Evidence map›Paper›PMID 40006130›Full record

ArticlePolymers2025

High-Efficiency Surface-Cooled Rapid Tooling Development for Injection Molding of Low-Density Polyethylene.

Chil-Chyuan Kuo, Pin-Han Lin, Jing-Yan Xu, Armaan Farooqui, Song-Hua Huang

Abstract read
In one paragraph

Article in Polymers, 2025. 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
–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

1 citing paper in PubMed.

  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

5 authors.

Chil-Chyuan KuoDepartment of Mechanical Engineering, Ming Chi University of Technology, No. 84, Gungjuan Road, New Taipei City 24301, Taiwan.ORCID 0000-0003-0519-4126
Pin-Han LinDepartment of Mechanical Engineering, Ming Chi University of Technology, No. 84, Gungjuan Road, New Taipei City 24301, Taiwan.
Jing-Yan XuDepartment of Mechanical Engineering, Ming Chi University of Technology, No. 84, Gungjuan Road, New Taipei City 24301, Taiwan.
Armaan FarooquiDepartment of Mechanical Engineering, Ming Chi University of Technology, No. 84, Gungjuan Road, New Taipei City 24301, Taiwan.
Song-Hua HuangLi-Yin Technology Co., Ltd., No. 37, Lane 151, Section 1, Zhongxing Road, Wugu District, New Taipei City 24872, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Epoxy resin filled with aluminum particles constitutes a polymer composite material commonly utilized in research and development departments to fabricate rapid tooling for prototyping new designs. This study developed aluminum-filled epoxy resin molds by incorporating surface-cooled cooling channels (SCCCs) to enhance cooling performance, validated through Moldex3D simulation and experimental analysis. The simulation revealed that a 1 mm mesh size was utilized to balance accuracy and efficiency, with simulations revealing the complete filling of the injection-molded product within 5 s. This study examines rapid tooling with surface-cooled cooling channels in low-density polyethylene injection molding. The reliable parameters include a melt temperature of 160 °C, a mold temperature of 30 °C, an injection pressure of 10 MPa, and a heat dissipation time of 20 s. These parameters effectively minimize the risk of mold cracking while ensuring efficient molding. The SCCC demonstrates superior cooling performance, enhancing cooling efficiency by 58.7% compared to the conventional conformal cooling channel. It reduces cooling time, enhances production capacity, and shortens delivery times. Additionally, it lowers energy consumption, carbon emissions, and the rate of product defects in large-scale manufacturing. A cooling mechanism of SCCC after LDPE injection molding was also proposed.

Indexed as

epoxy resin filled with aluminum particlesheat dissipation timeMoldex3D simulationplastic injection moldingpolymer composite materialsurface-cooled cooling channels

Identifiers

PMID40006130
PMCPMC11859249

What OpenQuestion holds

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LicenceCC BY
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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.