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Record W4413363311 · doi:10.1016/j.jcsr.2025.109895

Life-cycle cost-benefit analysis and design of retrofitting steel frames using friction devices

2025· article· en· W4413363311 on OpenAlexafffundabout
Chunxiao Ning, Yazhou Xie

Bibliographic record

VenueJournal of Constructional Steel Research · 2025
Typearticle
Languageen
FieldEngineering
TopicSeismic Performance and Analysis
Canadian institutionsMcGill University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsRetrofittingStructural engineeringLife-cycle cost analysisEngineeringSteel frameComputer scienceForensic engineeringReliability engineering

Abstract

fetched live from OpenAlex

Many existing steel moment-resisting frame (MRF) buildings in Canada were constructed during the 1960s and were not designed to account for seismic loads. Friction devices reduce seismic damage to buildings by supplementing force, stiffness, and energy dissipation mechanisms. Despite being aware of the seismic risk of early-designed MRFs in Canada, building owners are often discouraged by the high upfront retrofit costs, preventing them from making proactive investments with less tangible immediate benefits. This study develops a risk-based life-cycle cost-benefit (LCCB) approach to evaluate the economic trade-off between upfront retrofit expenses and lifetime benefits. The study focuses on two representative six-story steel MRF office buildings in Montreal and Vancouver. The retrofits employ brace-friction device systems designed through a displacement-based procedure under multiple scenarios with varying force modification factors, brace stiffness ratios and earthquake return periods. The LCCB analysis integrates seismic hazard analysis, ground motion selection, nonlinear response history analysis, seismic fragility modeling, life-cycle loss assessment and retrofit cost estimation. Life-cycle benefits are quantified as the reduction in seismic loss between as-built and retrofitted buildings, from which (1) the benefit-cost ratio is computed to compare the economic viability of each retrofit design and (2) the anticipated net balance is quantified to pinpoint the payback year. This study systematically evaluates to what extent different retrofit designs of brace-friction device assemblies would affect the life-cycle benefit-cost performance of steel MRFs. Research findings also provide a risk-based tool to guide decision-makers in identifying cost-effective solutions for retrofitting steel MRF buildings using friction devices.

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)0.001
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: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.110
Threshold uncertainty score0.388

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.043
GPT teacher head0.330
Teacher spread0.288 · 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 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

Citations3
Published2025
Admission routes3
Has abstractyes

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