Study on the formation mechanism of viscoplastic line deposition for predicting filament width

Currently, all popular 3D printing inks exhibit Herschel-Bulkley (HB) fluid characteristics. However, the filament spreading, which reduces printing precision, decelerates the development of complex hydrogel models for engineered tissues or organs. In this study, a finite element model (FEM) is esta...

Full description

Saved in:
Bibliographic Details
Main Authors: Yifeng Yao, Qiang Gao, Kaicheng Yu, Lizi Qi, Zexue Lin, Jingfeng Xu, Yinze Li, Peng Zhang, Min Zhu, Lihua Lu
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Materials & Design
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0264127524009250
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1841553922042363904
author Yifeng Yao
Qiang Gao
Kaicheng Yu
Lizi Qi
Zexue Lin
Jingfeng Xu
Yinze Li
Peng Zhang
Min Zhu
Lihua Lu
author_facet Yifeng Yao
Qiang Gao
Kaicheng Yu
Lizi Qi
Zexue Lin
Jingfeng Xu
Yinze Li
Peng Zhang
Min Zhu
Lihua Lu
author_sort Yifeng Yao
collection DOAJ
description Currently, all popular 3D printing inks exhibit Herschel-Bulkley (HB) fluid characteristics. However, the filament spreading, which reduces printing precision, decelerates the development of complex hydrogel models for engineered tissues or organs. In this study, a finite element model (FEM) is established to investigate the impact of processing and fluid parameters on the spreading of the HB inks. The non-dimensional numbers Re (ratio of inertia to viscosity) and Bo (ratio of gravity to surface tension) are used to analyze the influence of parameters on filament formation. When Re > 0.077 and Bo > 0.15, inertial and gravitational forces significantly alter the pressure gradient near the nozzle, thereby affecting the final spreading width of the filament. Additionally, when the spreading is dominated by surface tension, the ranges of rheological parameters of materials as well as the process parameters in 3D printing can be determined by Re and Bo. Under this parameter range, the error between predicted filament widths and that of the printed filament can be controlled to less than 6.7 %. The spreading of HB inks during printing is accurately predicted.
format Article
id doaj-art-cc4612ced24545e2bb5458ae7b2eef93
institution Kabale University
issn 0264-1275
language English
publishDate 2025-01-01
publisher Elsevier
record_format Article
series Materials & Design
spelling doaj-art-cc4612ced24545e2bb5458ae7b2eef932025-01-09T06:12:23ZengElsevierMaterials & Design0264-12752025-01-01249113550Study on the formation mechanism of viscoplastic line deposition for predicting filament widthYifeng Yao0Qiang Gao1Kaicheng Yu2Lizi Qi3Zexue Lin4Jingfeng Xu5Yinze Li6Peng Zhang7Min Zhu8Lihua Lu9School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China; Chongqing Research Institute of HIT, Chongqing 400000, ChinaSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China; Chongqing Research Institute of HIT, Chongqing 400000, China; Corresponding authors.School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China; Chongqing Research Institute of HIT, Chongqing 400000, ChinaSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China; Chongqing Research Institute of HIT, Chongqing 400000, ChinaSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, ChinaSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, ChinaSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, ChinaSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China; Chongqing Research Institute of HIT, Chongqing 400000, ChinaSchool of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin, ChinaSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China; Chongqing Research Institute of HIT, Chongqing 400000, China; Corresponding authors.Currently, all popular 3D printing inks exhibit Herschel-Bulkley (HB) fluid characteristics. However, the filament spreading, which reduces printing precision, decelerates the development of complex hydrogel models for engineered tissues or organs. In this study, a finite element model (FEM) is established to investigate the impact of processing and fluid parameters on the spreading of the HB inks. The non-dimensional numbers Re (ratio of inertia to viscosity) and Bo (ratio of gravity to surface tension) are used to analyze the influence of parameters on filament formation. When Re > 0.077 and Bo > 0.15, inertial and gravitational forces significantly alter the pressure gradient near the nozzle, thereby affecting the final spreading width of the filament. Additionally, when the spreading is dominated by surface tension, the ranges of rheological parameters of materials as well as the process parameters in 3D printing can be determined by Re and Bo. Under this parameter range, the error between predicted filament widths and that of the printed filament can be controlled to less than 6.7 %. The spreading of HB inks during printing is accurately predicted.http://www.sciencedirect.com/science/article/pii/S0264127524009250Three-dimensional printingAccuracyComputational simulationViscoplastic
spellingShingle Yifeng Yao
Qiang Gao
Kaicheng Yu
Lizi Qi
Zexue Lin
Jingfeng Xu
Yinze Li
Peng Zhang
Min Zhu
Lihua Lu
Study on the formation mechanism of viscoplastic line deposition for predicting filament width
Materials & Design
Three-dimensional printing
Accuracy
Computational simulation
Viscoplastic
title Study on the formation mechanism of viscoplastic line deposition for predicting filament width
title_full Study on the formation mechanism of viscoplastic line deposition for predicting filament width
title_fullStr Study on the formation mechanism of viscoplastic line deposition for predicting filament width
title_full_unstemmed Study on the formation mechanism of viscoplastic line deposition for predicting filament width
title_short Study on the formation mechanism of viscoplastic line deposition for predicting filament width
title_sort study on the formation mechanism of viscoplastic line deposition for predicting filament width
topic Three-dimensional printing
Accuracy
Computational simulation
Viscoplastic
url http://www.sciencedirect.com/science/article/pii/S0264127524009250
work_keys_str_mv AT yifengyao studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth
AT qianggao studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth
AT kaichengyu studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth
AT liziqi studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth
AT zexuelin studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth
AT jingfengxu studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth
AT yinzeli studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth
AT pengzhang studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth
AT minzhu studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth
AT lihualu studyontheformationmechanismofviscoplasticlinedepositionforpredictingfilamentwidth