MétaCan
Menu
Back to cohort
Record W6991300520

Finite Element Analysis of Profiled High Density Polyethylene Stormwater Arches Under Live Loading

2018· dissertation· en· W6991300520 on OpenAlexfundno aff

Bibliographic record

VenueQSpace (Queen's University Library) · 2018
Typedissertation
Languageen
FieldEngineering
TopicGeotechnical Engineering and Soil Stabilization
Canadian institutionsnot available
FundersCouncil of Ontario Universities
KeywordsArchFinite element methodViscoplasticityUltimate failureDeformation (meteorology)Ultimate tensile strengthMaterial propertiesNonlinear systemArch damSeismic loading
DOInot available

Abstract

fetched live from OpenAlex

The physical response of a profiled high-density polyethylene stormwater retention arch structure under shallow burial subjected to design truck loading was investigated, with an emphasis on finite element modelling of the soil-structure system. First, three-dimensional, geometric and materially nonlinear finite element analysis was used to model a physical test on an arch specimen prior to burial with the goal to develop and validate a structural model capable of simulating the response of the arch structure up to and past its ultimate limit state. The explicit three-dimensional geometry of the tested arch specimen was measured in detail using a laser scanner, and tensile index tests were carried out to calibrate a viscoplastic constitutive model. The analysis was capable of replicating the measured load-displacement response of the structure up to and past its ultimate limit state governed by buckling. Second, analysis of a previously conducted full-scale physical test of a single arch structure buried with 460 mm cover above the crown and subjected to cyclic design truck loading was carried out. Displacement measured in the first load cycle was notably higher than in subsequent load steps as the arch worked its way into position, which included the densification of the initially uncompacted gravel backfill and soil shear failure underneath the wheel pad. Time-dependent behaviour was noted under constant load holds, particularly during the first load cycle. The validated structural model was used in conjunction with a nonlinear, elastic-plastic soil model to explicitly model the laboratory setup and testing. The model was able to capture the behaviour of cyclic loading, including apparent stiffening of the soil-structure system after the first load cycle. It matched displacements and deformed shape at the start of the nominal design wheel load (71.2 kN) for all load cycles but was unable to match the measured results during constant load holds and at the larger partially factored design wheel load (90.3 kN).

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)
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 score0.816
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
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 head0.006
GPT teacher head0.175
Teacher spread0.169 · 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 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

Citations0
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueQSpace (Queen's University Library)Same topicGeotechnical Engineering and Soil StabilizationFrench-language works237,207