Evidence map›Paper›PMID 42616769›Full record

ArticlePloS one2026

Effects of nozzle diameter and fiber volume fraction on tensile properties of FDM-printed CCF/PLA composites.

Tao Zhao, Xin Dong, Hengfa Wu, Yang Gao, Ting Lei, Fei Zheng

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Tao ZhaoNingxia Engineering Research Center for Hybrid Manufacturing System, College of Mechatronic Engineering, North Minzu University, Yinchuan, China.ORCID https://orcid.org/0000-0002-7884-441X
Xin DongNingxia Engineering Research Center for Hybrid Manufacturing System, College of Mechatronic Engineering, North Minzu University, Yinchuan, China.
Hengfa WuSchool of Electrical and Information Engineering, North Minzu University, Yinchuan, China.
Yang GaoNingxia Engineering Research Center for Hybrid Manufacturing System, College of Mechatronic Engineering, North Minzu University, Yinchuan, China.
Ting LeiNingxia Engineering Research Center for Hybrid Manufacturing System, College of Mechatronic Engineering, North Minzu University, Yinchuan, China.
Fei ZhengBasic Experimental Teaching and Engineering Training Center, North Minzu University, Yinchuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the effects of nozzle diameter and continuous carbon fiber (CCF) volume fraction on the tensile properties and failure mechanisms of fused deposition modeling (FDM) printed CCF/polylactic acid (PLA) composites. Two nozzle sizes (1.0 mm and 0.8 mm) and four CCF volume fractions (0%, 20%, 30%, 50%) were adopted to prepare six groups of specimens for uniaxial tensile tests and field emission scanning electron microscopy (FE-SEM) characterization. The results indicate that CCF-reinforced specimens exhibit nearly no plastic deformation and fail mainly by fiber fracture, while neat PLA shows obvious plastic deformation and tensile fracture. For the 1.0 mm nozzle, the tensile strengths reach 36.4 MPa, 34.8 MPa and 19.8 MPa at CCF volume fractions of 50%, 30% and 20%, respectively. The tensile strength is 16.9 MPa for specimens with 50% CCF printed using the 0.8 mm nozzle. Larger nozzle diameter effectively improves tensile strength, which increases approximately linearly with rising CCF content. Microscopic observations reveal that the 1.0 mm nozzle ensures uniform fiber distribution and strong fiber-matrix interfacial bonding. Considering mechanical performance and cost, 30% is determined as the optimal CCF volume fraction. With the merits of light weight, high strength and environmental friendliness, the composites are suitable for aerospace lightweight parts, automotive components, civil engineering load-bearing structures, customized tooling and medical devices.

Indexed as

Carbon FiberPolyestersPrinting, Three-DimensionalTensile StrengthMaterials TestingMicroscopy, Electron, ScanningCarbon FiberPolyesterspoly(lactide)

Identifiers

PMID42616769
PMCPMC13489468

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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.