TY - JOUR
T1 - Analytical models to estimate the structural behaviour of fused deposition modelling components
AU - Cerda-Avila, Steffany N.
AU - Medellín-Castillo, Hugo I.
AU - Lim, Theodore
N1 - Funding Information:
The authors would like to thank the financial support from the National Science and Technology Council (CONACYT) of Mexico, grant number CB-2010-01-154430. The first author also acknowledges CONACYT for the scholarship providing during her PhD studies.
Publisher Copyright:
© 2021, Emerald Publishing Limited.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021
Y1 - 2021
N2 - Purpose: The purpose of this study is to evaluate the capability and performance of analytical models to predict the structural mechanical behaviour of parts fabricated by fused deposition modelling (FDM).Design/methodology/approach: A total of eight existing and newly proposed analytical models, tailored to satisfy the structural behaviour of FDM parts, are evaluated in terms of their capability to predict the ultimate tensile stress (UTS) and the elastic modulus (E) of parts made of polylactic acid (PLA) by the FDM process. This evaluation is made by comparing the structural properties predicted by these models with the experimental results obtained from tensile tests on FDM specimens fabricated with variable infill percentage, perimeter layers and build orientation.Findings: Some analytical models are able to predict with high accuracy (prediction errors smaller than 5%) the structural behaviour of FDM and categories of similar additive manufactured parts. The most accurate model is Gibson’s and Ashby, followed by the efficiency model and the two new proposed exponential and variant Duckworth models.Research limitations/implications: The study has been limited to uniaxial loading conditions along three different build orientations.Practical implications: The structural properties of FDM parts can be predicted by analytical models based on the process parameters and material properties. Product engineers can use these models during the design for the additive manufacturing process.Originality/value: Existing methods to estimate the structural properties of FDM parts are based on experimental tests; however, such methods are time-consuming and costly. In this work, the use of analytical models to predict the structural properties of FDM parts is proposed and evaluated.
AB - Purpose: The purpose of this study is to evaluate the capability and performance of analytical models to predict the structural mechanical behaviour of parts fabricated by fused deposition modelling (FDM).Design/methodology/approach: A total of eight existing and newly proposed analytical models, tailored to satisfy the structural behaviour of FDM parts, are evaluated in terms of their capability to predict the ultimate tensile stress (UTS) and the elastic modulus (E) of parts made of polylactic acid (PLA) by the FDM process. This evaluation is made by comparing the structural properties predicted by these models with the experimental results obtained from tensile tests on FDM specimens fabricated with variable infill percentage, perimeter layers and build orientation.Findings: Some analytical models are able to predict with high accuracy (prediction errors smaller than 5%) the structural behaviour of FDM and categories of similar additive manufactured parts. The most accurate model is Gibson’s and Ashby, followed by the efficiency model and the two new proposed exponential and variant Duckworth models.Research limitations/implications: The study has been limited to uniaxial loading conditions along three different build orientations.Practical implications: The structural properties of FDM parts can be predicted by analytical models based on the process parameters and material properties. Product engineers can use these models during the design for the additive manufacturing process.Originality/value: Existing methods to estimate the structural properties of FDM parts are based on experimental tests; however, such methods are time-consuming and costly. In this work, the use of analytical models to predict the structural properties of FDM parts is proposed and evaluated.
KW - Analytical models
KW - Fused deposition modelling (FDM)
KW - Material extrusion
KW - Prediction performance
KW - Structural properties
UR - http://www.scopus.com/inward/record.url?scp=85103900469&partnerID=8YFLogxK
U2 - 10.1108/RPJ-07-2020-0145
DO - 10.1108/RPJ-07-2020-0145
M3 - Article
AN - SCOPUS:85103900469
SN - 1355-2546
VL - 27
SP - 658
EP - 670
JO - Rapid Prototyping Journal
JF - Rapid Prototyping Journal
IS - 4
ER -