Evidence map›Paper›PMID 40969481›Full record

ArticleMaterials circular economy2025

Olive Pomace as a Reinforcing Agent in PETG Filaments for 3D Printing in the Context of Circular Economy.

N Sánchez-Ávila, M Carmona-Cabello, M Cano-Galey, P E Romero, M P Dorado

Abstract read
In one paragraph

Article in Materials circular economy, 2025. 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
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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

5 authors.

N Sánchez-ÁvilaDept. of Physical Chemistry and Applied Thermodynamics, Campus de Rabanales, Universidad de Córdoba, Campus de Excelencia Internacional ceiA3, Córdoba, Spain.
M Carmona-CabelloDept. of Mechanical Engineering, School of Engineering, University of Birmingham, Birmingham, B15 2TT UK.
M Cano-GaleyAndaltec, Plastic Technology Center, Martos, Jaén Spain.
P E RomeroDept. of Mechanical Engineering, Campus de Rabanales, Universidad de Córdoba, Campus de Excelencia Internacional ceiA3, Córdoba, Spain.
M P DoradoDept. of Physical Chemistry and Applied Thermodynamics, Campus de Rabanales, Universidad de Córdoba, Campus de Excelencia Internacional ceiA3, Córdoba, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

3D printing is increasingly present in many industrial applications, where petroleum-based polyethylene terephthalate glycol (PETG) is gaining importance. This is due to both its mechanical properties and ease of printing. In this context, with the aim of reducing the presence of plastics during the manufacturing process, the addition of olive pomace (OP) as an additive is proposed. OP is a residue from the olive oil industry that represents an environmental challenge, due to its high content of organic matter and phytotoxic compounds. To optimize the fabrication and further analysis of 3D printing filaments composed of a mixture of PETG and OP, a design of experiment (DoE) was used. To gain knowledge about the relationship between mechanical properties of different OP/PETG blends, OP particle size as filler, and extrusion number to produce the optimal filament, analysis of variance (ANOVA) besides response surface methodology (RSM) was applied. Additionally, thermogravimetric (TGA), differential scanning calorimetry (DSC), infrared (IR) spectroscopy analysis, and scanning electron microscope (SEM) of the new composite material blends were carried out. Subsequently, different OP/PETG filaments were produced via material extrusion additive manufacturing. This study revealed that the addition of 8% (v/v), < 100 µm OP particle size, fabricated using a double extrusion process, to PETG composites exhibited significantly enhanced mechanical properties. In particular, the incorporation of OP filler resulted in a remarkable increase in yield strength (35%), tensile strength (8.4%), and Young's modulus (27%). Furthermore, slight improvement in ductility, evidenced by an increase in elongation at yield (4.18%) and at break (5.16%), demonstrates the potential of OP as a valuable and sustainable reinforcement material for PETG composites. These findings pave the way for the development of high-performance environmentally friendly materials derived from residues, in the context of circular economies, for applications that require stiffer, stronger, and more tenacious material than straight PETG.

Indexed as

Biomass valorizationEco-friendly fillerMaterial extrusionMaterials characterizationMechanical propertiesPlastic composite

Identifiers

PMID40969481
PMCPMC12442403

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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.