Evidence map›Paper›PMID 41977639›Full record

ArticlePolymers2026

Tribomechanical Behaviour and Elasto-Plastic Contact Response of 3D-Printed Versus Conventional Polymer Inserts in Robotic Gripping Interfaces.

Georgiana Ionela Păduraru, Andrei Călin, Marilena Stoica, Delia Alexandra Prisecaru, Petre Lucian Seiciu

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

5 authors.

Georgiana Ionela PăduraruDepartment of Machine Elements and Tribology, National University of Science and Technology Politehnica, 060042 Bucharest, Romania.ORCID 0000-0003-2239-8710
Andrei CălinDepartment of Machine Elements and Tribology, National University of Science and Technology Politehnica, 060042 Bucharest, Romania.ORCID 0000-0002-1728-4666
Marilena StoicaDepartment of Machine Elements and Tribology, National University of Science and Technology Politehnica, 060042 Bucharest, Romania.ORCID 0000-0003-3204-3497
Delia Alexandra PrisecaruDepartment of Machine Elements and Tribology, National University of Science and Technology Politehnica, 060042 Bucharest, Romania.ORCID 0000-0003-0854-1533
Petre Lucian SeiciuDepartment of Machine Elements and Tribology, National University of Science and Technology Politehnica, 060042 Bucharest, Romania.

Funding

GNAC ARUT - National University of Science and Technology Politehnica Bucharest 32/9.10.2023
6 · The paper itself

Abstract

Three-dimensional printed polymers produced using Fused Deposition Modelling (FDM) exhibit directional microstructures resulting from filament paths, layer interfaces, and cellular infill, leading to mechanical and tribological responses distinct from those of homogeneous bulk materials. This study presents a comparative tribomechanical evaluation of polypropylene (PP) bulk inserts and 3D-printed polyethylene terephthalate glycol (PETG) inserts with a 30% hexagonal infill, relevant for robotic gripping applications. Progressive scratch tests were performed under loads from 5 to 100 N (150 N for PP), and profilometry was applied to quantify groove morphology, ridge formation, and displaced-volume ratios. An elasto-plastic conical indentation model was used to derive indentation pressures and elastic-plastic transition radii from groove geometry. The PETG inserts exhibited heterogeneous groove depth, intermittent ridge tearing, and friction fluctuations associated with the internal infill structure, consistent with previous findings on anisotropy and architecture-dependent behaviour in additively manufactured polymers. In contrast, bulk PP demonstrated smoother friction profiles and more stable plastic flow under increasing loads. Two functional indices-specific frictional work and ridge-to-trace volumetric ratio-are introduced to support material selection for robotic gripping systems. The results show that local contact mechanics in 3D-printed inserts are governed by print-induced structural features and can be effectively evaluated through a scratch-based elasto-plastic analysis. The methods and results presented in this work support the rational selection and design of polymer inserts for robotic gripper fingertips. The proposed scratch-based elasto-plastic evaluation framework enables manufacturers and automation engineers to compare 3D-printed and conventional materials based on friction stability, wear response, and deformation resistance. This approach can be directly applied to optimise gripping performance in industrial handling, packaging, and collaborative robotics.

Indexed as

anisotropycontact mechanicselasto-plastic contactscratch testingtribomechanical response

Identifiers

PMID41977639
PMCPMC13074931

What OpenQuestion holds

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LicenceCC BY
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.