Evidence map›Paper›PMID 42073793›Full record

ArticleMaterials (Basel, Switzerland)2026

Numerical Analysis of Bifacial Photovoltaic Panels Subjected to Repeated Loading.

Tomasz Jankowiak, Jan Białasik, Magdalena Łasecka-Plura, Mieczysław Kuczma

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. 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. Article
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

4 authors.

Tomasz JankowiakInstitute of Structural Analysis, Poznan University of Technology, Piotrowo 5, 60-965 Poznań, Poland.ORCID 0000-0002-5673-4041
Jan BiałasikInstitute of Building Engineering, Poznan University of Technology, Piotrowo 5, 60-965 Poznań, Poland.ORCID 0000-0003-0919-4115
Magdalena Łasecka-PluraInstitute of Structural Analysis, Poznan University of Technology, Piotrowo 5, 60-965 Poznań, Poland.ORCID 0000-0002-5229-9361
Mieczysław KuczmaInstitute of Building Engineering, Poznan University of Technology, Piotrowo 5, 60-965 Poznań, Poland.ORCID 0000-0001-7427-3675

Funding

Polish National Centre for Research and Development (NCBR) and the General Directorate of National Roads and Highways (GDDKiA) RID2/0004/2022
6 · The paper itself

Abstract

This study investigates the mechanical response of bifacial glass-glass photovoltaic modules subjected to snow-type loading, with a particular focus on the influence of silicon cell spacing on global deformation and local stress distributions in the silicon cell layer and the adhesive layer. Five computational finite element models were developed which explicitly represent all laminate layers and discrete cell layout. The numerical results are interpreted within the framework of partial interaction and shear transfer between the glass plies and are validated against previously obtained home conducted experimental observations. The results demonstrate that a silicon cell layout has a pronounced effect on local tensile stresses in silicon cells and on the curvature distribution within the laminate, while its influence on the global kinematic response is less critical. The numerical analysis indicates that the relative displacements between the glass layers resulting from the flexibility of the adhesive bond play a critical role.

Indexed as

bifacial photovoltaic modulecell spacingcomposite actionfinite element analysislaminated glassmechanical reliabilityrepeated loading

Identifiers

PMID42073793
PMCPMC13117188

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.