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АНАЛИЗ МЕЖДУНАРОДНОГО ОПЫТА ПО СНИЖЕНИЮ ПОТЕРЬ И РАЗУБОЖИВАНИЮ РУД ПРИ РАЗРАБОТКЕ МАЛОМОЩНЫХ РУДНЫХ ЗАЛЕЖЕЙ

2025· article· ru· W4414865704 on OpenAlexaboutno aff
A.M. Suimbayeva, Azamat Matayev, А.Ж. Ауелбекова, Ж. Шлатаев

Bibliographic record

VenueGornyj žurnal Kazahstana. · 2025
Typearticle
Languageru
FieldEngineering
TopicMining Techniques and Economics
Canadian institutionsnot available
Fundersnot available
KeywordsStopingContext (archaeology)DrillingUnderground mining (soft rock)Open-pit miningMining industry

Abstract

fetched live from OpenAlex

В условиях активного развития подземной добычи, особенно при отработке маломощных рудных тел, важной задачей является снижение потерь и разубоживания руды. В статье на основе опыта Канады, Австралии, Китая и России рассмотрены подходы к повышению извлечения и качества руды. Проанализированы геомеханические условия, системы разработки, технические средства и цифровые решения. Описаны инновационные методы бурения, цифровое управление производством и системы сухой закладки. Выделены преимущества подэтажной скважинной отбойки для селективности и безопасности горных работ. Результаты могут быть адаптированы для отечественной практики Жерасты пайдалы қазбаларды өндірудің қарқынды дамуы жағдайында, әсіресе қуаттылығы аз кен денелерін игеруде, кеннің шығынын және кедейленуін азайту өзекті мәселе болып табылады. Мақалада Канада, Аустралия, Қытай және Ресей тәжірибелері негізінде кен шығымын арттыру және сапасын жақсарту тәсілдері талданды. Геомеханикалық жағдайлар, қазу жүйелері, техникалық құралдар мен цифрлық шешімдер қарастырылды. Инновациялық бұрғылау әдістері, өндірісті басқарудың цифрлық технологиялары және құрғақ толтыру жүйелері сипатталды. Подэтаждық ұңғымалық қопару жүйесінің селективтілігі мен тау-кен жұмыстары қауіпсіздігін қамтамасыз етудегі артықшылықтары айқындалды. Зерттеу нәтижелері отандық тәжірибеге бейімдеуге ұсынылады In the context of intensive underground mining development, particularly in the extraction of thin ore bodies, reducing ore losses and dilution remains a critical challenge. This article, based on the experience of Canada, Australia, China, and Russia, examines methods to enhance ore recovery and quality. It analyzes geomechanical conditions, mining systems, technical equipment, and digital solutions. Innovative drilling techniques, digital production management tools, and dry backfill systems are described. The advantages of sublevel open stoping with long-hole drilling for selective mining and operational safety are highlighted. The findings can be adapted to improve domestic practices in thin ore body mining

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.615
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0040.002

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 head0.218
Teacher spread0.212 · 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
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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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