Evidence map›Paper›PMID 42106433›Full record

ArticleScientific reports2026

Hemp hurd torrefaction as an effective strategy to enhance PLA-based composite mechanical and tribological properties.

Paola Brachi, Giovanna Ruoppolo, Maria Giulia Faga, Mattia Di Maro, Giulio Malucelli, Donatella Duraccio

Abstract read
In one paragraph

Article in Scientific reports, 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

6 authors.

Paola BrachiIstituto di Scienze e Tecnologie per l'Energia e la Mobilità Sostenibili, Consiglio Nazionale delle Ricerche, P. le V. Tecchio, 80-80125, Naples, Italy.
Giovanna RuoppoloIstituto di Scienze e Tecnologie per l'Energia e la Mobilità Sostenibili, Consiglio Nazionale delle Ricerche, P. le V. Tecchio, 80-80125, Naples, Italy.
Maria Giulia FagaIstituto di Scienze e Tecnologie per l'Energia e la Mobilità Sostenibili, Consiglio Nazionale delle Ricerche, Strada delle Cacce, 73-1035, Turin, Italy.
Mattia Di MaroIstituto di Scienze e Tecnologie per l'Energia e la Mobilità Sostenibili, Consiglio Nazionale delle Ricerche, Strada delle Cacce, 73-1035, Turin, Italy. mattia.dimaro@stems.cnr.it.
Giulio MalucelliDipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino, Viale Teresa Michel 5, 15121, Alessandria, Italy.
Donatella DuraccioIstituto di Scienze e Tecnologie per l'Energia e la Mobilità Sostenibili, Consiglio Nazionale delle Ricerche, Strada delle Cacce, 73-1035, Turin, Italy.

Funding

HORIZON EUROPE Framework Programme 101135107
6 · The paper itself

Abstract

Torrefied hemp hurd (HH) was investigated as a sustainable filler for poly (lactic acid) (PLA)-based composites. HH, a byproduct of the textile industry, underwent torrefaction at 220, 260, and 300 °C to enhance its compatibility with PLA. The resulting fillers (HH220, HH260, HH300) were characterized in terms of morphology, structure, and thermochemical properties. Composites incorporating 2.5 and 5 wt% of each torrefied filler were prepared via melt mixing and characterized for their structural, thermal, mechanical, and tribological behavior. SEM analysis revealed that higher torrefaction temperatures resulted in improved filler dispersion and adhesion to the PLA matrix. While all composites exhibited reduced ductility (i.e., elongation at break), those containing HH300 demonstrated the highest increases in Young's modulus, tensile strength, hardness, and wear resistance. Notably, the HH300 composite containing 5 wt% showed significant improvements over unfilled PLA, including increased stiffness (+ 12%) and toughness (+ 27%), as well as substantial reductions in coefficient of friction (- 83%), and wear rate, that is reduced by about three orders of magnitude. Finally, when compared to the composite containing untreated hemp hurd, stiffness increased by 24%, toughness by 78%, with wear rate still reduced by about three orders of magnitude and friction coefficient lowered by 80%. Torrefied hemp hurd, especially when treated at high temperatures, is thus a promising bio-based reinforcement that improves the performance of PLA composites in structural and tribological applications.

Indexed as

Hemp hurd, torrefaction, mechanical behaviorPolylactic acidTribological properties

Identifiers

PMID42106433
PMCPMC13346995

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.