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Record W4404958396 · doi:10.1016/j.jobe.2024.111500

Hygrothermal and airtightness performance assessment of prefabricated lightweight wall systems for cold climates

2024· article· en· W4404958396 on OpenAlexafffund
Jeremy Piggot-Navarrete, Pierre Blanchet, Antoine Cogulet, Matheus Roberto Cabral

Bibliographic record

VenueJournal of Building Engineering · 2024
Typearticle
Languageen
FieldEngineering
TopicHygrothermal properties of building materials
Canadian institutionsUniversité LavalNatural Sciences and Engineering Research Council of Canada
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsStructural engineeringArchitectural engineeringEngineeringCold climatePrefabricationCivil engineeringEnvironmental scienceForensic engineeringGeology

Abstract

fetched live from OpenAlex

Wooden prefabricated wall panels (WPWP) are increasingly used in the residential sector due to their practical and environmental benefits compared to traditional on-site systems. However, there is limited information regarding their influence on the building envelope´s performance, particularly at panel junctions. Therefore, this study investigated the hygrothermal and airtightness performance of two WPWP systems, one standard and one optimized, focusing mainly on panel-to-panel junctions. Laboratory heat and vapor transfer, thermography, and airtightness assessments were conducted over two full-scale prefabricated walls and a reference on-site traditional wall. In addition, hygrothermal simulations were carried out utilizing WUFI Pro, to compare laboratory heat and vapor transfer results with theoretical values. The results showed that the prefabricated walls reduced heat loss through the air leakage sources of the junctions by up to 17.8% and a reduction of air infiltration by up to 76%, compared to the on-site reference. It was also found that using polyurethane foam in panel junctions generated thermal benefits. Still, care should be taken with the amount of polyurethane foam used to avoid increasing relative humidity. In addition, bio-based insulation (hemp fiber) used in the optimized prefabricated wall exhibited adequate hygrothermal performance as it slightly improved the thermal resistance without increasing the risk of interstitial condensation. Overall, the findings demonstrated that wooden prefabricated wall systems can significantly reduce heat loss and air infiltration, highlighting their potential as a hygrothermally efficient alternative to traditional construction methods. • Prefabrication enhances the hygrothermal performance of external walls • Structural joints represent critical points in the envelope • Panel-to-panel junctions with polyurethane foam reduce air leakage at joints • Care should be taken in the amount of polyurethane foam at joints • Hemp fiber insulation can improve wall hygrothermal 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 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)0.001
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: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.343
Threshold uncertainty score0.741

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.011
GPT teacher head0.231
Teacher spread0.220 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
Domainnot available
GenreEmpirical

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

Citations6
Published2024
Admission routes2
Has abstractyes

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