熔融沉积成型工艺中重叠率对打印制件顶面粗糙度的影响与分析

李俊美, 黄子帆, 张德海, 杨春晖

精密成形工程 ›› 2025, Vol. 17 ›› Issue (11) : 229-241.

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精密成形工程 ›› 2025, Vol. 17 ›› Issue (11) : 229-241. DOI: 10.3969/j.issn.1674-6457.2025.11.022
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熔融沉积成型工艺中重叠率对打印制件顶面粗糙度的影响与分析

  • 李俊美1,2, 黄子帆1,2, 张德海3,*, 杨春晖4
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Effect and Analysis of Overlap Rate on Top Surface Roughness of Printed Parts in Melt Deposition Molding Process

  • LI Junmei1,2, HUANG Zifan1,2, ZHANG Dehai3,*, YANG Chunhui4
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摘要

目的 揭示熔融沉积成型打印制件顶面波纹效应的形成机制,并建立打印制件顶面粗糙度的预测理论模型,来指导工艺参数的优化,最终实现顶面质量的精准控制。方法 首先研究打印制件顶面周期性波纹效应的产生机制,并以此建立了重叠率与顶面粗糙度的几何模型。其次,通过实验验证了不同层高和重叠率下顶面粗糙度模型的准确性,并对误差来源进行了分析。最后,在模型的基础上,阐明了层高、进料长度和打印速率等工艺参数与顶面粗糙度之间的内在联系。结果 在重叠率从0%增至临界重叠率的过程中,顶面粗糙度逐渐降低,这是因为在此过程中,重叠面积逐渐能够完全填充气隙面积。层高不仅通过改变重叠率直接影响顶面质量,还会造成气隙面积与重叠面积的相对变化速率有所差异,这双重作用是导致层高对顶面粗糙度的影响呈现显著非线性特征的主要因素。结论 挤压长丝的边缘效应是顶面粗糙度产生的根源,而重叠率是影响顶面粗糙度的关键参数。这一结论为优化打印制件的顶面粗糙度奠定了理论基础。

Abstract

The work aims to reveal the formation mechanism of the top surface ripple effect in fused deposition modeling (FDM) printed parts and establish a theoretical model for predicting top surface roughness, so as to guide process parameter optimization and ultimately achieve precise control of top surface quality. Firstly, the generation mechanism of the periodic waviness effect on the top surface of printed parts was investigated, and a geometric model related to the relationship between overlap rate and top surface roughness was established. The accuracy of the top surface roughness model was then experimentally verified for different layer heights and overlap rates, and the sources of error were analyzed. Finally, based on the model, the intrinsic relationship between process parameters such as layer height, feed length, and printing rate and top surface roughness was elucidated. As the overlap rate increased from zero to the critical overlap rate, the top surface roughness gradually decreased. This was because the overlap area gradually filled the air gap area. Layer height not only directly affected top surface quality by changing the overlap rate but also caused a difference in the relative rate of change between the air gap area and the overlap area. This dual effect was the primary factor that led to the significant nonlinear characteristics of the effect of layer height on top surface roughness. The edge effect of extruded filaments is the root cause of top surface roughness, and the overlap rate is the key parameter affecting top surface roughness. This conclusion lays a theoretical foundation for optimizing the top surface roughness of printed parts.

关键词

顶面粗糙度模型 / 挤压长丝的边缘效应 / 相邻挤压长丝间的重叠率 / 顶面波纹效应 / 顶面次生波纹 / 临界重叠率

Key words

top surface roughness model / edge effect of extruded filaments / overlap rate between adjacent extruded filaments / top surface ripple effect / top surface secondary ripples / critical overlap rate

引用本文

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李俊美, 黄子帆, 张德海, 杨春晖. 熔融沉积成型工艺中重叠率对打印制件顶面粗糙度的影响与分析[J]. 精密成形工程. 2025, 17(11): 229-241 https://doi.org/10.3969/j.issn.1674-6457.2025.11.022
LI Junmei, HUANG Zifan, ZHANG Dehai, YANG Chunhui. Effect and Analysis of Overlap Rate on Top Surface Roughness of Printed Parts in Melt Deposition Molding Process[J]. Journal of Netshape Forming Engineering. 2025, 17(11): 229-241 https://doi.org/10.3969/j.issn.1674-6457.2025.11.022
中图分类号: TP391.73   

参考文献

[1] GOLHIN A P, TONELLO R, FRISVAD J R, et al.Surface Roughness of As-Printed Polymers: A Comprehensive Review[J]. The International Journal of Advanced Manufacturing Technology, 2023, 127(3): 987-1043.
[2] SUBRAMANIYAN M, KARUPPAN S, RADHAKRISHNAN K, et al.Investigation of Wear Properties of 3D-Printed PLA Components Using Sandwich Structure-a Review[J]. Materials Today: Proceedings, 2022, 66: 1112-1119.
[3] BOTTINI L, BOSCHETTO A.Interference Fit of Material Extrusion Parts[J]. Additive Manufacturing, 2019, 25: 335-346.
[4] FISCHER M, SCHÖPPNER V. Fatigue Behavior of FDM Parts Manufactured with Ultem 9085[J]. JOM, 2017, 69(3): 563-568.
[5] RASHYID M I, JAYA M, MUFLIKHUN M A.Extreme Roughness Reduction and Ultrafine Quality of Innovative Dual Function Material Extrusion 3D Printer[J]. Rapid Prototyping Journal, 2024, 30(7): 1434-1450.
[6] ROMERO P E, ARRIBAS-BARRIOS J, RODRIGUEZ- ALABANDA O, et al.Manufacture of Polyurethane Foam Parts for Automotive Industry Using FDM 3D Printed Molds[J]. CIRP Journal of Manufacturing Science and Technology, 2021, 32: 396-404.
[7] MARTINEZ D W, ESPINO M T, CASCOLAN H M, et al.A Comprehensive Review on the Application of 3D Printing in the Aerospace Industry[J]. Key Engineering Materials, 2022, 913: 27-34.
[8] HARYŃSKA A, CARAYON I, KOSMELA P, et al. A Comprehensive Evaluation of Flexible FDM/FFF 3D Printing Filament as a Potential Material in Medical Application[J]. European Polymer Journal, 2020, 138: 109958.
[9] WEEREN R V, AGARWALA M, JAMALABAD V R, et al.Quality of Parts Processed by Fused Deposition[C]//1995 International Solid Freeform Fabrication Symposium, Austin, 1995: 314-321.
[10] KOCH C, VAN HULLE L, RUDOLPH N.Investigation of Mechanical Anisotropy of the Fused Filament Fabrication Process via Customized Tool Path Generation[J]. Additive Manufacturing, 2017, 16: 138-145.
[11] URBANIC R J, DICECCO L.Virtual Bead Representation and Surface Roughness Evaluation Challenges for Additive Manufacturing Material Extrusion Processes[J]. The International Journal of Advanced Manufacturing Technology, 2019, 102(9): 2993-3009.
[12] FISCHER D, EßBACH C, SCHÖNHERR R, et al. Improving Inner Structure and Properties of Additive Manufactured Amorphous Plastic Parts: The Effects of Extrusion Nozzle Diameter and Layer Height[J]. Additive Manufacturing, 2022, 51: 102596.
[13] HODGSON G. Slic3r Manual Flow Math[EB/OL]. (2013-12-28)[2024-12-14]. Slic3r Manual-Flow Math.
[14] JIN Y, LI H, HE Y, et al.Quantitative Analysis of Surface Profile in Fused Deposition Modelling[J]. Additive Manufacturing, 2015, 8: 142-148.
[15] WANG P, ZOU B, DING S L.Modeling of Surface Roughness Based on Heat Transfer Considering Diffusion among Deposition Filaments for FDM 3D Printing Heat-Resistant Resin[J]. Applied Thermal Engineering, 2019, 161: 114064.
[16] 黄昕龙, 花海燕, 陈世辉. FDM零件表面粗糙度偏最小二乘回归建模研究[J]. 福建工程学院学报, 2020, 18(6): 524-529.
HUANG X L, HUA H Y, CHEN S H.Research on Surface Roughness Modeling for FDM Part Based on Partial Least Squares Regression[J]. Journal of Fujian University of Technology, 2020, 18(6): 524-529.
[17] 邢佰顺. 基于FDM的3D打印表面成型机理分析及表面质量优化研究[D]. 西安: 西安理工大学, 2020.
XING B S.Analysis of 3D Printing Surface Forming Mechanism and Surface Quality Optimization Based on FDM[D]. Xi'an: Xi'an University of Technology, 2020.
[18] AHN D, KWEON J H, KWON S, et al.Representation of Surface Roughness in Fused Deposition Modeling[J]. Journal of Materials Processing Technology, 2009, 209(15/16): 5593-5600.
[19] ANGELO L, STEFANO P, MARZOLA A.Surface Quality Prediction in FDM Additive Manufacturing[J]. The International Journal of Advanced Manufacturing Technology, 2017, 93(9): 3655-3662.
[20] IANG S J, HU K, YANG Z, et al.Theoretical and Experimental Investigation on the 3D Surface Roughness of Material Extrusion Additive Manufacturing Products[J]. Polymers, 2022, 14(2): 293.
[21] KUGUNAVAR S, VIRALKA M, SANGWAN K S.Development of a Hybrid Model to Estimate Surface Roughness of 3D Printed Parts[J]. Additive Manufacturing, 2024, 92: 104368.
[22] JIN Y, DU J K, MA Z Y, et al.An Optimization Approach for Path Planning of High-Quality and Uniform Additive Manufacturing[J]. The International Journal of Advanced Manufacturing Technology, 2017, 92(1): 651-662.
[23] SCHIRMEISTER C G, HEES T, LICHT E H, et al.3D Printing of High Density Polyethylene by Fused Filament Fabrication[J]. Additive Manufacturing, 2019, 28: 152-159.
[24] LIM A, DEHGAHI S, MOHIUDDIN A, et al.Effect of Process Parameters on the Void Fraction and Tensile Strength of Polyvinyl Alcohol Produced by Fused Granulate Fabrication[J]. The International Journal of Advanced Manufacturing Technology, 2024, 134(5): 2233-2250.
[25] CAPUTO M, RASHWAN O, WARYOBA D, et al.Surface Texture and Thermo-Mechanical Properties of Material Extruded and Ironed Polylactic Acid[J]. Additive Manufacturing, 2022, 59: 103084.
[26] MUSHTAQ R T, IQBAL A, WANG Y N, et al.Parametric Effects of Fused Filament Fabrication Approach on Surface Roughness of Acrylonitrile Butadiene Styrene and Nylon-6 Polymer[J]. Materials, 2022, 15(15): 5206.
[27] BUTT J, BHASKAR R, MOHAGHEGH V.Investigating the Influence of Material Extrusion Rates and Line Widths on FFF-Printed Graphene-Enhanced PLA[J]. Journal of Manufacturing and Materials Processing, 2022, 6(3): 57.
[28] CÔTÉ R, DEMERS V, DEMARQUETTE N R, et al. A Strategy to Eliminate Interbead Defects and Improve Dimensional Accuracy in Material Extrusion 3D Printing of Highly Filled Polymer[J]. Additive Manufacturing, 2023, 68: 103509.
[29] CHAND R, SHARMA V S, TREHAN R, et al.Investigating the Dimensional Accuracy and Surface Roughness for 3D Printed Parts Using a Multi-Jet Printer[J]. Journal of Materials Engineering and Performance, 2023, 32(3): 1145-1159.
[30] 张德海, 黄子帆, 李俊美, 等. 熔融沉积成形中扁平椭圆截面挤压宽度模型的分析与实验[J]. 精密成形工程, 2024, 16(6): 191-200.
ZHANG D H, HUANG Z F, LI J M, et al.Analytical and Experimental Modeling of Extruded Width of Flat Elliptical Cross Section in Fused Deposition Molding[J]. Journal of Netshape Forming Engineering, 2024, 16(6): 191-200.
[31] GREEFF G P, SCHILLING M.Closed Loop Control of Slippage during Filament Transport in Molten Material Extrusion[J]. Additive Manufacturing, 2017, 14: 31-38.
[32] SERDECZNY M P, COMMINAL R, PEDERSEN D B, et al.Experimental and Analytical Study of the Polymer Melt Flow through the Hot-End in Material Extrusion Additive Manufacturing[J]. Additive Manufacturing, 2020, 32: 100997.
[33] ZHANG J M, WANG L L, LIN X, et al.Modeling of Deposition Morphology and Characteristic Dimensions in Material Extrusion Additive Manufacturing[J]. Additive Manufacturing, 2024, 89: 104306.
[34] BRACONNIER D J, DUNN R M, WETZEL E D, et al.The Role of Crystallization and Annealing on the Thermal Conductivity of Material Extrusion Additively Manufactured Parts[J]. Additive Manufacturing, 2024, 89: 104265.
[35] CHARLON S, SOULESTIN J.Thermal and Geometry Impacts on the Structure and Mechanical Properties of Part Produced by Polymer Additive Manufacturing[J]. Journal of Applied Polymer Science, 2020, 137(35): 49038.
[36] MCILROY C, OLMSTED P D.Disentanglement Effects on Welding Behaviour of Polymer Melts during the Fused-Filament-Fabrication Method for Additive Manufacturing[J]. Polymer, 2017, 123: 376-391.
[37] BELLEHUMEUR C, LI L M, SUN Q, et al.Modeling of Bond Formation between Polymer Filaments in the Fused Deposition Modeling Process[J]. Journal of Manufacturing Processes, 2004, 6(2): 170-178.
[38] SUN Q, RIZVI G M, BELLEHUMEUR C T, et al.Effect of Processing Conditions on the Bonding Quality of FDM Polymer Filaments[J]. Rapid Prototyping Journal, 2008, 14(2): 72-80.
[39] LEPOIVRE A, BOYARD N, LEVY A, et al.Heat Transfer and Adhesion Study for the FFF Additive Manufacturing Process[J]. Procedia Manufacturing, 2020, 47: 948-955.
[40] PRAJAPATI H, RAVOORI D, JAIN A.Measurement and Modeling of Filament Temperature Distribution in the Standoff gap between Nozzle and Bed in Polymer- based Additive Manufacturing[J]. Additive Manufacturing, 2018, 24: 224-231.
[41] PERCOCO G, ARLEO L, STANO G, et al.Analytical Model to Predict the Extrusion Force as a Function of the Layer Height, in Extrusion Based 3D Printing[J]. Additive Manufacturing, 2021, 38: 101791.

基金

河南省科技攻关项目(182102210136); 河南省高等学校重点科研项目(25B460012); 郑州科技学院科研项目

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