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Record W6983531098

Multihazard Performance-Based Assessment of Multi-Storey Steel Braced Frame Buildings

2022· dissertation· en· W6983531098 on OpenAlexaboutno aff

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2022
Typedissertation
Languageen
FieldEngineering
TopicSeismic Performance and Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsWind engineeringLimit state designSeismic loadingReturn periodSeismic analysisIncremental Dynamic AnalysisWind powerStructural loadReliability (semiconductor)Seismic hazardStructural system
DOInot available

Abstract

fetched live from OpenAlex

Seismic codes have evolved to the point that allows integrating Structural System Reliability of buildings into the seismic analysis by limiting the building damage under earthquake input, while keeping a reasonable margin of safety. However, wind design following the major international standards, including the National Building Code of Canada, remains prescriptive and overall conservative. \nCurrent wind design uses the first significant yielding of a structural member as a strength limit state and does not explore nonlinearity beyond the design level, neither accounts for the inherent system overstrength. In other words, it does not explore the wind response of the lateral force resisting system (LFRS) from yielding to the system’s failure mechanism. For a building located in a seismic region, the LFRS has well-detailed ductile fusses that are allowed to yield under seismic loads and dissipate energy through hysteresis but are required to respond elastically under wind load. Further, the return period for the seismic and wind loads are not compatible in the building codes; hence, at design level, the seismic hazard is associated to 2500-year return period and the wind hazard (ultimate limit state) to 500-year return period. \nThis research presents a multihazard assessment of two multi-storey concentrically braced frame (CBF) buildings located in Montreal, Quebec, where both wind and earthquake load are critical. The collapse margin safety under earthquake load is conducted according to FEMA P695 (2009) procedure and the wind reliability criterion is verified as per the ASCE PBWD (2019) pre-standard methodology. \nIn this study, the nonlinear dynamic response of the LFRSs of studied buildings was analyzed to different seismic and wind hazard levels using two-dimensional numerical models developed in the OpenSees framework. Then, these models were independently subjected to a set of seven artificial ground motions and aerodynamic data derived from the Tokyo Polytechnic University (TPU) aerodynamic database. Using data from seismic and wind Incremental Dynamic Analyses (IDA), the fragility curves were constructed and the failure mechanisms of multi-storey Concentrically Braced Frames (CBF) under wind and earthquake was identified. The progressive development of dynamic response from yielding to collapse is also discussed. \nThe study concluded that more flexibility could be permitted to wind design by accounting for the inherent structural overstrength and limited ductility, while challenging aspects may still arise due to inherent differences between earthquake and wind loads.

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: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.022
GPT teacher head0.287
Teacher spread0.264 · 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 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
Published2022
Admission routes1
Has abstractyes

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