Evidence map›Paper›PMID 36559779›Full record

ArticlePolymers2022

Mass Customization of Polylactic Acid (PLA) Parts via a Hybrid Manufacturing Process.

Ke Gong, Handai Liu, Cheng Huang, Qinyu Jiang, Han Xu, Zhi Cao, Evert Fuenmayor, Ian Major

Abstract read
In one paragraph

Article in Polymers, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Ke GongPRISM Research Institute, Technological University of Shannon: Midlands and Midwest, Athlone Campus, University Road, N37 HD68 Athlone, Ireland.ORCID 0000-0003-1144-8292
Handai LiuPRISM Research Institute, Technological University of Shannon: Midlands and Midwest, Athlone Campus, University Road, N37 HD68 Athlone, Ireland.
Cheng HuangSchool of Mechanical and Electronic Engineering, East China University of Technology, No. 418 Guanglan Road, Nanchang 330013, China.
Qinyu JiangFaculty of Engineering & Informatics, Technological University of the Shannon: Midlands and Midwest, Athlone Campus, University Road, N37 HD68 Athlone, Ireland.
Han XuPRISM Research Institute, Technological University of Shannon: Midlands and Midwest, Athlone Campus, University Road, N37 HD68 Athlone, Ireland.
Zhi CaoPRISM Research Institute, Technological University of Shannon: Midlands and Midwest, Athlone Campus, University Road, N37 HD68 Athlone, Ireland.
Evert FuenmayorPRISM Research Institute, Technological University of Shannon: Midlands and Midwest, Athlone Campus, University Road, N37 HD68 Athlone, Ireland.ORCID 0000-0001-8982-7845
Ian MajorPRISM Research Institute, Technological University of Shannon: Midlands and Midwest, Athlone Campus, University Road, N37 HD68 Athlone, Ireland.ORCID 0000-0002-0538-9786

Funding

Athlone Institute of Technology PSF2020Government of Ireland International Scholarship 2018
6 · The paper itself

Abstract

Mass customization is the development of items tailored to specific customers, but produced at low unit cost in high-volume. In this context, hybrid manufacturing (HM) combines fused deposition modeling (FDM) and injection molding (IM) to fabricate a single personalized part with minimum manufacturing cost. In this technique, inserts with different physical features are first FDM-fabricated and then IM-overmolded. This study investigated the effect of hybrid FDM-IM production technology, FDM insert geometry on mechanical properties, and micro-structural evolution of Polylactic Acid (PLA) samples. The findings indicated a comparable tensile properties of FDM-IM samples (68.38 MPa) to IM batch (68.95 MPa), emphasizing the potential of HM in the manufacturing industry. Maximum tensile stress of FDM-IM specimens shows an upward trend due to the increased infill density of preforms. In addition, overmolding interface direction results in a big gap for the maximum tensile strengths between half-length series specimens (12.99 MPa to 19.09 MPa) and half-thickness series specimens (53.83 MPa to 59.92 MPa). Furthermore, four joint configurations resulted in different mechanical performances of finished specimens, in which the female cube sample exhibits the highest tensile stress (68.38 MPa), while the batch with male T joint shows a lower value in maximum tensile strength (59.51 MPa), exhibiting a similar tensile performance with the half-thickness 75% batch without joint configuration. This study lays the groundwork for using HM to produce bespoke and mechanically improved parts over FDM alone.

Indexed as

fused deposition modellinghybrid manufacturinginjection moldingjoint configurationmass customizationovermolding

Identifiers

PMID36559779
PMCPMC9786657

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.