MétaCan
Menu
Back to cohort
Record W4206692714 · doi:10.1002/cepa.1635

Development of Novel Connection Joints for Glass‐Plastic‐Composite Panels

2021· article· en· W4206692714 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

Venuece/papers · 2021
Typearticle
Languageen
FieldEngineering
TopicStructural Analysis of Composite Materials
Canadian institutionsArup Group (Canada)
Fundersnot available
KeywordsMaterials scienceComposite materialComposite numberClampingEpoxyAdhesiveDamage toleranceSandwich-structured compositeMechanical engineeringLayer (electronics)Engineering

Abstract

fetched live from OpenAlex

All‐glass systems such as mobile glass partition walls and all‐glass doors set high requirements for transparency, lightness and durability. The interconnection between the panels is conventionally performed by eye‐catching fittings and clamping details. Hence, innovative glass‐plastic‐composite panels, consisting of a systematic combination of a polymer Polymethylmethacrylate (PMMA) interlayer core and cover layers of thin glass, are currently under development. The units show high‐performance load‐bearing behaviour and exhibit full transparency at low panel self‐weight. Additionally, the novel composite allows for the implementation of a direct connection with the supporting structure into the PMMA interlayer core. These novel construction types will allow for small as well as unobtrusive connection details, which lead to the desired maximum transparency of all‐glass systems. Different connection joints such as fastened and bonded types were developed and tested with a focus on applications in all‐glass systems for the building industry. In this paper, the development process, and experimental results for different connection joints with glass and stainless‐steel substrates, tested under tensile and shear loading, are presented and evaluated in detail. For bonded joints, three transparent structural adhesives are included in the experimental program: UV acrylate, 2‐C epoxy resin and 2‐C polyurethane. Furthermore, the investigations consider detachable fastened connections. The results from form the basis for further investigations and an advanced design of connection details for the edge of glass‐plastic‐composites. A short outlook on the upcoming design of an ultra‐lightweight segmented glass arch adopting novel glass‐plastic‐composite panels and associated connections for the demonstration of the development in all‐glass applications completes the paper.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.023
Threshold uncertainty score0.587

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.223
Teacher spread0.205 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it