Evidence map›Paper›PMID 34883574›Full record

ArticlePolymers2021

Multi-Objective Optimisation of Curing Cycle of Thick Aramid Fibre/Epoxy Composite Laminates.

Guowei Zhang, Ling Luo, Ting Lin, Boming Zhang, He Wang, Yuao Qu, Bangke Meng

Open access · goldAbstract read
In one paragraph

Article in Polymers, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.9field-weighted citation impact, top 30% of its field
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

1 citing paper in PubMed, 10 citations in OpenAlex.

  1. 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

7 authors at 3 institutions in 1 country.

Guowei ZhangSchool of Materials Science and Engineering, Beihang University, Beijing 100191, China.ORCID 0000-0002-7156-2997
Ling LuoAerospace Institute of Advanced Materials & Processing Technology, Beijing 100074, China.
Ting LinDesign and Development Center, AECC Commercial Aircraft Engine Co., Ltd., Shanghai 201104, China.
Boming ZhangSchool of Materials Science and Engineering, Beihang University, Beijing 100191, China.
He WangSchool of Materials Science and Engineering, Beihang University, Beijing 100191, China.
Yuao QuDongxiaokou Community Health Service Center, Beijing 100192, China.
Bangke MengTechnology Department, JOY Composites Co., Ltd., Tai'an 271033, China.
Beihang University · CNAerospace Research Institute of Materials and Processing Technology · CNCommercial Aircraft Corporation of China (China) · CN

Funding

the National Key R&D Program of China 2017YFB0703300
6 · The paper itself

Abstract

Aramid fibre-reinforced epoxy composites (AF/EP) are promising materials in the aerospace, transportation, and civil fields owing to their high strength, high modulus, and light weight. Thick composite laminates are gradually being applied to large composite structures such as wind turbine blades. During curing, temperature overheating is a common problem in thick composites, which leads to matrix degradation, thermal residual stresses, and uneven curing. This paper proposes a signal-to-noise ratio (SNR) method to optimise the curing cycle of thick AF/EP laminates and reduce the overheating temperature. During curing, the temperature and strain evolution in a thick AF/EP laminate were monitored using fibre Bragg grating sensors. The effects of the curing factors on the overheating temperature of the thick AF/EP laminate were evaluated using the Taguchi method and predicted via the SNR method and analysis of variance. The results indicate that the dwelling temperature is the main factor affecting the overheating temperature. The optimal curing cycle involves an overheating temperature of 192.72 °C, which constitutes an error of 2.58% compared to the SNR method predictions. Additionally, in comparison to the initial curing cycle, the overshoot temperature in the optimised curing cycle was reduced by 58.48 °C, representing a reduction ratio of 23.28%.

Indexed as

aramid fibre/epoxycomposite materialsoptimisationoverheating temperaturethick laminate

Identifiers

PMID34883574
PMCPMC8658775
OpenAlexW3216080016

What OpenQuestion 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 OpenQuestion graph.