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Record W4409258209 · doi:10.1061/jaeied.aeeng-1920

Design Guidelines for FRP-Faced Foam Core Sandwich Panels: Review and Building Code Compliance

2025· article· en· W4409258209 on OpenAlexaffabout
Raghad Kassab, Pedram Sadeghian

Bibliographic record

VenueJournal of Architectural Engineering · 2025
Typearticle
Languageen
FieldEngineering
TopicCellular and Composite Structures
Canadian institutionsDalhousie University
Fundersnot available
KeywordsSandwich-structured compositeMetal foamStructural engineeringCore (optical fiber)Aluminium foam sandwichCompliance (psychology)Fibre-reinforced plasticSandwich panelEngineeringForensic engineeringArchitectural engineeringMaterials scienceComposite material

Abstract

fetched live from OpenAlex

This paper presents a detailed review of structural insulated panels (SIPs), specifically focusing on variants composed of fiber-reinforced polymer (FRP) facings and foam core, and their applications within the construction industry, with a particular emphasis on compliance with Canadian building codes. The discussion encompasses the historical evolution of SIPs, fundamental design criteria, and their structural and thermal performance. Traditional SIPs, typically comprising an insulating foam core sandwiched between oriented strand board facings, are reviewed alongside nontraditional FRP-faced SIPs. The latter’s preliminary design considerations, emphasizing optimized foam core thickness and density to enhance thermal insulation without compromising structural integrity under diverse load conditions, are explored. Challenges and solutions associated with integrating SIPs into construction practices are addressed, highlighting the absence of universally recognized building codes specifically tailored for SIP design. Efforts to bridge this gap through detailed compliance pathways with the North American building codes are discussed. Furthermore, the paper delves into panel connections and overall system performance, focusing on achieving both thermal efficiency and structural integrity. Design examples showcasing the utilization of FRP-faced SIPs in various structural components, including floors, roofs, and walls, are provided. These examples detail load-bearing capacity, deflection limits, and the implementation of design principles to ensure optimal performance.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.005
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.004
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0030.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.003

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 head0.072
GPT teacher head0.325
Teacher spread0.253 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes2
Has abstractyes

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