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Record W4382700900 · doi:10.11159/iccste23.179

Temperature Effects on Concrete Slab on Steel Girder Bridges with Malfunctioning Expansion Joints

2023· article· en· W4382700900 on OpenAlexafffundvenueabout
Istemi F. Ozkan, Husham Almansour

Bibliographic record

VenueProceedings of the International Conference on Civil, Structural and Transportation Engineering · 2023
Typearticle
Languageen
FieldEngineering
TopicFire effects on concrete materials
Canadian institutionsNational Research Council Canada
FundersInfrastructure CanadaNational Research Council Canada
KeywordsSlabExpansion jointGirderStructural engineeringMaterials scienceEngineering

Abstract

fetched live from OpenAlex

For both the design of new bridges and the evaluation of existing bridges, the quantification of the effects of thermal loads on structural behaviour is an important factor that needs to be taken into account. With the projected increase in average temperatures in Canada due to climate change, combined with deterioration, the demand on bridge infrastructure is expected to increase. Among the various deterioration issues in bridges, one of the most common is the malfunctioning of expansion joints. Due to the accumulation of debris and dirt in the joint, the axial movement of the bridge superstructure may be restrained, leading to axial forces at levels that the structural members are not originally designed for. It was also reported in the literature that the increasing temperature due to climate change may accelerate the overall deterioration rates and that of the expansion joints. This paper outlines a preliminary study on impacts of malfunctioning expansion joints on the structural behaviour and moment resistance of concrete slabs on steel girder (CSSG) bridges. A summary of temperature loads per the Canadian Highway Bridge Design Code (CHBDC) for various Canadian cities with different climates is first presented. A Finite Element Analysis (FEA) of a three-span continuous CSSG bridges is introduced and the results for axial load levels on this bridge with malfunctioning expansion joints are presented assuming that the bridge is situated at the location with the largest temperature loads among the locations considered. A brief literature review on the quantification of the moment resistance of CSSG bridges subject to interactions of axial force and shear is provided. Based on the FEA and literature review presented, future research considerations are proposed for temperature distribution and moment-shear-axial load interaction relationships on multi-span continuous CSSG bridges.

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 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 score0.236
Threshold uncertainty score0.742

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)0.0000.000

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 head0.008
GPT teacher head0.197
Teacher spread0.189 · 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 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

Citations1
Published2023
Admission routes4
Has abstractyes

Explore more

Same venueProceedings of the International Conference on Civil, Structural and Transportation EngineeringSame topicFire effects on concrete materialsFrench-language works237,207