Evidence map›Paper›PMID 42513796›Full record

ArticleMaterials (Basel, Switzerland)2026

Experimental Study on the Influence of Inter-Layer Ironing Parameters on the Surface Quality of MEX-Fabricated PLA-LW and PLA Parts.

Ioan Tamașag, Costică Bejinariu, Traian-Lucian Severin, Ștefan-Constantin Lupescu, Marius-Constantin Beniuga, Delia-Aurora Cerlincă, Irina Beșliu-Băncescu, Adrian-Constantin Sachelarie, Gabriel-Dragos Vasilescu, Nicanor Cimpoesu

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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

10 authors.

Ioan TamașagFaculty of Mechanical Engineering, Automotive and Robotics, Stefan cel Mare University, 720229 Suceava, Romania.ORCID 0000-0001-7066-4222
Costică BejinariuFaculty of Materials Science and Engineering, "Gheorghe Asachi" Technical University of Iasi, 41 Dimitrie Mangeron Blvd., 700050 Iasi, Romania.ORCID 0000-0003-1973-7240
Traian-Lucian SeverinFaculty of Mechanical Engineering, Automotive and Robotics, Stefan cel Mare University, 720229 Suceava, Romania.ORCID 0000-0002-9870-8298
Ștefan-Constantin LupescuFaculty of Mechanical Engineering, Automotive and Robotics, Stefan cel Mare University, 720229 Suceava, Romania.ORCID 0000-0002-6406-8130
Marius-Constantin BeniugaFaculty of Mechanical Engineering, Automotive and Robotics, Stefan cel Mare University, 720229 Suceava, Romania.
Delia-Aurora CerlincăFaculty of Mechanical Engineering, Automotive and Robotics, Stefan cel Mare University, 720229 Suceava, Romania.ORCID 0000-0002-3933-9701
Irina Beșliu-BăncescuFaculty of Mechanical Engineering, Automotive and Robotics, Stefan cel Mare University, 720229 Suceava, Romania.ORCID 0000-0003-3132-7818
Adrian-Constantin SachelarieFaculty of Mechanics, "Gheorghe Asachi" Technical University of Iasi, 41 Dimitrie Mangeron Blvd., 700050 Iasi, Romania.
Gabriel-Dragos VasilescuNational Institute for Research and Development in Mine Safety and Protection to Explosion-INSEMEX, 332047 Petrosani, Romania.ORCID 0000-0003-3591-9458
Nicanor CimpoesuFaculty of Materials Science and Engineering, "Gheorghe Asachi" Technical University of Iasi, 41 Dimitrie Mangeron Blvd., 700050 Iasi, Romania.

Funding

SC PROPTECH INDUSTRY SRL 22154/08.10.2025Ştefan cel Mare University of Suceava 19299/18.09.2025
6 · The paper itself

Abstract

The current trend in both academic research and industrial applications is to expand the use of additive manufacturing processes across an increasing number of functional domains. This has led to substantial efforts aimed at improving the overall performance of additively manufactured components, particularly those produced by Material Extrusion (MEX). One of the main limitations of MEX-fabricated parts is the presence of air voids formed between deposited lines and layers, which reduce mechanical strength and structural uniformity. In this context, the present study investigates the influence of inter-layer ironing process parameters, an approach intended to modify near-surface morphology and improve the surface quality and dimensional accuracy of two commonly used materials, namely lightweight polylactic acid (PLA-LW) and standard. The experimental setup involved varying the ironing direction, nozzle diameter, and ironing spacing, while keeping all other manufacturing parameters constant. A complete 4 × 3 × 3 factorial experimental design was employed, considering three process parameters: ironing direction at four levels, nozzle diameter at three levels, and ironing spacing at three levels, resulting in 36 parameter combinations applied to each material separately. Performance evaluation included surface roughness (S

Indexed as

additive manufacturinginterlayer ironingmaterial extrusionPLAPLA-LWporosityshore D hardnesssurface roughnessultrasonic testing

Identifiers

PMID42513796
PMCPMC13413180

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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.