Evidence map›Paper›PMID 41977603›Full record

ArticlePolymers2026

The Impact of Coloring Additives on Thermal, Mechanical, and Tribological Properties of FDM-Printed Components.

Nicoleta Bacescu, Doina Frunzaverde, Vasile Cojocaru, Gerlinde Iuliana Rusu, Raul-Rusalin Turiac, Costel-Relu Ciubotariu, Gabriela Marginean

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.

Nicoleta BacescuDepartment of Engineering Science, Babeș-Bolyai University, Traian Vuia Square 1-4, 320085 Reșița, Romania.ORCID 0009-0001-9842-7437
Doina FrunzaverdeDepartment of Engineering Science, Babeș-Bolyai University, Traian Vuia Square 1-4, 320085 Reșița, Romania.ORCID 0000-0001-8808-092X
Vasile CojocaruDepartment of Engineering Science, Babeș-Bolyai University, Traian Vuia Square 1-4, 320085 Reșița, Romania.ORCID 0000-0002-1662-2766
Gerlinde Iuliana RusuFaculty of Chemical Engineering, Biotechnology and Environmental Protection, Politehnica University of Timișoara, Victoriei Square 2, 300006 Timișoara, Romania.ORCID 0000-0002-7632-8657
Raul-Rusalin TuriacDepartment of Engineering Science, Babeș-Bolyai University, Traian Vuia Square 1-4, 320085 Reșița, Romania.ORCID 0009-0009-3456-0704
Costel-Relu CiubotariuDepartment of Engineering Science, Babeș-Bolyai University, Traian Vuia Square 1-4, 320085 Reșița, Romania.ORCID 0000-0001-5636-4776
Gabriela MargineanInstitute of Mechanical Engineering, Westphalian University of Applied Sciences Gelsenkirchen Bocholt Recklinghausen, Neidenburgerstr. 43, 45897 Gelsenkirchen, Germany.ORCID 0000-0003-1535-666X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines how manufacturer-specific additive formulations used to obtain nominally identical black PLA filaments influence the thermal, mechanical, and tribological performance of FDM-printed parts. Five commercial filaments were analyzed under identical processing conditions using thermogravimetric analysis (TGA), differential scanning calorimetry (DSC), tensile testing, pin-on-disc measurements, and stereomicroscopy. The filaments exhibited substantial compositional variability, with total additive contents ranging from 2.08 wt.% to 27.82 wt.%. One filament (M5) contained a significant fraction of inorganic fillers, confirmed by SEM/EDX as Ca-, Na- and Mg-based oxides and silicates, identifying it as a PLA-based composite despite being marketed as standard PLA. These differences strongly affected thermal behavior (Tg, Tcc, Tm) and translated directly into the performance of the printed parts. Ultimate tensile strength varied by 88.91% across all filaments (19.38-36.61 MPa), but only by 13% among the four conventional PLA filaments (M1-M4). Tribological performance differed markedly: mean coefficients of friction ranged from 0.246 (M3) to 0.368 (M2), a spread of approximately 50%, with wear-track morphologies reflecting the frictional response. Overall, the results show that PLA filaments cannot be treated as interchangeable materials. Greater transparency and standardized reporting of filament composition are needed to ensure reproducibility and support informed material selection in FDM applications.

Indexed as

abrasive wearcolor additivesdifferential scanning calorimetry (DSC)filament colorfriction behaviorfused deposition modeling (FDM)mechanical propertiespolylactic acid (PLA)thermogravimetric analysis (TGA)ultimate tensile strength (UTS)

Identifiers

PMID41977603
PMCPMC13074821

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Registered trials

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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.