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Record W7105989085 · doi:10.7939/83280

In-situ Evaluation of Long-Term Performance of CLT Panels in Below-Grade Applications: Mould Risk, Dimensional Stability, and Hygrothermal Responses

2025· dissertation· en· W7105989085 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Alberta Library · 2025
Typedissertation
Languageen
FieldEngineering
TopicHygrothermal properties of building materials
Canadian institutionsnot available
Fundersnot available
KeywordsBasementShrinkageWater contentMoistureInstrumentation (computer programming)Deformation (meteorology)Cross laminated timberClimate zones

Abstract

fetched live from OpenAlex

Reinforced concrete basements are the most popular solution in North American low-rise construction. However, cement and concrete production account for 5 to 8% of the global CO2 emission, corresponding to 3 to 6% of greenhouse gas emissions. Resilient and mechanically stable cross-laminated timber (CLT), a construction material for mid-rise buildings, is promising in basement construction. CLT panels have the potential to be more thermally efficient and offer better interior comfort than concrete wall basements. In addition, mass timber produces lower carbon emissions than concrete in the life cycle. However, research and applications of CLT panels in basement construction remain limited, leading to a knowledge gap in the in-situ performance of this innovative construction. The present study was developed as part of an extensive program to create the design concepts and methodology for constructing house basements using mass timber panels, focusing on CLT usage. A large-scale experiment was developed to assess the durability, deformation and thermal performance of using CLT panels in basement building construction. This research program investigated the mould growth risk, moisture content uptake, swelling and shrinkage coefficient and deformation modes, and the thermal performance CLT used as basement walls by monitoring a 6 m × 3 m basement in the field experiment constructed at the University of Alberta campus in Edmonton, Canada. An in-situ monitoring instrumentation program was established to measure the lateral earth pressure, CLT deflection, timber strain, soil temperature, soil moisture content, panel relative humidity and CLT panel temperature, and the program lasted for 24 months. In addition, a laboratory experiment was conducted to test the efficiency of a liquid waterproofing barrier in protecting the panels from moisture. A second laboratory experiment was conducted to calibrate the strain gauges in conditions similar to the filed construction and to derive shrinkage and swelling coefficients of a Spruce-Pine-Fir solid wood specimen to guide field testing determinations of these parameters. A mould growth risk assessment was conducted to evaluate the behaviour of the CLT panel under the below-grade environment throughout the year. The results indicated that the acceptable mould index of three was surpassed during periods of abundant water below the basement floor due to flood events, showing that the CLT panels were at risk of mould growth development. The average swelling and shrinkage coefficients calculated for CLT were around 2 times larger than the longitudinal and 20 times smaller than the transverse coefficients obtained from the laboratory experiment on solid wood specimens, indicating the effect of the cross-lamination on these coefficients. Cracks were the most visible in areas of the panel surface that presented knots and in the end-to-end joints of the panel lumber. Four deformation modes were observed according to the strain measurements and verified with the displacement measurements.The average heat loss per square meter calculated for the CLT basement wall was 0.793 W/m2, and the average cumulative heat loss for 720 days was 112.07 MJ/h/m2. The calculated thermal conductivity varied from 0.022 W/(m°C) to 0.363 W/(m°C). The average confirmed the value from the literature, 0.11 W/(m°C). This study explores a sustainable solution for concrete basements by proposing CLT as an alternative to enhance thermal efficiency and comfort in below-grade living spaces in cold climates. While research on CLT basement walls remains undeveloped, this is the first CLT basement to be reported, and this research may lead to a more sustainable approach to basement construction. This research aims to foster growth in the forestry industry and open new opportunities for CLT adoption in the Canadian housing market.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.222
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

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 designObservational
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

Citations0
Published2025
Admission routes1
Has abstractyes

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