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Record W4402334117 · doi:10.1016/j.jobe.2024.110648

The significance of mixing time in the development of the engineering properties of cemented fiber-reinforced tailings materials

2024· article· en· W4402334117 on OpenAlex
Shuaigang Liu, Mamadou Fall

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.

Bibliographic record

VenueJournal of Building Engineering · 2024
Typearticle
Languageen
FieldEngineering
TopicTailings Management and Properties
Canadian institutionsCarleton UniversityUniversity of Ottawa
FundersNatural Sciences and Engineering Research Council of CanadaCrown Property Bureau
KeywordsTailingsMixing (physics)FiberMaterials scienceComposite materialGeotechnical engineeringEngineeringMetallurgyPhysics

Abstract

fetched live from OpenAlex

Fibre-reinforced tailings backfill (FRB) has gradually been introduced in backfill mining to improve the mechanical performance of cemented paste backfill, a construction material used worldwide in underground mines. However, the effect of mixing time on the key engineering properties of FRB is not known. Closing this knowledge gap is essential for the cost-effective application of FRB in mines. Thus, the main research objective is to experimentally investigate the influence of the mixing time on key engineering properties of FRB, such as rheological (yield stress, viscosity), mechanical (strength, deformation behaviour), hydraulic (permeability, pore pressure) and microstructural (e.g., cement hydration products, pore structure) properties. An extensive experimental program was conducted using silica tailings and monofilament polypropylene fibers with Portland cement as the binder. The FRB samples were prepared with six different mixing times (1, 2, 4, 7, 10, and 15 min) and subjected to various curing periods (up to 90 days). These samples were subjected to a series of tests, including vane shear tests for yield stress, Brookfield viscometer tests for viscosity, unconfined compressive strength (UCS) tests, and saturated hydraulic conductivity tests. Additionally, microstructural analyses, such as thermogravimetric analysis (TGA) and mercury intrusion porosimetry (MIP), and an extensive monitoring program were conducted to evaluate the development of hydration products and pore structure, as well as to assess the progression of binder hydration and self-desiccation. The findings reveal a significant correlation between the mixing time and the characteristics of the FRB, spanning from its flow properties in the fresh state to its mechanical behaviour and permeability in the hardened state. Prolonged mixing time correlates with heightened yield stress and reduced viscosity, highlighting its pivotal role in influencing the material's performance. Moreover, a prolonged mixing time increased the reaction rate of binder hydration and accelerated the progression of self-desiccation within the FRB, which contributed to the enhancement of strength of FRB at early age. Furthermore, an extended mixing time resulted in pore structure refinement and lower permeability. The findings presented and discussed in the manuscript will contribute to a more cost-effective design of the FRB and its development. • Mixing time impacts properties of fibre-Reinforced Tailing Backfill (FRB). • FRB mechanical properties are a function of its mixing time. • FRB permeability and suction are influenced by mixing time. • Longer mixing time deteriorates flow ability of FRB. • FRB pore structure changes with the length of mixing time.

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)0.001
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.288
Threshold uncertainty score0.380

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.010
GPT teacher head0.186
Teacher spread0.176 · 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