Volume 335, Nº 5 (2024)

Capa

Edição completa

Articles

Machine learning methods for selecting candidate wells for bottomhole formation zone treatment

Yamkin M., Safiullina E., Yamkin A.

Resumo

Relevance. The fact that currently various technologies are widely used in oil fields to increase oil recovery and intensify the inflow, such as treatment of a bottomhole zone with hydrochloric acid. In relation to the widespread use of this technology, problematic issues are coming to the fore, including those related to the selection of the right candidate wells at a given time for carrying out well treatment.

Aim. To optimize the search for candidate wells for carrying out treatment of the bottomhole zone. The work explores the possibility of using machine learning models to predict whether a well will be the right candidate for a well treatment.

Object. Machine learning models of the sklearn library.

Methods. To solve the problem of predicting whether a well is a candidate for bottomhole treatment, three machine learning models of the sklearn library were used: RandomForestClassifier, DecisionTreeClassifier, LinearRegression. To assess the quality of the constructed models, the following metrics from the same library were used: F1-score, AUC-ROC-score.

Results. The learning forest model showed the best results during training. Using the F1-score metric, this model showed 99.5% convergence on the testing dataset, and using the AUC-ROC-score metric, the accuracy was 99.9%. The resulting accuracy indicates the correctness of using RandomForestClassifier model to solve the problem of identifying the correct candidate wells.

Conclusion. The machine learning model was obtained that predicts with 99.5% accuracy whether a well will be the right candidate for a well treatment.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):7-16
pages 7-16 views

Synthesized method for estimating a power system regime parameters state for real time hardware and software packages

Batseva N., Foos Y., Sinitsin V., Belousov V.

Resumo

Relevance. Real time hardware and software systems are operated in power system operation centers. In these systems the state estimation block is one of the key one, since in accordance with the regime parameters results, derived from this block, the more comprehensive parameters can be calculated. These parameters are reckoned for system stability and reliability. Today telemetry and synchronized phasor measurements are used for parameters estimation. Therefore, the state estimation methods development is a relevant task.

Aim. Development and practical evaluation of the regime parameters estimation synthesized method for using in real time hardware and software systems. The synthesized method permits to improve estimation accuracy and decision quality of focal points coming from system stability and reliability stabilization.

Methods. Proposed me-thod is based on mathematical frameworks of Gauss–Newton method and extended Kalman filter when telemetry and synchronized phasor measurements arrays are simultaneously utilized.

Results. The synthesized method of power systems regime parameters estimation at steady-state and post accident conditions is developed and evaluated.

Conclusions. It is confirmed, that presented synthesized method increases accuracy of the voltage and active power flow estimation at steady-state and post accident regimes, thereby enabling the improved accuracy of maximum allowed active power flows and control action volumes in contrast to the standard state estimation method. Developed software provides an opportunity to implement this method into the state estimation block of real time hardware and software systems. The upcoming trends for state estimation methods development in the event of dynamic processes in power system areas are also formed.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):17-29
pages 17-29 views

Thawing of permafrost rocks when exploiting geothermal wells in Eastern Siberia

Polovnikov V., Bulba E., Shelemekhova S., Lyubivy E.

Resumo

Relevance. Ensured by well-known theses about energy security and transition to alternative energy sources, reducing environmental emissions and energy saving in various industries through the use of geothermal energy. The study of the thermal regimes of deposits of geothermal energy sources located in zones of permafrost is of particular interest. The operation of geothermal wells in permafrost is associated not only with the danger of collapses in the wellhead zone, but also with the destruction of well structures with the withdrawal of their operation for long periods of time.

Aim. Numerical analysis of heat transfer in the area where geothermal wells are located, taking into account the real characteristics of a typical geological section to predict the thawing of permafrost in Eastern Siberia.

Object. Typical geothermal well design, the main elements of which (columns, conductor and directions) are made of cement.

Methods. The simple iteration cycle was used in conjunction with the methods of two fractional steps according to the splitting scheme and the sweep method to solve the problem by the finite difference method. At nodal points belonging to several areas, the thermophysical characteristics were calculated as arithmetic averages. The adequacy of the results of the numerical analysis is confirmed by varying the grid parameters, the energy balance at the boundaries of the calculation area, and comparing the research results with literature data.

Results. The authors have carried out the analysis of heat transfer during the operation of geothermal wells in Eastern Siberia, taking into account the actual characteristics of permafrost rocks that vary with depth. It was revealed that the radii of thawing of permafrost for the conditions of Eastern Siberia are 12–17 meters. The feasibility of taking into account the dependence of the thermophysical characteristics of rocks/soils in accordance with the parameters of the geological section during the design, construction and operation of objects using geothermal energy is shown.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):30-38
pages 30-38 views

Characteristics of wastewater from the industrial zone of Usolye-Sibirskoe and its impact on hydrochemical composition of the Angara river during periods with different technogenic load

Tsvetkova E., Poletaeva V., Pastukhov M.

Resumo

Relevance. Tense ecological situation in the impact zone of the large industrial complex of Usolye-Sibirskoe on the Angara river, search for sources and ways of pollutants inflow during different periods of technogenic load, necessary to assess and forecast the current changes in the aquatic ecosystem.

Aim. To study chemical composition of wastewater from the industrial zone of Usolye-Sibirskoe during different periods of technogenic load and assess their impact on hydrochemical parameters of the Angara river water.

Objects. Wastewater from the industrial zone of Usolye-Sibirskoe and Angara river waters in the impact area during the period of high technogenic load (2010) and the period of its reduction (2020).

Methods. Chemical composition of wastewater and natural water was determined in the Center of Collective Use «Isotope-Geochemical Investigations» of Vinogradov Institute of Geochemistry SB RAS (Irkutsk, Russia). Concentrations of major ions in waters were measured using a set of methods generally accepted in hydrochemistry (atomic absorption and atomic emission flame spectrometry, spectrophotometry, potentiometry, titrimetry), Hg concentration was measured using atomic absorption spectrometry, concentrations of other trace elements – using mass spectrometry method (ISP MS).

Results. The authors have revealed significant changes in chemical composition of wastewater of the industrial zone in different periods of technogenic load, reflecting the transformation of pollution sources during the liquidation of technogenic objects of the area. Over the ten-year period particularly important changes are expressed in a significant decrease of Hg, Al, Cs, Ti, Cr, Cl and Na+ concentrations and increase of Mn concentrations in the wastewater of the industrial zone. This is reflected, in its turn, in the dynamics of hydrochemical composition of Angara river water in the impact area. In 2010 a regular consecutive decrease of most of elements concentrations was observed with distance of Angara river waters from technogenic sources. In 2020 their spatial distribution is opposite: with a significant decrease in concentrations of most of the studied elements at the river site 50 m downstream of industrial discharges, their increase was detected at more distant monitoring stations (1.5 and 5 km) where Mn, Cu, Cd and Tl concentrations were the highest. Despite significant changes in wastewater chemical composition in different periods of technogenic load, the Angara river waters at all monitoring stations in the impact zone of the industrial complex of Usolye-Sibirskoe are polluted.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):39-58
pages 39-58 views

Approximate solution of the problem of redundancy optimization of a complex technological ore grinding system

Balasanyan S., Gevorgyan H.

Resumo

Relevance. The need to improve the reliability and efficiency of the technological ore grinding system by element-by-element optimal loaded redundancy of its elements.

Aim. To substantiate the need to improve the efficiency of the ore grinding technological system functioning by optimal redundancy; to find out an approximate solution of the following problems: 1) to maximize the efficiency of the ore grinding complex system functioning by element-by-element loaded redundancy limited, superimposed on the technical and economic indicator of the system; 2) to minimize technical economic indicator of the ore grinding system at the set value of the efficiency indicator of its functioning.

Object. Ore grinding technological system, considered as a system with many operable states (multi-state system), the elements of which have only two possible states. The system under consideration is reserved by the element-by-element loaded redundancy method.

Methods. Method for evaluating the efficiency of functioning of the systems with many states, the method of indefinite Lagrange multipliers.

Results. The authors have obtained an approximate value of the performance indicator of the ore grinding technological system with many workable states, the elements of which have only two possible states. The paper considers the problems of optimal redundancy of the ore grinding complex technological system. Approximate solutions of these problems are obtained by the method of indefinite Lagrange multipliers, which can be used in rough calculations at the stage of designing complex technological systems for grinding ore. The problem of optimal redundancy is also considered, when it is possible to reserve only m elements from the n elements of ore grinding complex system. Taking into account certain assumptions for the efficiency of the system functioning, reserved by the element-by-element loaded redundancy method, an approximate solution of this problem is obtained.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):59-65
pages 59-65 views

Heavy metal sorption with lignin-containing sludge from the pulp and paper industry

Shatrova A., Bogdanov A., Tyukalova O.

Resumo

Relevance. At present, the problem of soil pollution with heavy metals, which are accumulated in the body of animals and plants, causing various toxic effects, is especially acute. Despite the existence of various methods of reclamation of disturbed lands, as a rule, their application is inefficient or expensive, especially when it comes to abnormally high concentrations of heavy metals. Thus, an extremely urgent task is to find effective and inexpensive ways to recultivate lands contaminated with high concentrations of heavy metals. The article considers one of the promising areas for the reclamation of such lands using a mixture obtained from the accumulated waste of lignin-containing sediments from the pulp and paper industry of Baikal Pulp and Paper Mill as sorbents.

Aim. To study and evaluate the effectiveness of using a mixture, which includes frozen lignin-containing sediments of Baikal Pulp and Paper Mill, as heavy metal sorbent.

Methods. To assess the sorption efficiency of the obtained sorbent from the frozen sediments of sludge-lignin, the samples of anomalously contaminated soils were taken from the industrial site of the former battery plant "Vostsibelement", located in Svirsk, Irkutsk region. To determine the surface structure of the obtained sorbent for the presence of micro-, meso-, and macropores, its surface was surveyed using a JEOL two-beam system. IR spectroscopy was used to establish the types of bonds between the sorbent and the extracted metals.

Results. The studies have shown that the resulting sorbent from the frozen lignin-containing sediments of Baikal Pulp and Paper Mill has a porous structure with a predominance of mesopores, sorbing heavy metal ions, while a large number of micropores contributes to the occurrence of chemical sorption. The obtained IR spectra indicate the possibility of chemical sorption of lead as a result of the reaction of substitution of a hydrogen atom in various hydroxyl groups of the sorbent of the group of aromatic or carboxyl structures. At the same time, the resulting sorbent in terms of its sorption properties is not inferior to commercial natural sorbents – bentonite clay and grassroots peat. The conducted studies allow us to make a positive conclusion about the possibility of using the developed mixture as a sorbent for the immobilization of heavy metals during the reclamation of lands that are contaminated with high levels of heavy metals, including lead.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):66-74
pages 66-74 views

Recommendations for field geophysical research of inflow profile in horizontal wells with multiple hydraulic fracturing

Topolnikov A., Yarullin R., Murtazin R., Toropov K.

Resumo

Relevance. Correct planning and improving the effectiveness of field geophysical surveys in horizontal wells with multi-stage hydraulic fracturing. Wide distribution of horizontal wells with multi-stage hydraulic fracturing requires development of methods of researching hydraulic fractures in the field of optimization of completion technologies, hydraulic fracturing and field development monitoring. The instrumental methods of researching fluid inflow, which include field geophy-sical research, under conditions of horizontal wells with multistage fracturing, find out the set of missing, which essentially reduce it reliability.

Aim. Improvement of the quality of field logging in horizontal wells with multistage fracturing by deve-loping criteria for application of research technologies.

Methods. Analysis of field geophysical data of horizontal wells with hydraulic fractures in PJSC Rosneft Oil Company.

Results. The authors have developed an expert decision-making system, which has the form of matrix with criteria of application of field geophysical research methods to horizontal wells with multistage hydraulic fracturing. This matrix enables in dependence on the well parameters (well construction, number and position of hydraulic fracturing ports, well fluid content) and scenario conditions (type of problem to be solved, inflow localization, characteristics of geophysical devices) to estimate the probability of delivery of devices inside the well with different ways, the informative value of field geophysical research, the quality of solution of the problem to be set. During pilot works the matrix was improved by the methods of researching low-rate horizontal wells. The paper also considered the experience of using low-rate wells with a packer flow meter and spectral noise logging.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):75-84
pages 75-84 views

Characteristics and conditions of ignition of wet coal particles during high-temperature heating

Kostoreva Z., Syrodoy S., Omarov A.

Resumo

Relevance. Today, increasing attention of the world community is being paid to the problems of ecology and global warming. Objective prerequisites are emerging for more active introduction of renewable energy sources and energy carriers into thermal and electrical energy production cycle. But non-traditional energy sources, such as wind generators and solar panels, have a number of significant disadvantages, the main one of which is that the stability of renewable energy sources depends significantly on weather conditions and time of day. For this reason, the governments of many countries are already discussing new programs for the development of the economy energy sector based on the large-scale construction of nuclear and thermal power plants. This global problem can be solved by switching to wider use of coal as an energy source. Coal thermal power plants provide stable production of thermal and electrical energy, unlike renewable energy sources. But coal is a “dirty” fuel – when it is burned, it produces significant amounts of anthropogenic emissions, such as carbon dioxide, as well as sulfur and nitrogen oxides.

Aim. Experimental studies of the conditions and characteristics of ignition (thermal preparation times) of humidified coal of several fairly common and widely used brands and the amount of nitrogen oxide in their combustion products.

Object. Humidified coal of four grades (lean, long-flame, anthracite and brown).

Method. To establish the main characteristics and conditions of coal fuel ignition and combustion under high-temperature heating conditions, a special experimental stand was used.

Results. The results of experimental studies are presented to substantiate the possibility of using four grades of humidified coal as the main fuel in thermal power engineering. The authors have established nitrogen oxide sequestration in the combustion products of the latter in a small vicinity of a humidified coal particle in comparison with dry coal under high temperature conditions. The experimental studies established as well an insignificant (increase of no more than 11%) influence of additional humidity on the thermal preparation times of single coal particles for the four studied grades of coal.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):85-94
pages 85-94 views

Integral phytotoxicity of oil-contaminated chernozem after remediation with biochar and bacterial preparation

Minnikova T., Kolesnikov S., Minin N.

Resumo

Relevance. Soil pollution with oil has a significant impact on soil fertility and productivity when growing crops. During soil remediation, insufficient attention is paid to soil phytotoxicity assessment in terms of the intensity of the initial growth and development of plants. The results of the study of ordinary chernozem phytotoxicity evaluation on the example of winter barley (Hordeum vulgare L.) after remediation with biochar and a bacterial preparation, containing strains of Bacillus & Paenibacillus, are presented.

Aim. To evaluate ordinary chernozem integral phytotoxicity after remediation with biochar and a bacterial preparation, containing strains of Bacillus and Paenibacillus.

Objects. Ordinary heavy loamy chernozem, under model conditions, which 5% of the soil mass are oil-contaminated. For soil remediation from oil pollution, biochar and a bacterial preparation with Bacillus & Paenibacillus strains were applied in various combinations: independent application of ameliorants, joint application, inoculation of bacterial preparation with Bacillus & Paenibacillus on biochar. The period of soil incubation with biochar and bacterial preparation with Bacillus & Paenibacillus is 30 days.

Methods. The residual oil content was determined by the method of extraction with carbon tetrachloride with detection on an infrared analyzer. Soil phytotoxicity after remediation was assessed by indicators of the intensity of initial growth and development of winter barley (Hordeum vulgare L.): germination, germination rate, germination energy, germination friendliness, shoot length, root length, shoot phytomass, root phytomass. As a result of determining these indicators, a complex integral indicator of soil phytotoxicity (IIPht) was calculated.

Results. The combined use of biochar with of bacterial preparation with Bacillus & Paenibacillus in oil-contaminated soil leads to the most effective reduction in oil content than when self-introduced and inoculated with of bacterial preparation with Bacillus & Paenibacillus on biochar at the recommended and 100-fold dose, the efficiency is 33 and 58%, respectively. Based on the analysis of phytotoxicity, the highest sensitivity of indicators of barley initial growth intensity was established: germination, friendliness and germination rate. With the independent application of biochar and of bacterial preparation with Bacillus & Paenibacillus, the most informative indicators are shoot phytomass, germination and germination rate; with the combined application of biochar and of bacterial preparation with Bacillus & Paenibacillus, germination energy, shoot length and shoot phytomass; with inoculation of of bacterial preparation with Bacillus & Paenibacillus on a biochar, root length, phytomass of shoots and roots. The study of the phytotoxicity of oil-contaminated Haplic Chernozem after remediation made it possible to establish the ecological efficiency and expediency of using only biochar and biochar inoculated with of bacterial preparation with Bacillus & Paenibacillus.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):95-106
pages 95-106 views

Assessment of the impact of different factors on changes in carbon intensity of the world economies

Provornaya I., Filimonova I., Krutilina A.

Resumo

Relevance. With the restructuring of the economy in the carbon-neutral side, the negative anthropogenic impact can be weakened. It is very likely that there will be a comprehensive analysis of the impact of various climatic accidents in the country and its action to eliminate the risk of carbon dioxide. Moreover, studies in the experience of the peoples of the states make it possible to use their achievements in the field of climate policy in Russia, improve and modernize their advantages from the characteristics of the national economy.

Aim. To assess the degree of impact of environmental, climatic and macroeconomic factors on the change in the carbon intensity of the economies of the world.

Objects. The parameters of the climate policy of the countries of the world in the field of regulation of carbon dioxide emissions. The subject of the study is the relationship of environmental, climatic and macroeconomic factors with the carbon intensity of the economies of the world.

Methods. Econometric method of panel data analysis.

Scientific novelty. The paper confirms the hypothesis of the negative impact of one of the main climate policy instruments of the countries of the world (carbon prices) on the carbon intensity of the economy using the construction of the original panel data model.

Results. The authors have substantiated a set of factors that affect the carbon intensity of the countries of the world, supplemented by such an indicator as the carbon price, which is one of the main indicators of climate policy development in the country. All factors were divided into two groups (macroeconomic and ecological-climatic) and a database was formed for 24 countries. Using the panel data method, the authors constructed the equation of the dependence of the carbon intensity of the economies of countries on macroeconomic and ecolo-gical and climatic factors. The authors tested the hypothesis of the carbon price negative impact on the carbon intensity of the economies of countries. Evaluation of various model specifications allowed us to confirm this hypothesis, which indicates the importance of the climate policy development within each country and the feasibility of introducing new tools to regulate carbon dioxide emissions. It was also determined that GDP, as a general indicator of the development of the entire economy, has the greatest impact on reducing carbon intensity. At the same time, in order to reduce the ratio of carbon dioxide emissions to gross domestic product, it is necessary to pursue a policy of replacing fossil fuels with low-carbon energy sources, but only taking into account the country raw material capabilities and the industry specifics of the economy.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):107-117
pages 107-117 views

Horizontal well flow rate prediction applying machine-learning model

Piskunov S., Davoodi S.

Resumo

Relevance. The need to accurately and quickly predict flow rates of horizontal wells. This allows optimizing drilling schedules, enhanced oil recovery programs, and field development strategy, as well as making the economic model more accurate and predictable. Currently, analytical calculations and numerical modeling methods are used to predict well production rates. These methods have limitations in both accuracy and time. To solve this problem, it is proposed to use machine learning, which due to its accuracy, adaptability, and speed, allows excluding the disadvantages of the above-mentioned methods.

Aim. To create a machine-learning model to quantify gas well flow rates based on geological properties at different time steps.

Object. Stock of horizontal wells in a gas condensate field in Western Siberia.

Methods. Mathematical modelling, machine learning and statistical methods.

Results. The authors have carried out 300 iterations of hydrodynamic modeling in a simulator. They collected an initial data set with the following parameters: time step, porosity, permeability, initial water saturation, reservoir thickness, bottom hole pressure at different distances from the wellbore, and gas flow rate. Machine learning models based on random forest and gradient boosting algorithms were created with different ratios of testing/training samples. The machine learning models were able to accurately predict the gas flow rate of a horizontal well. Gradient boosting showed better prediction results compared to random forest: root mean square error is equal to 8440 std. m3/day, mean absolute percentage error is equal to 3.95%, and coefficient of determination (R2)=0.991.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):118-130
pages 118-130 views

Digital graphic monitoring of energy condition of oil reservoirs

Zakharov L., Ponomareva I., Martyushev D.

Resumo

Relevance. Control of energy state of reservoirs is an integral part of the overall system for monitoring the development of hydrocarbon deposits. The traditional way to control the energy state of reservoirs is to build isobar maps, while the input data are the materials of well tests in unsteady conditions. In the current technical and economic conditions, it should be considered impossible even conditionally simultaneous shutdown of the entire well stock for the actual determination of reservoir pressure. This shortcoming is devoid of indirect methods for determining reservoir pressure. In this regard, it seems relevant to compare direct and indirect methods for determining reservoir pressure when using their data to analyze the energy state of hydrocarbon deposits.

Aim. Comparative assessment of direct and indirect methods for determining reservoir pressure in the analysis of the energy state of deposits (when constructing isobar maps).

Object. Tournaisian-Famenian carbonate depo-sits of oil from the fields of the Perm Krai.

Methods. Well tests, analysis of production history by wells (module Topaze (Kappa Workstation)), machine learning methods (modular service Data Stream Analytics (DSA)), mapping, correlation analysis.

Results. Well tests carried out at different times do not allow a reliable assessment of the current energy state of reservoirs, in contrast to indirect methods for determining reservoir pressure, the practical implementation of which allows obtaining the desired value for any date. However, with conditionally the same high predictive ability of indirect methods, the considered methods of machine learning should be considered a priority. This is due to their advantageous characteristics, such as low duration of computational operations, a minimum set of initial data, an integrated mapping service.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):131-141
pages 131-141 views

Environmental hazard assessment of the Ulyuk-Bar gold deposit (Southern Urals)

Kazbulatova G., Michurin S.

Resumo

Relevance. Due to the maximum allowable concentrations of heavy metals and metalloids exceeding in the surface waters of the Avzyan gold region, possible sources of toxic elements are determined, which is important for combating pollution in ore areas.

Aim. To assess the environmental hazard of the Ulyuk–Bar gold deposit based on the chemical and mine-ralogical composition of the enclosing rocks and the mobility of toxic elements in them.

Materials and methods. The chemical composition of rocks was determined by X-ray fluorescence and atomic emission with inductive plasma methods, as well as using methods of classical analytical chemistry. The mineralogical composition of rocks is determined by X-ray phase analysis, the composition of minerals and the content of elements-impurities in them – by scanning electron microscopy. Preliminary assessment of the ecological condition of the deposit was carried out according to the indicator of the potential toxicity of elements and the indicator of the potential environmental hazard of minerals. The forecast of drainage water composition and mobility of elements was carried out using peroxide experiment and atomic absorption analysis data, final acid-alkali conditions – by calculating acid neutralizing and acid producing potentials.

Results and discussion. High and very high indicators of potential toxicity and hazard were identified. The main potential hazard is arsenic, chromium, cobalt, nickel, copper, palladium, antimony etc. The high mobility of magnesium, calcium, chromium, antimony, rubidium, barium, strontium, sulfur was established. Many of them represent a real environmental hazard. Silicon, aluminum, titanium, sodium, potassium, iron, manganese, phosphorus, copper, zinc, nickel, arsenic, lanthanum, cerium, yttrium, vanadium, cobalt, niobium, zirconium and molybdenum in rocks are immobile or low mobile. Sulfides are mainly involved in contamination with toxic elements. The rocks of the deposit are characterized by a high acid neutralizing potential. The drainage water conditions are defined as neutral-alkaline.

Conclusion. The Ulyuk-Bar deposit has a high potential hazard, which is primarily due to the mineralogical and geochemical features of the ores and the enclosing rocks. Sulfides are the main threat due to the content of large amounts of toxic metals and metalloids in them. At the same time, the rocks of the deposit, unchanged by hypergenic processes, contain a significant amount of carbonate minerals, which causes high acid neutralizing and low acid producing properties of rocks that prevent the rapid dissolution of sulfide minerals. The conducted research combines information to identify environmental problems related to the geological and geochemical features of the deposit and facilitates the selection of a suitable combination of methods to minimize environmental risks and impacts.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):142-157
pages 142-157 views

Micro-hydroelectric power station with a hydraulic unit regulation along a hydrogenerator anchor circuit

Lukutin B., Shandarova E., Popov M.

Resumo

Relevance. The article provides a comparative analysis of micro-hydroelectric power stations with a hydraulic unit regulation along a hydrogenerator anchor circuit according to technical and economic efficiency. The authors substantiate the possibility of using intelligent control of the energy balance of inverter micro-hydroelectric power stations for increasing the amount of electricity generated without increase in the installed capacity of the hydraulic unit. This will improve their technical and economic characteristics compared with traditional micro-hydroelectric power plants of the ballast type. This approach allows using intelligent control systems that can regulate power generation depending on the peaks of electri-city consumption. For this purpose, inverter micro-hydroelectric power stations are used. They allow more efficient management of energy consumption and accumulation of electricity in batteries. The developed control algorithms make it possible to optimize the operation of micro-hydroelectric power stations, ensuring maximum resource efficiency and reducing the cost of electric energy. Application of these technologies may significantly improve economic indicators of micro-hydroelectric power stations and make them more competitive in the electricity market. The algorithms control the hydraulic unit operation, ensure supply of electric power to consumers and effective use of energy storage batteries depending on electric needs.

Aim. Comparative technical and economic analysis of a micro-hydroelectric power station with regulation of the parameters of the generated voltage along the anchor circuit of the hydrogenerator driven by an unregulated hydraulic turbine.

Object. Micro-hydroelectric power stations of diversion type with power converters and electricity storage devices.

Methods. Computer modeling.

Results. The authors have proposed the classification of diversion micro-hydroelectric power stations with hydraulic unit control via the hydrogenerator anchor circuit. The paper demonstrates the technical and economic possibilities of various methods of their construction. The most promising technical solutions for inverter micro-hydroelectric power stations are determined, their energy balances and power equipment control algorithms are optimized.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):158-171
pages 158-171 views

Estimation of erosion-deposition trends across the Quang Nam coast in the background of the climate variability

Nguyen T.

Resumo

Relevance. In the face of current climate change trends, coastal erosion occurs more frequently in coastal lands. This problem not only causes damage to houses and works, but also affects the lives of coastal people. Quang Nam has a coastline of 125 km, which is an area that has been seriously eroded under the impact of hydrodynamic factors, along with extreme weather phenomena, affecting people's lives, and degrade the local economy.

Aim. This article presents research on shoreline changes in Quang Nam region using the method of integrating remote sensing and GIS to create a change map. From there, identify erosion and deposition areas to help management agencies pay attention to the protection and development orientation of Quang Nam province in the context of climate change.

Methods. Shoreline extraction method in combination with GIS to calculate the coastline change and combines with storm statistics to assess the shoreline change.

Results. In the whole study area, erosion is dominant over deposition. Erosion is concentrated mainly in An Bang, North Cua Dai, Duy Hai and Tam Tien areas, ranging from 3.9–9.2 m/year. Deposition is concentrated mainly in the areas south of Cua Dai and Tam Hoa (near the mouth of Truong Giang river). In addition, the analysis results of shoreline changes in Quang Nam area, when combined with storm data affecting this area, also show a positive correlation. Research results can contribute useful information to local authorities to have solutions for planning and managing coastal areas.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):172-181
pages 172-181 views

Review of modern coal drying methods with the evaluation of their efficiency

Salomatov V., Karelin V.

Resumo

Relevance. The need to analyze the current state of the subject of coal drying in order to identify the most effective methods in terms of time and energy costs, as well as environmental safety and improve the quality of fuel. As practice shows, drying is one of the most important stages in coal preparation for combustion, it helps to increase thermal efficiency, reduce emissions and environmental pollution, increase energy capacity and improve combustion stability. Among the main me-thods of drying coal, drying with evaporation: A) rotary drying; B) drying in a fluidized bed; C) immersion drying with hot oil; D) drying in a microwave oven, as well as drying without evaporation: A) hydrothermal dehydration; B) mechanical/thermal dehydration; C) solvent extraction, can be distinguished. At the same time, each of these methods is constantly evolving and it is required to evaluate the influence of the dynamics of these changes on the key characteristics of drying.

Aim. Review and analysis of modern methods of coal drying, the most efficient in terms of time and energy costs.

Object. Wet material – coal, subjected to various drying methods.

Methods. Search for works on the stated topic, checking the indication of the main drying parameters: time, energy consumption, etc. Based on the data obtained, a comparison of various drying methods was carried out, and optimal methods were recommended.

Results. The authors have considered the modern methods of drying coal and assessed their effectiveness. Rotary drying, hot oil immersion drying, mechanical/thermal dehydration and solvent extraction were found to be the most energy efficient methods for drying coal. The paper considers the features of each drying method.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):182-193
pages 182-193 views

Plasma discharge synthesis of nitrite ions for wastewater treatment from water-soluble compounds of reactive nitrogen

Tskhe A., Mostovshchikov A., Pilipets N., Tskhe A.

Resumo

Currently, there is a critical situation of high matter of water-soluble nitrogen compounds in water bodies of deve-loped countries. In world practice, it is believed that the most promising method for removing nitrogen compounds from wastewater is anammox technology based on the biochemical process of oxidizing ammonium with nitrite under anoxic conditions. Bacterial anammox is based on the reaction between nitrite ion and ammonium ion, which converts them to molecular nitrogen. However, anammox bacteria are characterized by a low growth rate and require specific growing conditions. As an alternative to the bacterial anammox technology, there is proposed a technology of plasma microwave-discharge synthesis of nitrite ions NO2 from air, carried out in a microwave plasma in a magnetron-type plasmatron for purifying waste water from water-soluble compounds of reaction nitrogen. The unique possibilities of non-equilibrium low-temperature plasma, as a medium for chemical reactions, and, in particular, in microwave plasma, are the basis of new promising technologies. Under the conditions of microwave discharge turbulence, ionized molecules of nitrogen N2+ and oxygen O2, approaching each other, interact, it triggers an avalanche-like cascade of reactions with the formation of two molecules of nitrogen monoxide NO, which is starting for the transition from the electron shock stage of plasma chemical reactions to the stage of avalanche-like photolytic synthesis of nitrogen oxides NOx. Based on the results of studying the concentration of the final products of plasma chemical reactions in the microwave discharge zone, the synthesis of nitrite ions of NO2 is predominant. Experimental studies were carried out on the effect of the NO2 nitrite ion stream obtained at the plasmatron outlet on a model solution of ammonia hydrate (NH4OH) at a concentration of 150 mg/l. The most optimal was the time of exposure of ionized gas to the model solution for 5 minutes, while the efficiency of removing ammonium ions was 99.83%. Thus, plasma microwave-discharge synthesis of nitrite ions NO2 can be an alternative to biological anammox technology and is characterized by simple and compact installation.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):194-201
pages 194-201 views

Computer simulation of technological parameters and methods for preventing hydrate formation

Savenok O., Zharikova N., Verisokin A., Arutyunyan A., Hadid M.

Resumo

Relevance. Like many deposits of Western and Central Siberia, the Sakhalin Island deposits (the considered Vostochno-Lugovskoe gas field) faced the problem of gas hydrate formation in wellbores, well plumes and equipment integrated into the technological chain. Hydrate formations clog wells, pipelines and gas pipelines, reducing their working cross-section area. This leads to decrease in flow rate or a complete stop of equipment operation. The operation of valves, measuring instruments, separators and fittings is also disrupted. All this leads to significant economic losses and reduces the efficiency of the field development and operation. The fields that are at the late stages of operation are subject to the greatest influence due to the impossibility of ensuring a hydrate-free operation of wells. From the point of view of the development rationality, it is more profitable to prevent the formation of hydrates than to deal with already formed deposits. It is also worth noting the expediency of transferring the location of hydrate deposition from the well to the surface, where it is much easier and more cost-effective to deal with this complication than in the well. This can be achieved by influencing the parameters of the deposit formation, from which it is impossible to influence the gas composition. Shifting the equilibrium conditions for the formation of hydrates by increasing salinity is also inefficient, since the risk of salt deposition and corrosion increases. Thus, it remains possible to regulate thermobaric parameters by changing a well technological mode of operation, thermal insulation or coating the inside of the tubing with materials, as well as downhole electric heaters, which exclude the possibility of deposit formation.

Aim. To substantiate the technology for increasing the efficiency of production wells in the conditions of hydrate formation.

Objects. Gas wells operating in the conditions of hydrate formation, as well as the relationship and dependence of the operating parameters of the well and other technological parameters on the potential for the formation of hydrates.

Methods. Analysis of the geological and physical conditions and the state of development of the Vostochno-Lugovskoe gas field; computer and mathematical modeling of well operation in the field under conditions of hydrate formation; analysis of ways to prevent the formation of hydrates and the choice of technological solutions.

Results. The problem of hydrate formation is widespread in gas fields. Hydrates can partially or completely block the working section of production wells, reducing or completely stopping production. As a result production wells are idle for an average of 18 hours per month. This entails economic losses and interferes with the stable operation of the well. It is shown that due to the specifics of the operation of wells of the Vostochno-Lugovskoe gas field, changing the technological regime to hydrate-free at the moment is impossible. According to the results of well operation simulation, the main temperature losses occur due to heat removal through the tubing. Among the ways to prevent the formation of hydrates, thermal insulation of tubing, partial silicate-enamel coating, the use of a heating cable and methanol are considered. Based on the results of the evaluation of economic and technological efficiency, a heating cable technology was selected with the installation of a turbo-expander to compensate the cost of electricity, as well as the descent of the second row of tubing to the depth of the potential place of hydrate formation in order to increase the heating efficiency and injection coolant or inhibitor directly into the hydrate formation interval.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):202-218
pages 202-218 views

Alternative method for obtaining a quasi-monodisperse oil-water emulsion

Filipas A., Kuchman A., Isaev Y.

Resumo

Relevance. One of the priority areas of the oil and gas sector of the domestic economy is to increase the efficiency and profitability of commercial oil preparation, however, the scientific results obtained in this area are insufficient for modern technological requirements. The issues of lack of data for the development of reliable mathematical models of oil emulsion destruction, as well as input signals for regulating control of technological equipment for oil preparation, have not been resolved. Oil produced in the fields is a direct or reverse water-oil emulsion with a unique dispersed composition for each well. Currently, the size analysis of oil emulsion droplets in the field is carried out using a classical laboratory method, which has a low rate of obtaining analysis results, while the size distribution of globules carries information about such properties of the dispersed system as degradation rate, long-term stability, viscosity and others. Knowing the droplet size distribution of a particular oil emulsion, it is possible to select the most rational methods for its destruction and the necessary technical parameters of the devices used to implement these methods. In particular, when a droplet is exposed to a frequency close to its own, intensification of destruction is possible. In particular, one of the methods proposed by the authors is to bring the emulsion closer to its monodisperse version. Since it is not possible to obtain a modisperse emulsion in natural experiments, the authors propose to call this version of the emulsion quasi-monodisperse, that is, close to a monodisperse emulsion. This work examines one of the options for producing a quasi-monodisperse emulsion.

Aim. To describe the method for obtaining a quasi-monodisperse medium for destroying the emulsion with a resonant frequency corresponding to the radius of the globule of the quasi-monodisperse medium.

Object. Water-in-oil emulsion.

Methods. Thermodynamic potentials, physico-chemical hydrodynamics, differential equations.

Results. The authors have obtained the differential velocity distribution function over coordinates and time, showing that the emulsion is more stable when it is finely dispersed, and estimated settling time of the dispersed phase in the emulsion. They obtained the formula that allows one to determine the minimum radius of a droplet in an emulsion at a fixed pressure and temperature and another one that allows one to determine the Gibbs energy of the system. The authors managed to reduce the Navier–Stokes partial differential equations to a system of ordinary differential equations and obtain the velocity components and pressure at a known speed of rotation of the disk, and determine the mechanical moment of resistance of the disk.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):219-232
pages 219-232 views

Tellurum-bismuth mineralization in ores of the Maleevskoe pyrite deposit (Eastern Kazakhstan)

Nikolaeva A., Mazurov A.

Resumo

As it is known, Rudny Altai is a classic province of sulfide deposits, most of which were formed in paleo-island-arc geodynamic settings. Pyrite ores have a complex and diverse chemical composition, including a wide range of impurity elements, among which the metalloid tellurium and the metal bismuth still remain poorly studied. Based on the above, we investigated tellurium-bismuth mineralization in the sulfide ores of the Maleevskoe deposit, confined to the Zyryanovsky cluster of Rudny Altai.

Relevance. The lack of information about the nature of the distribution and forms of occurrence of this type of rare minerals in the ores of pyrite deposits of Rudny Altai. The data obtained from this study will allow for more comprehensive processing and use of mineral resources.

Aim. To characterize the material composition of ores; identify the features of the development of tellurium-bismuth mineralization and determine the conditions for its formation; assess the prospects for associated mining and extraction of tellurium with bismuth from the ores of sulfide deposits of Rudny Altai.

Object. Tellurium-bismuth mineralization of sulfide ores of the deposit.

Methods. Petrographic, mineragraphic and mineralogical analyses, scanning electron microscopy in combination with X-ray microanalysis and Raman spectroscopy.

Results. The ores revealed a variety of tellurium-bismuth mineralization, which is recorded as independent minerals, represented by sulfosalts, tellurides, oxides, and native forms of isolation. Such minerals as plumbotellurite PbTeO3, cervelleite Ag4TeS, xilingoite Pb3Bi2S6 and an unidentified mineral with the general formula PbAg2Te were discovered for these ores. Minerals of tellurium-bismuth composition in relation to the main ore minerals are characterized by later crystallization into the Ag-Te-Bi-sulfide association of the ore stage at a temperature of 280...150°С. Based on the data obtained, the authors predicted the prospects for tellurium and bismuth extraction from ores of deposits similar in material composition to the Maleevskoe deposit and confined to the ore cluster of the same name.

Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering. 2024;335(5):233-250
pages 233-250 views

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