TY - JOUR
T1 - Optimization of a combined thermal annealing and isostatic pressing process for mechanical and surface enhancement of Ultem FDM parts using Doehlert experimental designs
AU - Chueca de Bruijn, Ariadna
AU - Gómez-Gras, Giovanni
AU - Fernández-Ruano, Laura
AU - Farràs-Tasias, Laia
AU - Pérez, Marco A.
N1 - Publisher Copyright:
© 2022 The Society of Manufacturing Engineers
PY - 2023/1/6
Y1 - 2023/1/6
N2 - The mechanical anisotropy of Fused Deposition Modeling (FDM) fabricated parts due to voids and non-uniform bond formation between rasters represents a major challenge for the widespread adoption of this fabrication technique. The present article addresses a novel post-processing procedure for FDM Ultem™ 9085 parts based on thermal annealing coupled with isostatic pressing to produce specimens with improved mechanical and surface properties. Response surface methodology was used to obtain mathematical models for all the studied responses. In particular, the sequentiality of Doehlert Designs was exploited to select the optimal combination of time and temperature of the process, resulting in specimens with noticeably improved layer adhesion, as noted by enhancements in flexural modulus, flexural strength, strain at flexural strength, and surface roughness. Confirmatory experiences of the optimal point with different printing orientations have demonstrated the capability of the proposed method to reduce anisotropy in the mechanical properties of the treated parts. In addition, microscopy imaging, Raman spectroscopy, and X-ray diffraction were beneficial to justify the observed results. This study sheds new light on the post-processing of FDM polymers, and the presented optimization methodology can be extrapolated to other materials and processes.
AB - The mechanical anisotropy of Fused Deposition Modeling (FDM) fabricated parts due to voids and non-uniform bond formation between rasters represents a major challenge for the widespread adoption of this fabrication technique. The present article addresses a novel post-processing procedure for FDM Ultem™ 9085 parts based on thermal annealing coupled with isostatic pressing to produce specimens with improved mechanical and surface properties. Response surface methodology was used to obtain mathematical models for all the studied responses. In particular, the sequentiality of Doehlert Designs was exploited to select the optimal combination of time and temperature of the process, resulting in specimens with noticeably improved layer adhesion, as noted by enhancements in flexural modulus, flexural strength, strain at flexural strength, and surface roughness. Confirmatory experiences of the optimal point with different printing orientations have demonstrated the capability of the proposed method to reduce anisotropy in the mechanical properties of the treated parts. In addition, microscopy imaging, Raman spectroscopy, and X-ray diffraction were beneficial to justify the observed results. This study sheds new light on the post-processing of FDM polymers, and the presented optimization methodology can be extrapolated to other materials and processes.
KW - Additive manufacturing (AM)
KW - Doehlert Design
KW - Fused deposition modeling (FDM)
KW - Response surface methodology (RSM)
KW - Thermal annealing
KW - Ultem 9085
UR - http://www.scopus.com/inward/record.url?scp=85145665869&partnerID=8YFLogxK
UR - https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=pure_univeritat_ramon_llull&SrcAuth=WosAPI&KeyUT=WOS:000912113600001&DestLinkType=FullRecord&DestApp=WOS
U2 - 10.1016/j.jmapro.2022.12.027
DO - 10.1016/j.jmapro.2022.12.027
M3 - Article
AN - SCOPUS:85145665869
SN - 1526-6125
VL - 85
SP - 1096
EP - 1115
JO - Journal of Manufacturing Processes
JF - Journal of Manufacturing Processes
ER -