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Record W2603682036

Multiaxially Loaded Concrete Undergoing Alkali-Silica Reaction (ASR)

2016· dissertation· en· W2603682036 on OpenAlexfundno aff
Bishnu Prasad Gautam

Bibliographic record

VenueTSpace (University of Toronto) · 2016
Typedissertation
Languageen
FieldEngineering
TopicConcrete and Cement Materials Research
Canadian institutionsnot available
FundersCanadian Nuclear Safety CommissionUniversity of Toronto
KeywordsAlkali–silica reactionAlkali metalAlkali–aggregate reactionChemistryMaterials scienceComposite materialOrganic chemistryCement
DOInot available

Abstract

fetched live from OpenAlex

Alkali-silica reaction (ASR), the predominant type of alkali-aggregate reaction, is a deleterious reaction that causes expansion, cracking, and degradation of mechanical properties of concrete. ASR remains a major problem for concrete structures worldwide. Many factors, such as alkali level, reactive component in aggregate, humidity, temperature, and stress state, affect the manifestation of ASR. While being a serious concern for ASR-affected concrete structures, the effect of stress state on the ASR expansion, cracking, and degradation of mechanical properties of concrete is poorly understood. 
\nIn this study, the effect of multiaxial stresses on the ASR-induced expansion, cracking, and degradation of mechanical properties of concrete was investigated. A novel method was developed for applying multiaxial (uniaxial, biaxial or triaxial) compressive stresses in concrete specimens and sustaining the stresses for the duration of the reaction. By measuring triaxial expansion, this study elucidated the axial and volumetric expansion of multiaxially loaded ASR-affected concrete. By performing damage rating index (DRI) analysis, ASR cracking was portrayed along three mutually perpendicular planes. ASR expansion and DRI were correlated for multiaxially loaded ASR-affected concrete. Moreover, by testing cores taken along different directions and at different stages of ASR, this study determined the influence of stress on the degradation of mechanical properties. The test results revealed that ASR-affected concrete behaves as an orthotropic material. This study developed an expansion-stress relationship for ASR-affected concrete. The proposed relationship was validated by performing a finite element analysis of the concrete specimens from the experiment. The predicted expansions are in reasonable agreement with the measured expansions. 
\nThis study also investigated the influence of temperature and of coarse aggregate grading on the ASR performance of concrete. Increasing temperature from 38 to 50 째C shortened the test duration by more than 3 times with little effect on the response of concrete. A 10% deviation in coarse aggregate grading may result in up to 50% larger concrete expansion. Moreover, through microscopic examination, this study explained the mechanism of the partial recovery that followed the loss in the mechanical properties of concrete caused by ASR.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
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 score0.309
Threshold uncertainty score1.000

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)0.0150.000

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 head0.013
GPT teacher head0.243
Teacher spread0.230 · 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.

Study designBench or experimental
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

Citations15
Published2016
Admission routes1
Has abstractyes

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