MétaCan
Menu
Back to cohort

On the use of an underground storage tank for disposing bleed water in standing column well systems

2024· article· en· W4392139216 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueGeothermics · 2024
Typearticle
Languageen
FieldEngineering
TopicGeotechnical and Geomechanical Engineering
Canadian institutionsNatural Resources CanadaPolytechnique Montréal
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsUnderground storage tankColumn (typography)Petroleum engineeringEnvironmental scienceGroundwaterWaste managementStorage tankMining engineeringGeologyEngineeringGeotechnical engineeringTelecommunications

Abstract

fetched live from OpenAlex

A standing column well is a groundwater-coupled heat pump system used for household and commercial space heating and cooling. During off-peak periods, groundwater is pumped from the well to a heat exchanger before being returned to the same well. During high-demand periods, a fraction of the outlet water is returned to the aquifer using an injection well. This operation strategy increases the thermal output by boosting advective heat transfer due to groundwater flow towards the borehole. However, using an injection well to return the bleed water to the aquifer may reduce the injection well’s uptake capability in the long term. To limit the risks associated with injection wells, this study investigates an alternative solution employing a perforated underground septic tank for bleed water disposal. Instead of being directed to an injection well, bleed water is temporarily stored in an underground storage tank and drained to the ground through a perforated area. The applicability of this solution is illustrated by a finite element simulation representing a 20 m 3 storage tank combined with a standing column well working over a 30-day heating period. The finite element model is constructed to integrate the geological and climatic conditions observed at an experimental site located in Varennes, Canada, but also the experimental measurements made over a 30-day field campaign. The drainage process is modeled by combining Navier–Stokes equations with Richards equation to model unsaturated and saturated porous medium flow. The performance of the studied solution is assessed by monitoring the hydraulic head of the water in the storage tank. Despite the low permeability of the studied site, the numerical findings proved that the infiltration through the perforated area of the tank was sufficient for storing and draining a total volume of 121.5 m 3 of bleed water with an average drainage ratio of 0.85. Additionally, the drainage streamlines proved that water returns to the lower rock unit. These results demonstrate that integrating a storage tank eliminates the necessity of an injection well for the simulated period without overflow risk. Despite the fact that viscosity changes influence drainage procedures, the thickness of the unsaturated was found to be the most essential performance parameter for the storage tank. • A perforated underground storage tank provides a new bleed solution for standing column wells. • Infiltration through the unsaturated zone is a potential re-injection method of bleed flow rate. • The thickness of the unsaturated zone has the greatest influence on the drainage performance of the storage tank.

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: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.346
Threshold uncertainty score0.362

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 head0.028
GPT teacher head0.210
Teacher spread0.182 · 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