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Record W7071644890

The technical, economical and environmetal feasibility of implementing Small Modular Reactors (SMRs) : A case study of Rankin Inlet, Canada

2025· article· en· W7071644890 on OpenAlexaboutno aff

Bibliographic record

VenueDiVA (University of Gävle) · 2025
Typearticle
Languageen
FieldChemical Engineering
TopicMolten salt chemistry and electrochemical processes
Canadian institutionsnot available
Fundersnot available
KeywordsFossil fuelCriticalityModular designInvestment (military)Electricity generationCost of electricity by sourceEnergy independenceElectricityDiesel fuel
DOInot available

Abstract

fetched live from OpenAlex

This study examines the various challenges involved in implementing Small Modular Reactors (SMRs) in Rankin Inlet, Canada. This region has high dependence on highcost and contaminant energy sources due to its extreme climate and its isolation. The interest of this study is to replace their use of fossil fuels and to produce clean and local energy to improve citizen's quality of life through new fission technologies as SMRs. These reactors are in current development and testing its effectiveness. A combined technical, environmental, and economic evaluation was conducted to assess the suitability of SMRs for this context. The methodology included cost extrapolation from existing data, estimation of COz emission reductions, and calculation of the Levelized Cost of Electricity (LCOE) and the Return on Investment (ROI) for a 3 MWe reactor operating over a 60-year lifetime. The analysis shows that the SEALER, in terms of technical feasibility, is suitable for Arctic conditions due to its passive safety systems, compact size, and long operational life. From an environmental perspective, the replacement of diesel generators with SMR would account for a significant reduction in greenhouse gases emissions. In economic terms, while the initial investment costs are high, the long-term performance demonstrate the strong potential for cost-effectiveness and energy independence of those reactors. The study concludes that SMRs are a promising alternative to fossil fuels in remote communities.

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 score0.047
Threshold uncertainty score0.955

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 head0.011
GPT teacher head0.205
Teacher spread0.194 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueDiVA (University of Gävle)Same topicMolten salt chemistry and electrochemical processesFrench-language works237,207