang Z, Diggle B, Tan ML, Viktorova J, Bennett CW, Connal LA (2020) Extrusion 3D printing of polymeric materials with advanced properties. Adv Sci 7:2001379

  37. Shaqour B, Abuabiah M, Abdel-Fattah S, Juaidi A, Abdallah R, Abuzaina W, Qarout M, Verleije B, Cos P (2021) Gaining a better understanding of the extrusion process in fused filament fabrication 3D printing: a review [J]. Int J Adv Manuf Technol 114(5–6):1279–1291

    Article  Google Scholar 

  38. Geng P, Zhao J, Wu W, Ye W, Wang Y, Wang S, Zhang S (2019) Effects of extrusion speed and printing speed on the 3D printing stability of extruded PEEK filament [J]. J Manuf Process 37(JAN):266–273

    Article  Google Scholar 

  39. Wei J, Liang XL, Chen D (2014) Evolution of rotor profile and its mixing performance of dual screw extruder [J]. Chin J Mech Eng 50(15):34–44

    Article  Google Scholar 

Download references

Funding

This work was financially supported by the authors thank the support of the National Natural Science Foundation of China (Grant No. 51703121), the National Natural Science Foundation of China (Grant No. 51575442), and the Key Project of Shaanxi Provincial Science and Technology Research and Development Program (Grant No. 2021GY-275).

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Authors and Affiliations

  1. School of Mechanical and Precision Instrument Engineering of Xi’an University of Technology, No. 5 Jinhua South Road, Beilin District, Xi’an City, 710048, Shaanxi Province, China

    Wang Qin & Shujuan Li

  2. School of Mechanical Engineering of Shaanxi University of Technology, Hanzhong, 723001, Shaanxi, China

    Haiqing Bai

  3. Shaanxi Key Laboratory of Industrial Automation, Hanzhong, 723001, Shaanxi, China

    Haiqing Bai & Shikui Jia

  4. School of Materials Science and Engineering, Shaanxi University of Technology, Hanzhong, 723001, Shaanxi, China

    Shikui Jia

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  1. Wang Qin
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  2. Shujuan Li
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Contributions

Wang Qin and Shujuan Li developed the idea of the study and contributed to the acquisition and interpretation of data; Haiqing Bai participated in the design and coordination, and they helped to draft the manuscript; Shikui Jia provided a critical review and substantially revised the manuscript. All authors read and approved the final manuscript.

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Correspondence to Shujuan Li.

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Qin, W., Li, S., Bai, H. et al. Structural design and heat transfer analysis of twin-screw extrusion 3D printer. Int J Adv Manuf Technol 130, 5601–5618 (2024). https://doi.org/10.1007/s00170-024-13010-2

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  • DOI: https://doi.org/10.1007/s00170-024-13010-2

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