MétaCan
Menu
Back to cohort

Critical Appraisal of Common Simplified Assumptions in Seismic Stability Analyses of Gravity Dams

2016· article· en· W2269455269 on OpenAlexafffund
Sylvain Renaud, Najib Bouaanani, Benjamin Miquel

Bibliographic record

VenueJournal of Performance of Constructed Facilities · 2016
Typearticle
Languageen
FieldEngineering
TopicDam Engineering and Safety
Canadian institutionsHydro-QuébecPolytechnique Montréal
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsGravity damGeotechnical engineeringCohesion (chemistry)GeologyResidualSafety factorStiffnessFactor of safetyResidual strengthStability (learning theory)Displacement (psychology)Structural engineeringEngineeringFinite element method

Abstract

fetched live from OpenAlex

In practical seismic stability analyses of gravity dams, it is common to (1) oversimplify irregular dam-rock interfaces, (2) neglect the effects of cohesion and tensile strength, and (3) ignore the effects of vertical ground accelerations. In this paper, a critical appraisal of such simplifying assumptions is proposed. For this purpose, an efficient procedure for dam seismic stability analysis not requiring the above-mentioned assumptions is first proposed. The developed technique is applied to investigate the seismic stability of an existing gravity dam with a stepped dam-rock foundation. The response of the dam is studied under the effects of two earthquakes differing by their frequency contents. The resulting stresses at the dam-rock interface, sliding safety factors, crack lengths, and residual displacements are examined. Detailed discussion of the effects of dam-rock geometry, mechanical properties at the dam-rock interface, and the vertical seismic component is presented. It is primarily shown that a simplified dam-rock geometry should be used with caution because it may lead to inaccurate results for the dam sliding safety factor and residual displacement. The results also emphasize the importance of cohesion, tensile strength, and friction in dam seismic stability assessment. The sensitivity of stress distributions at dam-rock interface to ground accelerations is illustrated. The sliding safety factor is found to be practically insensitive to the vertical seismic component, whereas dam residual displacements are more affected.

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)0.006
metaresearch head score (Gemma)0.025
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.006
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.025
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0020.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.028
GPT teacher head0.301
Teacher spread0.272 · 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 designTheoretical or conceptual
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

Citations7
Published2016
Admission routes2
Has abstractyes

Explore more

Same venueJournal of Performance of Constructed FacilitiesSame topicDam Engineering and SafetyFrench-language works237,207