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Record W7061155709

Passive safety systems of light water SMR plants

2024· other· en· W7061155709 on OpenAlexfundno aff

Bibliographic record

VenueLUTPub (LUT University) · 2024
Typeother
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
FundersCanadian Nuclear Safety Commission
KeywordsModular designSystem safetyNatural circulationInherent safetyControl (management)Control system
DOInot available

Abstract

fetched live from OpenAlex

The goal of the thesis is to present and compare major global light water small modular reactor (SMR) plants and their passive safety systems. The thesis provides theory on SMR plants and their passive safety systems on a general level. Subsequently, it goes into detail regarding the passive safety systems of each design. These SMR designs include CAREM, ACP100, NUWARD, UK SMR, VOYGR and BWRX-300, of which three are integrated pressurised water reactors (iPWRs), one is a loop-type reactor, and one is a boiling water reactor (BWR). Moreover, the thesis introduces future projections regarding the commercial viability and technical aspects of these designs. The thesis is conducted as a literature review primarily based on technical publications.
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\nResults state that the designs have certain similarities such as PWRs opting for an integrated design, larger PWRs relying on forced circulation while smaller SMRs apply natural circulation, and utilisation of control rod driving mechanism (CRDM). Typically, soluble, or injected boron and/or burnable poison systems are used for reactivity control. Ultimately, safety is considered as a main priority in the designs. Future projections for the designs could be affected by the success of the first SMR design achieving criticality. It is also found that political alliances play a vital role in SMR development and commercial possibilities worldwide as well as that safety systems wouldn’t most likely be a deciding factor for global success of the designs. Comparing the designs remains largely theoretical as none of the referenced SMR designs in the thesis are operational.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.195
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.1960.001

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 head0.191
Teacher spread0.184 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2024
Admission routes1
Has abstractyes

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