Evidence map›Paper›PMID 41901888›Full record

ArticlePolymers2026

A Sustainable Path for Automotive Composite Tooling: Novel Materials, Design, and Technologies Through FEM and LCA.

Gloria Anna Carallo, Laura Magnasco, Stefano Chiocca, Andrea Lessio, Michela Mattia, Michele Morbarigazzi, Alessio Verdulli

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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.

Gloria Anna CaralloESG, Sustainability, and Climate Risk, RINA Consulting S.p.A., 16129 Genoa, Italy.ORCID 0000-0001-8958-5401
Laura MagnascoESG, Sustainability, and Climate Risk, RINA Consulting S.p.A., 16129 Genoa, Italy.ORCID 0009-0005-4085-8321
Stefano ChioccaAerospace & Defense R&D, RINA Consulting S.p.A., 16129 Genoa, Italy.ORCID 0009-0006-5924-7114
Andrea LessioMechanical Design and Simulation, RINA Consulting S.p.A., 16129 Genoa, Italy.ORCID 0009-0003-4391-8380
Michela MattiaSustainability, Decarb and Materials R&D, RINA Consulting S.p.A., 16129 Genoa, Italy.ORCID 0000-0003-3122-7446
Michele MorbarigazziR&D Management, Bercella S.p.A., 43040 Varano de' Melegari, Italy.
Alessio VerdulliAutomotive & Motorsport, Bercella S.p.A., 43040 Varano de' Melegari, Italy.

Funding

European Commission 101074299
6 · The paper itself

Abstract

In the automotive industry, the push for lightweighting, sustainability, and performance underpins the need for continuous improvement of materials and processes; thus, this research explores the introduction of different approaches for processing optimization. The Finite Element Method (FEM) excels at enhancing structural efficiency and reducing material use in composite tooling like stamping dies, while Life Cycle Assessment (LCA) quantifies environmental impacts over the product life cycle. Coupling these approaches is promising but challenging due to difficult integration into well-established industrial practices. In this framework, the study presents the combination of FEM-LCA analyses on a tool for a composite car bonnet, considering an industrial case. The reduction in weight (-85%) obtained through FEM topology optimization, along with novel materials (thermoplastic polymers) and processes (3D printing, internal recycling), results in an environmental impact reduction over the tooling process (-43% in climate change). The two analyses enable a holistic tool design that balances mechanical performance with reduced carbon footprint, aligning with the European regulatory framework and emission targets. The results demonstrate the feasibility of a coupled FEM-LCA approach to optimize composite tooling in the automotive context, with a positive prospect of full-scale integration into the industrial value chain.

Indexed as

additive manufacturingautomotivecarbon-fibre compositesfinite element analysislife cycle assessmentpolymer recyclingsustainable materials

Identifiers

PMID41901888
PMCPMC13030533

What OpenQuestion holds

Textmetadata
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.