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Record W2947730506

Low temperature geothermal resources in abandoned mines of the Canadian Shield: A case study in the Chapais and Chibougamau area, Québec, Canada

2018· article· en· W2947730506 on OpenAlex
Andrea Louise Frances Morgan

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSkemman · 2018
Typearticle
Languageen
FieldEnergy
TopicGeothermal Energy Systems and Applications
Canadian institutionsnot available
FundersInstitut national de la recherche scientifique
KeywordsGeothermal gradientGeothermal energyShieldEnvironmental scienceThermal energyHydrology (agriculture)GeologyMining engineeringHeat transferGeotechnical engineeringPetrologyGeophysics
DOInot available

Abstract

fetched live from OpenAlex

With an average geothermal gradient of 7°C per kilometre, the Canadian Shield is not a conventional geothermal resource. However, due to the abundance of inundated mines within the province of Quebec, considerable volumes of water have been geothermally heated. This fluid can be used in conjunction with heat pump systems, where high flow rates are more important that fluid temperature, in order to heat nearby infrastructure. The area near the former mining centre of Chapais and Chibougamau, in the southern reaches of Nord du Quebec, is selected as a site in which to study this possibility.
\n
\nA numerical model of the Copper Rand mine, considering both fluid flow and heat transfer, is created to simulate the extraction of water from the mine’s main vertical shaft and its reinjection into another abandoned mine at a distance of 2.5 km. The results indicate that 1.32 x 10^8 MJ of thermal energy could be extracted annually from the mine for a period of 25 years, with a thermal power output of up to 4.35 MW. The main constraint on production is the hydraulic head build-up at the reinjection site. The abundance of abandoned mines in the region offer possibilities to utilize multiple reinjection sites, increasing the volume of water that can be extracted.
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\nA regional assessment of the Chapais and Chibougamau area indicates that significant quantities of thermal energy is contained within the region’s 24 flooded mines. Energy balance calculations were done in order to assess the energy contained within the mines. An easily adaptable numerical model was created in order to be able to quickly assess the extractable energy. This tool allows for a preliminary assessment of the potential geothermal heat extraction to determine if pursuing more detailed studies of specific mines is needed. Requiring only information regarding the total extracted ore and depth of the mine (parameters which are available for most mines), the model simulated the extraction of water from a vertical shaft and its reinjection elsewhere, in order to calculate the maximum sustainable production rate and the temperature of the produced water. If additional parameters are known, the model can easily be updated to incorporate mine geometry.
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\nKeywords: Geothermal energy; Abandoned mines; Ground source heat pumps; Quebec; Numerical modelling; Preliminary assessment

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.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.154
Threshold uncertainty score0.306

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 head0.009
GPT teacher head0.204
Teacher spread0.195 · 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