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Magnetoelastic effect of kimberlite host rocks (Yakutsk diamondiferous province) 金伯利岩主岩的磁弹性效应(雅库茨克金刚石矿区)
Pub Date : 2024-01-17 DOI: 10.21285/2686-9993-2023-46-4-344-363
K. M. Konstantinov, M. Tomshin, M. S. Khoroshikh
The purpose of the research is to conduct petro- and paleomagnetic studies of Early Paleozoic rocks of the carbonate basement of a number of diamond deposits in the Yakutsk diamondiferous province in order to study the changes in petrophysical parameter values in the dynamic influence zone of a kimberlite pipe. It is shown that the formation of kimberlite diatremes accompanied by pulsating explosions shifting upwards brings about thermoelastic stress fields in the kimberlite-bearing medium, which are characterized by epigenetic changes and associated petrophysical heterogeneities (petrophysical anomalies). Petromagnetic heterogeneities of burning and stress are, therefore, some of these petrophysical anomalies, within which kimberlite-bearing rocks have contrastingly changed their original magnetic characteristics under the action of thermodynamic processes. Primarily, petromagnetic anomalies are reflected in the changed nature of the anisotropy of magnetic susceptibility: from sedimentary to dyke geotype. In addition, petromagnetic anomalies of magnetic susceptibility can be accompanied by the formation of metachronous natural residual magnetization vectors in kimberlite host rocks. The dimensions of petromagnetic anomalies (petromagnetic heterogeneities) may significantly exceed the size of the kimberlite pipe itself, which facilitates identification and delineation of the most promising areas. Besides, the magnetoelastic effect can create zones close to the kimberlite bodies that are hardly permeable for relatively viscous, protocrystal-rich mafic magmas. This is the reason for their wedging out along petrophysical barriers that is presented by splitting into thin tongues, formation of trap-free windows and corridors, toroidal shafts with sharply increasing thickness in intrusions, etc. Having relatively elevated values of magnetic and density parameters, such forms of igneous formations will be reflected in the observed geophysical fields. Thus, it is reasonable to consider petromagnetic anomalies as an important petrophysical search criterion for the detection of bedrock kimberlite bodies.
这项研究的目的是对雅库茨克金刚石矿床区一些金刚石矿床的碳酸盐基底早古生代岩石进行岩石和古地磁研究,以研究金伯利岩管动态影响区岩石物理参数值的变化。研究表明,金伯利岩二斜的形成伴随着向上移动的脉动爆炸,在含金伯利岩介质中产生了热弹性应力场,其特征是表生变化和相关的岩石物理异质性(岩石物理异常)。因此,灼烧和应力的岩石磁异质就是这些岩石物理异常中的一部分,在这些异常中,含金伯利岩在热力学过程的作用下对比地改变了其原有的磁性特征。岩磁异常主要反映在磁感应强度各向异性的性质变化上:从沉积岩到堤坝地质类型。此外,磁感应强度的岩石磁异常可能伴随着金伯利岩主岩中元古代天然残余磁化矢量的形成。岩石磁异常(岩石磁异质)的尺寸可能大大超过金伯利岩管本身的尺寸,这有助于识别和划分最有潜力的区域。此外,磁弹性效应可在金伯利岩体附近形成一些区域,这些区域对于相对粘稠、富含原晶的岩浆来说几乎不具渗透性。这就是它们沿着岩石学障碍楔出的原因,表现为分裂成细舌、形成无陷阱窗口和走廊、侵入体中厚度急剧增加的环形轴等。由于磁性和密度参数值相对较高,这种形式的火成岩构造将反映在观测到的地球物理场中。因此,将岩石磁异常视为探测基岩金伯利岩体的重要岩石物理搜索标准是合理的。
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引用次数: 0
Evolution of orogenic gold mineralization in the southern and eastern framing structures of the Siberian craton 西伯利亚克拉通南部和东部框架结构中造山运动金矿化的演变
Pub Date : 2024-01-17 DOI: 10.21285/2686-9993-2023-46-4-374-389
N. Goryachev, A. Budyak, T. I. Mikhalitsyna, Yu. I. Tarasova, I. N. Goryachev, O. T. Sotskaya
The purpose of the research is to compare the evolution of gold ore mineralization in the structures of the Baikal-Patom and Verkhoyansk-Kolyma marginal continental orogenic belts that arose on the passive margin of the Siberian continent in the Neoproterozoic-Paleozoic and Paleozoic-Mesozoic, and hosting the largest gold deposits in Russia. The similarities are noted as they reveal themselves in the characteristics of the mineralization stages, and in the typomorphism of pyrite that is the main mineral of ore formations. The study demonstrated the role of polychronic orogenic events of the Paleozoic and late Mesozoic times, which led to the formation of large fold belts in the development of large-scale gold mineralization of the southern and eastern framing of the Siberian craton. These events caused precious metals to mobilize and redistribute from precious metal-rich stratigraphic horizons as corresponding orogenic plutonometamorphic belts were formed. A comparative analysis of the Paleozoic-Mesozoic and Neoproterozoic-Paleozoic metallogenic profiles of the southern and eastern margins of the Siberian craton demonstrates the influence of the formation processes of orogenic gold mineralization, regardless of the composition of the host strata and mineralization age. General metallogenic characteristics of paleogeodynamic formation settings of noble metal mineralization of the orogenic-type, regardless of its age, can serve as the basis for geological-genetic and forecasting predictions as well as for the development of integrated assessment criteria for their prospects within the regions under investigation.
研究的目的是比较贝加尔-帕托姆和上霍扬斯克-科雷马边缘大陆造山带结构中金矿成矿的演化过程,这两个造山带产生于新元古代-古生代和古生代-中生代的西伯利亚大陆被动边缘,拥有俄罗斯最大的金矿床。这些相似之处体现在成矿阶段的特征以及矿层的主要矿物黄铁矿的类型。研究表明,古生代和中生代晚期的多时造山运动在西伯利亚克拉通南部和东部大型金矿化的发展过程中发挥了作用,形成了大型褶皱带。这些事件导致贵金属从富含贵金属的地层地层中移动并重新分布,形成了相应的造山变质带。对西伯利亚克拉通南缘和东缘的古生代-中生代和新元古代-古生代成矿剖面的对比分析表明,无论主地层的成分和成矿时代如何,造山金矿的形成过程都会产生影响。造山型贵金属成矿作用的古地球动力学形成环境的一般成矿特征(不论其年龄)可作为地质遗传和预测的基础,也可作为制定所研究区域内贵金属成矿前景综合评估标准的基础。
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引用次数: 0
Rapid X-ray fluorescence analysis as a modern alternative to traditional spectral methods in geochemical prospecting 快速 X 射线荧光分析作为地球化学勘探中传统光谱方法的现代替代方法
Pub Date : 2024-01-17 DOI: 10.21285/2686-9993-2023-46-4-390-401
O. V. Kuznetsova, O. Kachor, I. A. Matyuhin, Z. L. Ikramov, A. Parshin
The purpose of the study is to present the research results of the capabilities of modern portable rapid X-ray fluorescence analyzers when solving problems of geological and geochemical prospecting. On example of the applied SciAps X200 analyzer, the metrological indicators for the analysis results by portable instruments have been studied. The accuracy assessment results of analytical studies according to state standard reference samples are shown. Reproducibility of the analysis results is calculated on the basis of samples from promising gold sites of the Bodaibo synclinorium. The method is proved to be of high precision, and measurement errors in many cases are many times lower than the permissible certified values. The reproducibility is shown as 0,5–20 % depending on the element, which in most cases is significantly lower than the methodology permits. The results of interlaboratory comparative tests confirming the comparability of the analytical results of stationary and portable X-ray fluorescence analyzers are presented. For a number of significant elements, the authors have substantiated the lack of need to refine the results of the field rapid X-ray fluorescence analysis using labor-intensive and expensive methods with acid decomposition - atomic emission and atomic absorption spectroscopy. It has been proved that introduction of portable express equipment into geological prospecting works will make it possible to conduct real-time “on site” analytical studies.
本研究的目的是介绍现代便携式快速 X 射线荧光分析仪在解决地质和地球化学勘探问题时的能力方面的研究成果。以应用的 SciAps X200 分析仪为例,研究了便携式仪器分析结果的计量指标。根据国家标准参考样本进行的分析研究的准确性评估结果显示。分析结果的可重复性是根据来自博代博同源区有前景的金矿地点的样品计算得出的。该方法被证明具有很高的精确度,在许多情况下测量误差比允许的认证值低许多倍。根据元素的不同,重现性为 0.5%-20%,在大多数情况下明显低于方法允许值。实验室间比较试验的结果证实了固定式和便携式 X 射线荧光分析仪分析结果的可比性。对于一些重要元素,作者已经证实没有必要使用酸分解--原子发射和原子吸收光谱这种劳动密集型的昂贵方法来完善现场快速 X 射线荧光分析的结果。事实证明,在地质勘探工作中引入便携式快递设备将使实时 "现场 "分析研究成为可能。
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引用次数: 0
Analysis of the structure of lands disturbed by underground mining of ore deposits 受地下矿床开采影响的土地结构分析
Pub Date : 2024-01-17 DOI: 10.21285/2686-9993-2023-46-4-413-422
E. A. Ivanov, B. Talgamer
The purpose of the work is to study and analyze the structure of the lands disturbed by the mining enterprises of Eastern Siberia and the Far East developing ore deposits. While the issue of disturbed land reclamation is treated today by the project documentation of the mining enterprises as an aggregate plan, there is a risk of leaving the lands without due attention after the completion of mining operations. The conducted study included the analysis of the disturbed land structure according to the project documentation and field observations at four mining enterprises. As a result, the nature of the disturbed land sites and their area was determined. The field research revealed disturbances not provided by the projects and requiring extraordinary solutions to eliminate them. The average structure of disturbed lands under underground mining of ore deposits was determined, its differences from the similar structure under open-pit mining were identified. It has been proven that the activities of mining enterprises involved in the underground development of ore deposits and reclamation of disturbed lands lack due attention, which leads to the growth in technogenic relief area and adverse environmental impacts. The presented research methodology includes field work with the visits to mining enterprises, as well as the analysis of design solutions and satellite images.
这项工作的目的是研究和分析东西伯利亚和远东采矿企业开发矿藏时扰动土地的结构。如今,采矿企业的项目文件将受扰动土地的复垦问题作为一个整体计划来处理,但在采矿作业完成后,这些土地有可能得不到应有的关注。本次研究包括根据项目文件分析受干扰土地的结构,以及对四家采矿企业进行实地观察。因此,确定了受扰动土地的性质及其面积。实地研究发现了项目未提供的扰动,需要采取特别的解决方案来消除这些扰动。确定了矿床地下开采时扰动土地的平均结构,并确定了其与露天开采时类似结构的差异。事实证明,参与矿床地下开采和受扰动土地复垦的矿业企业的活动缺乏应有的重视,这导致了技术浮雕面积的增加和对环境的不利影响。本文介绍的研究方法包括实地考察采矿企业,以及分析设计方案和卫星图像。
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引用次数: 0
First results of using mineral concentration methods for metal recover from technogenically contaminated soils with significant organic concentrations 使用矿物浓缩法从含有大量有机物的技术污染土壤中回收金属的初步成果
Pub Date : 2024-01-17 DOI: 10.21285/2686-9993-2023-46-4-432-444
V. Trusova, O. Kachor, A. S. Alekseev, A. Parshin
The purpose of the article is to present the research results on the application of concentration methods to hazardous waste from the industrial site of the former Vostsibelement battery plant located in the town of Svirsk, Irkutsk region (Russia), which is the facility of accumulated environmental damage. The previous studies have identified significant contents of heavy metals and arsenic that exceed standard values by hundreds and thousands of times in the industrial site soils. This fact determines soil high hazard class – II and III. To reduce the hazard class and decrease the volume of hazardous waste it is proposed to use a recuperative approach, that means to recover some metals and arsenic in order to return them in economic circulation. A spiral concentrator, a shaking table and a centrifugal concentrator were used for gravity concentration of metals and arsenic. The best results were obtained using a shaking table. The latter made it possible to increase the lead content in the concentrate by 22 times as compared to the content in the original sample, arsenic content by 7.7 times, and iron content by 16.7 times. Magnetic concentration of the shaking table middlings made it possible to obtain a concentrate with a high content and recovery of iron, copper and zinc. Despite the fact that the soil waste contains a significant amount of organic matter unlike the case of ore processing, the possibility of successful metal recover and significant reduction of metal concentrations in soil is shown. The proposals for a further waste-recycling scheme are made on the basis of the data obtained.
本文旨在介绍对位于俄罗斯伊尔库茨克州斯维尔斯克市的前沃斯特西贝雷门特电池厂工业区的危险废物应用浓缩方法的研究成果,该工业区是造成环境破坏的累积设施。先前的研究发现,该工业区土壤中的重金属和砷含量严重超出标准值数百或数千倍。这一事实决定了土壤的高危等级--II 级和 III 级。为了降低危害等级和减少危险废物的数量,建议采用回收方法,即回收部分金属和砷,使其重新进入经济循环。使用螺旋浓缩机、振动台和离心浓缩机对金属和砷进行重力浓缩。使用振动台取得的效果最好。后者使精矿中的铅含量比原始样本中的含量提高了 22 倍,砷含量提高了 7.7 倍,铁含量提高了 16.7 倍。通过磁力浓缩振动筛中的矿渣,可以获得铁、铜和锌含量和回收率都很高的精矿。尽管与矿石加工不同,土壤废料中含有大量有机物,但仍显示出成功回收金属和显著降低土壤中金属浓度的可能性。根据所获得的数据,对进一步的废物回收计划提出了建议。
{"title":"First results of using mineral concentration methods for metal recover from technogenically contaminated soils with significant organic concentrations","authors":"V. Trusova, O. Kachor, A. S. Alekseev, A. Parshin","doi":"10.21285/2686-9993-2023-46-4-432-444","DOIUrl":"https://doi.org/10.21285/2686-9993-2023-46-4-432-444","url":null,"abstract":"The purpose of the article is to present the research results on the application of concentration methods to hazardous waste from the industrial site of the former Vostsibelement battery plant located in the town of Svirsk, Irkutsk region (Russia), which is the facility of accumulated environmental damage. The previous studies have identified significant contents of heavy metals and arsenic that exceed standard values by hundreds and thousands of times in the industrial site soils. This fact determines soil high hazard class – II and III. To reduce the hazard class and decrease the volume of hazardous waste it is proposed to use a recuperative approach, that means to recover some metals and arsenic in order to return them in economic circulation. A spiral concentrator, a shaking table and a centrifugal concentrator were used for gravity concentration of metals and arsenic. The best results were obtained using a shaking table. The latter made it possible to increase the lead content in the concentrate by 22 times as compared to the content in the original sample, arsenic content by 7.7 times, and iron content by 16.7 times. Magnetic concentration of the shaking table middlings made it possible to obtain a concentrate with a high content and recovery of iron, copper and zinc. Despite the fact that the soil waste contains a significant amount of organic matter unlike the case of ore processing, the possibility of successful metal recover and significant reduction of metal concentrations in soil is shown. The proposals for a further waste-recycling scheme are made on the basis of the data obtained.","PeriodicalId":128080,"journal":{"name":"Earth sciences and subsoil use","volume":" 785","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139617608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Geology from hand to hand (to the 85th anniversary of the Professor Aleksey Ivanovich Trubachev) 地质学手把手(献给阿列克谢·伊万诺维奇·特鲁巴切夫教授85周年纪念)
Pub Date : 2023-07-20 DOI: 10.21285/2686-9993-2023-46-2-234-243
A. T. Korolkov
This article is devoted to the Professor Aleksey Ivanovich Trubachev who is one of the most famous graduates of the Irkutsk Polytechnic Institute (now Irkutsk National Research Technical University), and his role in the formation  of a young geologist. Summarized published materials of the author of the article and his memoirs were transformed into  an essay on the life and creative activity of Aleksey Ivanovich Trubachev. Immediately after the graduation, he was sent to Trans-Baikal Integrated Research University (Chita) and joined a group of researchers investigating the unique Udokan deposit of copper sandstones and shales, which was headed by a well-known scientist, Deputy Director of the Institute Leonid Frantsevich Narkelyun. The largest works of A.I. Trubachev deal with the study of the material composition of the Udokan deposit ore bodies, the results of which are reflected in his candidate's dissertation defended at the Irkutsk Polytechnic University and in his doctoral dissertation defended in Novosibirsk. In all his works A.I. Trubachev proved the primary sedimentary genesis of the stratiform ores of the Udokan deposit, which was confirmed by the results of detailed exploration. In 1974, he started his teaching career. Today Aleksey Ivanovich is a professor at the Department of Minerals and Secondary Raw Materials Processing at the Trans-Baikal State University. For the period of his professional career, he has published 376 works, including 18 monographs, 19 teaching aids and textbooks on mineralogy, petrography and industrial mineralogy. A.I. Trubachev is actively involved in the creation of the unique mineralogical museum at the TransBaikal State University. The article pays special attention to the role of A.I. Trubachev in the formation of a young geologist during field works at the Udokan deposit. Field production practice is a major in the formation of a young geologist. In this case the most important things are the trust of the field mentor and early independent routing. Geologists and scientists like Professor A.I. Trubachev with extensive field and pedagogical experience certainly belong to the golden fund of the scientific and pedagogical personnel of Siberia.
这篇文章是献给阿列克谢·伊万诺维奇·特鲁巴切夫教授的,他是伊尔库茨克理工学院(现为伊尔库茨克国立技术研究大学)最著名的毕业生之一,以及他在培养年轻地质学家方面所起的作用。总结了文章作者的出版材料和他的回忆录被转化为一篇关于阿列克谢·伊万诺维奇·特鲁巴切夫的生活和创作活动的文章。毕业后,他立即被派往跨贝加尔湖综合研究大学(Chita),加入了一个由著名科学家、研究所副所长列昂尼德·弗朗采维奇·纳克尔云领导的研究小组,调查独特的乌多坎铜砂岩和页岩矿床。A.I. Trubachev最重要的工作是研究Udokan矿床矿体的物质组成,其结果反映在他在伊尔库茨克理工大学的候选人论文和在新西伯利亚的博士论文中。A.I. Trubachev在他的所有著作中证明了乌多坎矿床层状矿石的原始沉积成因,并通过详细的勘探结果加以证实。1974年,他开始了他的教学生涯。如今,阿列克谢·伊万诺维奇(Aleksey Ivanovich)是跨贝加尔湖国立大学矿物和二级原材料加工系的教授。在他的职业生涯中,他出版了376部著作,其中矿物学、岩石学和工业矿物学方面的专著18部,教材19部。A.I. Trubachev积极参与了跨贝加尔湖国立大学独特的矿物学博物馆的创建。本文特别关注A.I. Trubachev在Udokan矿床野外工作期间形成年轻地质学家的作用。野外生产实践是一门专业形成的青年地质学家。在这种情况下,最重要的事情是领域导师的信任和早期的独立路由。像A.I. Trubachev教授这样具有丰富的研究领域和教学经验的地质学家和科学家当然属于西伯利亚科学和教学人员的黄金基金。
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引用次数: 0
Comparative analysis of low-altitude magnetic survey sensitivity using unmanned aerial vehicles and land magnetic survey 无人机低空磁测与地面磁测灵敏度对比分析
Pub Date : 2023-07-20 DOI: 10.21285/2686-9993-2023-46-2-182-189
N. Snegirev, S. Gachenko, A. Parshin
The subject of the study is the problem of the decline degree of the information content of geophysical data when switching from land surveys to low-altitude geophysical survey using unmanned aerial vehicles. The research involves a comparative analysis of the information content of the unmanned aerial vehicle survey results and those of the land magnetic survey. The conducted research allowed to present the observed values of the magnetic field obtained  by both survey methods within the same area as well as the final information products in the form of the results of filtering and three-dimensional data inversion. It is shown that visual analysis of maps of the full vector of magnetic field strength gives the impression of a lower information content of magnetic survey performed by unmanned aerial vehicles. However, the data having been processed create final information products of identical information content. This concerns both the results of three-dimensional modeling of the effective magnetic susceptibility, and maps and plots of the anomalous magnetic field after filtering in a sliding window. The negative impact of geological interference from morainic deposits on ground data is also shown. Local magnetic anomalies based on unmanned aerial vehicle survey results can confidently correlate with land survey anomalies, whereas the data collected during low-altitude aeromagnetic survey using unmanned aerial vehicles have a lower error probability. The conclusions refer to a specific case and cannot be unambiguously applied  to any geological situation, however, the authors believe in the typicality of this example.
本文研究的主题是无人机低空物探调查从陆地调查转向低空物探时,物探数据信息量下降程度的问题。对无人机测量结果与地磁测量结果的信息含量进行了对比分析。通过研究,可以将两种测量方法在同一区域内获得的磁场观测值以及最终的信息产品以滤波和三维数据反演结果的形式呈现出来。结果表明,对磁场强度全矢量图进行可视化分析,会给人一种无人机磁测信息含量较低的印象。然而,经过处理的数据产生了具有相同信息内容的最终信息产品。这既涉及有效磁化率的三维建模结果,也涉及滑动窗口滤波后的异常磁场图和图。此外,还显示了冰碛物的地质干扰对地面数据的负面影响。基于无人机测量结果的局部磁异常与陆地测量异常具有较强的相关性,而无人机低空航磁测量数据的误差概率较低。结论是指一个具体的情况,不能明确地适用于任何地质情况,但是,作者认为这个例子具有典型性。
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引用次数: 0
Formation stages of the Kholodninskoye pyrite-polymetallic deposit ore zone 霍洛德宁斯耶硫铁矿-多金属矿床成矿带的形成阶段
Pub Date : 2023-07-20 DOI: 10.21285/2686-9993-2023-46-2-201-211
Yu. I. Tarasova, A. Budyak
The Kholodninskoe pyrite-polymetallic deposit (Baikal-Patom plateau, Russia) was discovered in 1968, but the questions of its genesis still remain controversial. It is assumed that the explosive activity of volcanic apparatuses of the southern part of the Baikal-Muya zone as well as underwater exhalations of the scattered spreading zone of the back-arc basin could have most likely influenced the geochemical features of amagmatic deposits of the Bodaibo and Patom zones. To investigate the influence of underwater hydrothermal activity on the geochemical features of Neoproterozoic carbonbearing sediments of the Baikal Mountain region, the Olokit zone, which is a fragment of the spreading zone of the backarc basin, was chosen. According to the geochemical parameters, the sediments of the Itykit and Ondokskaya formations hosting the Kholodninskoye deposit fall into the sedimentation area of DalnyaTaiga period paleobasins. Having compared the development of sulfide mineralization of ore objects of the Bodaibo and Olokit structural-formation zones, the authors suggest the unity of deposit formation processes within the Baikal Mountain area. The presence of framboidal pyrite indicates that the early stages of ore formation of the Kholodninskoe hydrothermal-stratiform polymetallic deposit were synchronous with sedimentation. The source of deposit ore zone enrichment with zinc lead, silver and other elements typical for low- and medium-temperature associations was a hydrothermal solution of the scattered spreading zone of back-arc basins. It is likely that the explosive and exhalation activities of the southern Baikal-Muya zone within the studied region also spread further northward, thus influencing the formation of siderochalcophilic geochemical specialization of amagmatic black shale strata of the Bodaibo and Patom zones. 
俄罗斯贝加尔湖-帕托姆高原Kholodninskoe黄铁矿多金属矿床于1968年被发现,但其成因至今仍有争议。认为贝加尔湖-穆亚带南部火山装置的爆炸活动以及弧后盆地分散扩张带的水下喷发极有可能影响了博代博和帕托姆带岩浆矿床的地球化学特征。为研究水下热液活动对贝加尔湖山地区新元古代含碳沉积物地球化学特征的影响,选取弧后盆地扩张带的一个片段Olokit带为研究对象。地球化学参数表明,承载Kholodninskoye矿床的Itykit组和Ondokskaya组沉积物属于DalnyaTaiga期古盆地沉积区。通过对Bodaibo和Olokit构造-形成带矿体硫化物成矿发育的比较,认为贝加尔山地区矿床形成过程具有统一性。草莓状黄铁矿的存在表明Kholodninskoe热液-层状多金属矿床的早期成矿与沉积是同步的。矿床成矿带富集锌、铅、银等中低温组合典型元素的来源为弧后盆地分散扩张带的热液。研究区内南贝加尔湖-穆亚带的爆炸和喷发活动可能也进一步向北扩散,从而影响了Bodaibo和Patom带岩浆黑色页岩地层中嗜铁嗜铜地球化学特化的形成。
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引用次数: 0
Submersible pumpset failure prediction using artificial intelligence methods 利用人工智能方法进行潜水泵组故障预测
Pub Date : 2023-07-20 DOI: 10.21285/2686-9993-2023-46-2-226-233
E. Shakirova, M. V. Semykin
It is well-known that large amounts of data are collected and processed during the operation of electric submersible pumps. To optimize the work of mining control center operators, it is recommended to use an automated emergency prevention system. In this way, operators will be able to receive timely information about possible equipment failures, which in its turn will increase the service life of the equipment and reduce operating costs for repairs. The purpose of the present research is to develop a model predicting submersible pumping equipment failures using the method of artificial intelligence. To identify the most accurate model, the paper compares the following forecasting methods: the nearest neighbour method and the linear classifier building method. The presented correlation was created on the basis of 30 parameters obtained from 272 wells of the Eastern Siberia field. Being used, it enabled error-free prediction of failures and complications in pumping equipment operation depending on the gas factor and frequency. Thus, the developed model can be used by oil and gas enterprises to predict failures and accidents in the operation of submersible pumping equipment. The conducted study shows that the prediction accuracy of the required parameter in the developed artificial intelligence model exceeds the results of conventional statistical methods. The model also can be useful for future optimization of processes when field planning and developing. Artificial intelligence is the best prediction method of submersible pumping equipment failures, due to its high speed and accuracy, cognitive technologies are widely used in big data processing.
众所周知,电潜泵在运行过程中需要收集和处理大量的数据。为了优化矿控中心作业人员的工作,建议采用自动化应急防范系统。通过这种方式,操作人员将能够及时收到有关设备可能出现故障的信息,从而增加设备的使用寿命,降低维修的运营成本。本研究的目的是建立一个基于人工智能的潜水泵设备故障预测模型。为了确定最准确的模型,本文比较了以下预测方法:最近邻方法和线性分类器构建方法。根据东西伯利亚油田272口井的30个参数建立了上述相关性。使用后,它可以根据气体因素和频率准确预测泵送设备运行中的故障和并发症。因此,所建立的模型可用于油气企业对潜水泵设备运行中的故障和事故进行预测。研究表明,所建立的人工智能模型对所需参数的预测精度超过了传统统计方法的结果。该模型还可用于未来现场规划和开发过程的优化。人工智能是目前最好的潜水泵设备故障预测方法,由于其速度快、精度高,认知技术在大数据处理中得到了广泛的应用。
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引用次数: 0
Formation features of the Svirsk fresh groundwater deposit 斯维尔斯克淡水矿床的形成特征
Pub Date : 2023-07-20 DOI: 10.21285/2686-9993-2023-46-2-190-200
A. Kuranicheva, Yu. K. Lankin, O. O. Naumova, E. S. Verkhozina
The object of the study is the Svirsk deposit of fresh groundwater located in the central part of the Irkutsk artesian basin of the second order, which is a part of the Angara-Lena artesian basin of the first order (Irkutsk region, Russia). Geologically, the area under investigation is located within the Pre-Sayan depression, which is complicated by the Irkutsk basement bench. The studied Svirsk hydraulic depression is confined to the tectonic crush zone of the Lower Cambrian carbonate rocks stripping from the mouth of the Kotikha river valley to the mouth of the Kamenka river valley between the bedrock slope and the Angara river (Bratsk reservoir since 1967). The purpose of this study is to study the formation features, supply sources and hydrogeochemical conditions of the deposit based on the analysis of hydrogeological work carried out over the period from 1968 to 2012. The research methodology includes the search for a site with high reservoir properties and high quality of groundwater meeting drinking requirements, which is located in the influence area of constant head boundaries (attracted resources of the Angara river) using a comprehensive geomorphological analysis. The described deposit is characterized by the aquifer thickness from 13 to 38.7 m, composed of karst carbonate deposits. The water conductivity coefficient is 1284–2500 m2/day, well flow rates vary from 4.88 l/s (422 m3/day) to 18.2 l/s (1572 m3/day) with a decrease of 0.78–1m respectively. The qualitative composition of groundwater meets the standards, whereas outside the field, quality indicators deteriorate. The authors have studied the neotectonic formation conditions of the deposit of underground drinking water, whose quality meets the requirements of the centralized water supply, the main source of which is the attracted resources of the Bratsk reservoir. 
研究对象为位于伊尔库茨克二级自流盆地中部的Svirsk淡水矿床,该矿床是俄罗斯伊尔库茨克地区安加拉-莱拿一级自流盆地的一部分。从地质上讲,调查的地区位于前萨扬凹陷内,伊尔库茨克地下室使其更加复杂。研究的Svirsk水力坳陷局限于基岩斜坡与安加拉河之间的Kotikha河谷口至Kamenka河谷口的下寒武统碳酸盐岩构造挤压带(1967年建成的Bratsk水库)。本文通过对1968 - 2012年水文地质工作的分析,研究了该矿床的形成特征、补给来源和水文地球化学条件。研究方法包括利用综合地貌学分析,寻找一个位于恒定水头边界(安加拉河吸引的资源)影响区域内的具有高水库性质和满足饮用要求的高质量地下水的地点。该矿床的含水层厚度为13 ~ 38.7 m,为岩溶碳酸盐岩矿床。水电导率系数为1284 ~ 2500m2 /d,井流量变化范围为4.88 l/s (422 m3/d) ~ 18.2 l/s (1572 m3/d),分别减小0.78 m m。地下水的质量成分符合标准,而在野外,质量指标恶化。研究了新构造期地下饮用水矿床的形成条件,地下水水质满足集中供水的要求,主要水源为布拉茨克水库引水。
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Earth sciences and subsoil use
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