Evidence map›Paper›PMID 42098287›Full record

ArticleScientific reports2026

Eco-design and life cycle characterization of fiber-metal laminates for sustainable manufacturing and resource efficiency.

Anand Pai, Marcos Rodriguez-Millan, Satish Shenoy Baloor, Suhas Yeshwant Nayak, J P Jaideep

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

5 authors.

Anand PaiDepartamento de Ingeniería Mecánica, Universidad Carlos III de Madrid, Avenida de la Universidad, 30 (Edificio Sabatini), 28911, Leganés, Madrid, Spain. apai@ing.uc3m.es.
Marcos Rodriguez-MillanDepartamento de Ingeniería Mecánica, Universidad Carlos III de Madrid, Avenida de la Universidad, 30 (Edificio Sabatini), 28911, Leganés, Madrid, Spain.
Satish Shenoy BaloorManipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India.
Suhas Yeshwant NayakManipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India.
J P JaideepManipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India.

Funding

HORIZON EUROPE Marie Sklodowska-Curie Actions 101202017
6 · The paper itself

Abstract

Fiber-metal laminates (FMLs) are high-performance hybrid materials that integrate metal layers with fiber-reinforced polymer (FRP) composites to achieve superior strength-to-weight ratios. This study presents a comparative cradle-to-gate Life Cycle Assessment (LCA) of six distinct FML configurations, focusing on the environmental influence of fiber selection and metal surface treatment. The FMLs utilized AA2024-T3 aluminium alloy as facing layers, integrated with various high-performance fabrics: Basalt, Aramid, Zylon, and Innegra. A significant contribution of this research is the development of original inventory datasets for these specialized fiber fabrics, which were previously limited in existing databases. Using OpenLCA software with the ecoinvent 3.12 database and the ReCiPe 2016 Midpoint (H) method, the study integrates detailed surface treatment processes-specifically chemical anodizing and mechanical abrasion-directly into the LCA framework. The analysis identifies critical environmental hotspots, demonstrating that the choice of interfacial treatment and fiber type significantly dictates the sustainability profile of the laminate. The findings underscore the necessity of eco-design strategies in FML development, advocating for the substitution of high-impact components, the adoption of low-impact surface treatments, and the integration of energy-efficient manufacturing to advance circular economy pathways for hybrid composite systems.

Indexed as

Aluminium alloysClimate actionCradle-to-gateFiber-metal laminatesLife cycle assessmentSustainable manufacturingWoven fabrics

Identifiers

PMID42098287
PMCPMC13338400

What OpenQuestion holds

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LicenceCC BY
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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.