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Record W4225141522 · doi:10.11159/icsect22.157

A Comparative Study between the Analytical and Experimental Deflection Response of Corroded Simply Supported Reinforced Concrete Beams

2022· article· en· W4225141522 on OpenAlexvenueno aff
Amthal Hakim, Wael Slika, Adel El Kordi, Asaad Biqai

Bibliographic record

VenueProceedings of the World Congress on Civil, Structural, and Environmental Engineering · 2022
Typearticle
Languageen
FieldEngineering
TopicConcrete Corrosion and Durability
Canadian institutionsnot available
FundersBeirut Arab University
KeywordsDeflection (physics)Structural engineeringReinforced concreteMaterials scienceComputer scienceEngineeringPhysicsOptics

Abstract

fetched live from OpenAlex

This paper involves a comparative experimental and analytical investigation on the deflection behavior of corroded reinforced concrete simply supported beams.For this aim, two beams specimens of different dimensions are subjected to a lab-controlled environment to stimulate the effect of corrosion on their deflection values and two other beams of the same dimensions are kept intact as control beams.The impressed current technique is used for accelerating corrosion in beams for different periods of exposure.This has led to a different amount of corrosion in each beam.The load deflection variation of all the corroded and control beams is represented next when all beams are tested for bending until failure.On a parallel hand, an analytical attempt is run to determine the load deflection behavior using a simple mathematical modeling.The analytical approach involves the use of the modified deflection equations taking into account the amount of corrosion induced, the degradation in bond strength, and the resulting slippage effect in the beam.In both approaches, the corrosion phenomenon is shown to clearly affect the deflection behavior of the reinforced concrete beam.It is also noticed that a good agreement is achieved when identifying the analytical deflection value in simply supported reinforced concrete corroded beams in compare to the experimental acquired ones with some restrictions.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
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 science0.0010.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.012
GPT teacher head0.232
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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueProceedings of the World Congress on Civil, Structural, and Environmental EngineeringSame topicConcrete Corrosion and DurabilityFrench-language works237,207