Evidence map›Paper›PMID 42357017›Full record

ArticlePolymers2026

Mechanical Properties of 3D-Printed Nylon-Based Composites Reinforced with Continuous Carbon Fiber: Effect of Reinforcement Layer Distribution.

Boyuan Ding, Jingjing Liu, Mouaz Al Kouzbary, Hanie Nadia Shasmin, Jingang Liu, Shengyan Ge, Noor Azuan Abu Osman

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

7 authors.

Boyuan DingSchool of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan 411105, China.
Jingjing LiuSchool of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan 411105, China.ORCID 0000-0003-4938-8731
Mouaz Al KouzbaryDepartment of Mechanical and Mechatronic Engineering, Curtin University, Miri 98009, Malaysia.ORCID 0000-0001-9678-875X
Hanie Nadia ShasminCenter for Applied Biomechanics, Department of Biomedical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia.ORCID 0000-0003-2385-2487
Jingang LiuSchool of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan 411105, China.
Shengyan GeTechnology Innovation Center of Theater Technology and Performing Space Equipment Integration, Ministry of Culture and Tourism, Hunan Minghe Cultural Technology Group Co., Ltd., Changsha 410129, China.
Noor Azuan Abu OsmanCenter for Applied Biomechanics, Department of Biomedical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia.ORCID 0000-0002-2853-4421

Funding

Xiangtan University 07KZ/KZ0812969
6 · The paper itself

Abstract

The application of continuous carbon fiber (CCF) can reinforce the mechanical properties of 3D-printed parts, but the effect of reinforcement layer distribution on composite performance remains unclear. This study investigates the effect of concentrated and separated distributions of CCF layers with different numbers of reinforcement layers. Tensile and flexural tests are conducted in accordance with ASTM D5083 and ASTM D790, respectively. Under the conditions of a solid-filled matrix (Onyx) and 0° CCF deposition, both concentrated and separated CCF layers improve several mechanical properties. Compared with pure Onyx, one-layer CCF increases the tensile modulus by about six times and more than doubles the tensile strength. Increasing the CCF volume leads to further increases in these properties. With concentrated three-layer CCF, the tensile modulus and tensile strength reach 7.153 ± 0.090 GPa and 109.045 ± 5.124 MPa, respectively. For flexural properties, separated two- and three-layer CCFs significantly improve the tangent modulus of elasticity from 0.467 ± 0.106 GPa for pure Onyx to 2.246 ± 0.333 GPa and 3.394 ± 0.081 GPa, respectively. This study also compares the tensile and flexural strength-to-weight ratio of all specimen groups and analyzes the failure mechanisms based on macroscopic fracture appearance. The results can provide guidance for selecting appropriate CCF layer distribution strategies to reinforce composites in different applications.

Indexed as

3D printcontinuous carbon fiber reinforcementFDMflexural propertieslayer distributiontensile properties

Identifiers

PMID42357017
PMCPMC13307125

What Socratic holds

Textmetadata
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 Socratic graph.