Evidence map›Paper›PMID 40271927›Full record

ArticleMaterials (Basel, Switzerland)2025

An Experimental Investigation into Trochoidal Milling for High-Quality GFRP Machining.

Ondřej Bílek, Martin Řezníček, Andrzej Matras, Tomáš Solařík, Lubomír Macků

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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.

Ondřej BílekDepartment of Production Engineering, Faculty of Technology, Tomas Bata University in Zlín, Vavrečkova 5669, 76001 Zlín, Czech Republic.ORCID 0000-0001-9581-3423
Martin ŘezníčekDepartment of Production Engineering, Faculty of Technology, Tomas Bata University in Zlín, Vavrečkova 5669, 76001 Zlín, Czech Republic.
Andrzej MatrasDepartment of Production Engineering, Faculty of Mechanical Engineering, Cracow University of Technology, 31-155 Cracow, Poland.ORCID 0000-0002-9918-9733
Tomáš SolaříkDepartment of Production Engineering, Faculty of Technology, Tomas Bata University in Zlín, Vavrečkova 5669, 76001 Zlín, Czech Republic.
Lubomír MackůDepartment of Process Control, Faculty of Informatics, Tomas Bata University in Zlín, Nad Stráněmi 4551, 76005 Zlín, Czech Republic.ORCID 0000-0003-1705-8762

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the effectiveness of trochoidal (adaptive) milling in machining Glass Fiber Reinforced Polymer (GFRP), emphasizing its potential advantages over conventional milling. Six coated solid carbide end mills, each with distinct geometries, were evaluated under identical conditions to assess the cutting forces, surface quality, dimensional accuracy, burr formation, chip size distribution, and tool wear. Trochoidal milling demonstrated shorter cycle times-up to 23% faster-and higher material removal rates (MRRs), while conventional milling provided superior dimensional control and smoother surfaces in certain fiber-sensitive regions. A four-tooth cutter with a low helix angle (10°) and aluminum-oxide coating delivered the best overall performance, balancing minimal tool wear with high-quality finishes (arithmetic mean roughness, Ra, as low as 1.36 μm). The results indicate that although conventional milling can exhibit a 25%-lower RMS cutting force, its peak forces and extended machining times may limit the throughput. Conversely, trochoidal milling, when coupled with an appropriately robust tool, effectively manages the cutting forces, improves the surface quality, and reduces the machining time. Most chips produced were less than 11 μm in size, highlighting the need for suitable dust extraction. Notably, a hybrid approach-trochoidal roughing followed by conventional finishing-offers a promising method for achieving both efficient material removal and enhanced dimensional accuracy in GFRP components.

Indexed as

adaptive millinganisotropic materialsburr formationcomposite machiningcutting forcesGFRPhybrid strategysurface roughnesstool weartrochoidal milling

Identifiers

PMID40271927
PMCPMC11990107

What OpenQuestion holds

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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.