The paper discusses innovative mechanisms for increasing EOR factor. For this purpose, the paper describes an innovative algorithm of efficient use of existing production facilities in the oil industry. For this purpose, the research puts forward innovative methods of workover efficiency improvement and a new methodical approach based on them. The paper outlines complex innovative and economic mechanisms for increasing EOR factor. At the same time, the role of the new methodical approach proposed EOR factor is science-based, both theoretically and practically. Keywords: production; innovations; fixed assets; overhaul; efficiency; oil recovery.
{"title":"Innovative mechanisms for improving oil production efficiency","authors":"G. S. Suleymanov, J. K. Guliyev","doi":"10.5510/ogp2023si100826","DOIUrl":"https://doi.org/10.5510/ogp2023si100826","url":null,"abstract":"The paper discusses innovative mechanisms for increasing EOR factor. For this purpose, the paper describes an innovative algorithm of efficient use of existing production facilities in the oil industry. For this purpose, the research puts forward innovative methods of workover efficiency improvement and a new methodical approach based on them. The paper outlines complex innovative and economic mechanisms for increasing EOR factor. At the same time, the role of the new methodical approach proposed EOR factor is science-based, both theoretically and practically. Keywords: production; innovations; fixed assets; overhaul; efficiency; oil recovery.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139366567","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}
A. I. Ermolayev, S. I. Efimov, P. V. Pyatibratov, E. D. Minikhanov
The purpose of the work is to generate a methodology to substantiate the limit values of parameters that determine the technological mode of operation for production gas wells. The basis for this is the data of laboratory geomechanical and filtration core studies and the results of mathematical modeling. Determination of filtration-capacitance and strength characteristics of weakly cemented (weakly consolidated) cores of Cenomanian and Turonian ages was carried out under reservoir conditions (in terms of baric parameters). The research was aimed at identifying the limitations, the violation of which leads to the destruction of the reservoir. A modification of the methodology for determining the marginal depression based on laboratory core studies and mathematical modeling using the Coulomb-Mohr destruction criterion is proposed. Keywords: gas wells; pressure; depression; core; stress; formation; destruction.
{"title":"Estimation of the maximum downhole pressure, excluding the destruction of the bottom-hole zone of the formation, based on geomechanical core studies","authors":"A. I. Ermolayev, S. I. Efimov, P. V. Pyatibratov, E. D. Minikhanov","doi":"10.5510/ogp2023si100832","DOIUrl":"https://doi.org/10.5510/ogp2023si100832","url":null,"abstract":"The purpose of the work is to generate a methodology to substantiate the limit values of parameters that determine the technological mode of operation for production gas wells. The basis for this is the data of laboratory geomechanical and filtration core studies and the results of mathematical modeling. Determination of filtration-capacitance and strength characteristics of weakly cemented (weakly consolidated) cores of Cenomanian and Turonian ages was carried out under reservoir conditions (in terms of baric parameters). The research was aimed at identifying the limitations, the violation of which leads to the destruction of the reservoir. A modification of the methodology for determining the marginal depression based on laboratory core studies and mathematical modeling using the Coulomb-Mohr destruction criterion is proposed. Keywords: gas wells; pressure; depression; core; stress; formation; destruction.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139366969","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}
A. V. Soromotin, D. A. Martyushev, I. B. Stepanenko
The paper summarizes and provides an overview of the analytical equations of fluid inflow to horizontal wells. Using the actual data, it was found that analytical equations do not allow reliably calculating and predicting the flow rate of horizontal wells and it is necessary to apply new approaches to solve this problem. The paper proposes a fundamentally new approach to forecasting the flow rate of horizontal wells, based on the application and training of machine learning methods. A fully connected neural network of direct propagation was used as a model. When comparing the actual and calculated using a fully connected neural network of direct propagation of horizontal well flow rates, their high convergence with a correlation coefficient of more than 0.8 was established. In further studies, it is planned to expand the sample and parameters included in the model to improve the calculation and forecasting of horizontal wells in various geological and physical conditions of their operation. Keywords: horizontal well; oil flow rate; linear regression; artificial neural network.
{"title":"Application of machine learning methods to forecast the rate of horizontal wells","authors":"A. V. Soromotin, D. A. Martyushev, I. B. Stepanenko","doi":"10.5510/ogp2023si100833","DOIUrl":"https://doi.org/10.5510/ogp2023si100833","url":null,"abstract":"The paper summarizes and provides an overview of the analytical equations of fluid inflow to horizontal wells. Using the actual data, it was found that analytical equations do not allow reliably calculating and predicting the flow rate of horizontal wells and it is necessary to apply new approaches to solve this problem. The paper proposes a fundamentally new approach to forecasting the flow rate of horizontal wells, based on the application and training of machine learning methods. A fully connected neural network of direct propagation was used as a model. When comparing the actual and calculated using a fully connected neural network of direct propagation of horizontal well flow rates, their high convergence with a correlation coefficient of more than 0.8 was established. In further studies, it is planned to expand the sample and parameters included in the model to improve the calculation and forecasting of horizontal wells in various geological and physical conditions of their operation. Keywords: horizontal well; oil flow rate; linear regression; artificial neural network.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139367439","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}
The article, in order to increase the efficiency of field development, it is proposed to apply water-oil emulsion to the formation along with dewatering. In order to evaluate the results of the complex impact on the oil layer, the method based on the mathematical modeling of fluid percolation in the layer by fixing the flow lines was used. By calculating and visualizing the distribution of hydrodynamic indicators of fluid filtration flows in the formation environment, the fast-acting mathematical model allows for a fairly accurate assessment of the current state of the impact process on productive formations. The proposed method for assessing the current state of liquid percolation during the impact of water-oil emulsion on the oil layer with local detailed solution , in the case of uncertainty - when solving the diagnostic problems that arise due to the lack of geophysical and hydrodynamic (physical, mechanical, lithological and other) data of the current indicators characterizing the reservoir system can prevent many difficulties. Keywords: оil layer flooding; water emulsion inpact; stream lines; displacement front; viscosity of water-oil emulsion; diagnostic; filtration.
{"title":"Hydrodynamic simulation of the current state of liquid filtration under water emulsion impact on оil layer","authors":"N. I. Нuseynova, N. M. Safarov, G. N. Safarova","doi":"10.5510/ogp2023si100834","DOIUrl":"https://doi.org/10.5510/ogp2023si100834","url":null,"abstract":"The article, in order to increase the efficiency of field development, it is proposed to apply water-oil emulsion to the formation along with dewatering. In order to evaluate the results of the complex impact on the oil layer, the method based on the mathematical modeling of fluid percolation in the layer by fixing the flow lines was used. By calculating and visualizing the distribution of hydrodynamic indicators of fluid filtration flows in the formation environment, the fast-acting mathematical model allows for a fairly accurate assessment of the current state of the impact process on productive formations. The proposed method for assessing the current state of liquid percolation during the impact of water-oil emulsion on the oil layer with local detailed solution , in the case of uncertainty - when solving the diagnostic problems that arise due to the lack of geophysical and hydrodynamic (physical, mechanical, lithological and other) data of the current indicators characterizing the reservoir system can prevent many difficulties. Keywords: оil layer flooding; water emulsion inpact; stream lines; displacement front; viscosity of water-oil emulsion; diagnostic; filtration.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139367708","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}
For monitoring of the zonal impact on the productive strata of oil fields in order to increase oil recovery, it is proposed to use a cartographic method for presenting the distribution of hydrodynamic indicators with the subsequent calculation of the corresponding information indicators. The cartographic method makes it possible to visualize the distribution of indicators characterizing the filtration of formation fluid in a productive formation at a certain time point. The algorithm for calculating information indicators used to conduct a comparative analysis of the hydrodynamic indicators distribution in the impact area for a certain time period allows diagnosing the evolution of the distribution of hydrodynamic indicators both at the all horizon of oilfield and for its individual zones before and after the planned impact. The proposed method, based on the relationship between the productivity of wells operated under interference, and the current geological and hydrodynamic of the reservoir state, can be recommended for assessing the effectiveness of the impact on the productive layers of oil fields. The implementation of the proposed method is shown on the example of the development data of the «Neft Dashları» and «Pirallahı» fields (Azerbaijan). The analysis of the obtained results showed that the impact on the formation, taking into account the assessment of the distribution of hydrodynamic and information indicators, contributes to the choice of a rational mode of stimulation on the prodactive strata. Keywords: reservoir; enhanced oil recovery; zonal impact; well productivity; diagnostics; filtration; monitoring; streamlines.
{"title":"Visualization of reservoir fluid filtration characteristics distribution, as a method of oil field development management","authors":"B. A. Suleimanov, N. I. Huseynova","doi":"10.5510/ogp2023si100821","DOIUrl":"https://doi.org/10.5510/ogp2023si100821","url":null,"abstract":"For monitoring of the zonal impact on the productive strata of oil fields in order to increase oil recovery, it is proposed to use a cartographic method for presenting the distribution of hydrodynamic indicators with the subsequent calculation of the corresponding information indicators. The cartographic method makes it possible to visualize the distribution of indicators characterizing the filtration of formation fluid in a productive formation at a certain time point. The algorithm for calculating information indicators used to conduct a comparative analysis of the hydrodynamic indicators distribution in the impact area for a certain time period allows diagnosing the evolution of the distribution of hydrodynamic indicators both at the all horizon of oilfield and for its individual zones before and after the planned impact. The proposed method, based on the relationship between the productivity of wells operated under interference, and the current geological and hydrodynamic of the reservoir state, can be recommended for assessing the effectiveness of the impact on the productive layers of oil fields. The implementation of the proposed method is shown on the example of the development data of the «Neft Dashları» and «Pirallahı» fields (Azerbaijan). The analysis of the obtained results showed that the impact on the formation, taking into account the assessment of the distribution of hydrodynamic and information indicators, contributes to the choice of a rational mode of stimulation on the prodactive strata. Keywords: reservoir; enhanced oil recovery; zonal impact; well productivity; diagnostics; filtration; monitoring; streamlines.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139367718","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}
A modified Capacitance-Resistance Model (CRM), with Forchheimer two terms law non-linear Productivity Indexes (PI), has been suggested to evaluate efficiency of waterflooding in heterogeneous reservoirs. The model represents the intra-formation processes in heterogeneous reservoirs more accurately, thus it can be used for production forecasting and waterflood monitoring. CRM model is based on continuity equation between production and injection, and has several additional advantages. The technique does not require sophisticated geological and hydrodynamics numerical simulation modeling, which would require expensive computing time and based on actual hydrodynamic data. The model adequately describes depletion process and can be used for production forecasting and waterflooding mechanism. Capacitance-resistance model with non-linear productivity index has been tested against numerical model as well as actual production data. Additionally, non-linear productivity index based CRM model was compared against the CRM model with linear productivity index function. Keywords: production, modeling, waterflooding efficiency, capacitance-resistance model, non-linear productivity index, Forchheimer two terms law.
{"title":"Estimation of the waterflooding process efficiency based on a capacitive-resistive model with a nonlinear productivity index","authors":"A. A. Abbasov, E. M. Abbasov, Sh. Z. Ismayilov","doi":"10.5510/ogp2023si100820","DOIUrl":"https://doi.org/10.5510/ogp2023si100820","url":null,"abstract":"A modified Capacitance-Resistance Model (CRM), with Forchheimer two terms law non-linear Productivity Indexes (PI), has been suggested to evaluate efficiency of waterflooding in heterogeneous reservoirs. The model represents the intra-formation processes in heterogeneous reservoirs more accurately, thus it can be used for production forecasting and waterflood monitoring. CRM model is based on continuity equation between production and injection, and has several additional advantages. The technique does not require sophisticated geological and hydrodynamics numerical simulation modeling, which would require expensive computing time and based on actual hydrodynamic data. The model adequately describes depletion process and can be used for production forecasting and waterflooding mechanism. Capacitance-resistance model with non-linear productivity index has been tested against numerical model as well as actual production data. Additionally, non-linear productivity index based CRM model was compared against the CRM model with linear productivity index function. Keywords: production, modeling, waterflooding efficiency, capacitance-resistance model, non-linear productivity index, Forchheimer two terms law.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139366251","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}
It is known that roughness affects the drop in hydraulic pressure, increasing the resistance force. The formation of a boundary layer on rough surfaces significantly affects fluid dynamics and the process of heat exchange in convective flows, causing disturbances in the velocity profile and affecting surface resistance, turbulent mixing and heat exchange. Despite the fact that there are a large number of experimental and CFD studies in the field of studying turbulent flow, there is no full-fledged review of this issue. In view of this, it is necessary to systematize studies related to the study of the influence of a rough surface during turbulent fluid flow. In most cases, roughness is quantified only using a single scaling parameter – the equivalent roughness height of a grain of sand, which can be expressed based on statistical parameters. This article presents an overview and generalization of data on the parameters and characteristics of rough surfaces. The correlation method is considered using the standard deviation in the slope of the roughness profile, as well as the effect of the secondary flow on the flow of the coolant in a closed space. The results of this study can be used in the intensification of heat transfer in thermal destruction reactors using intensifiers in the form of discretely rough surfaces. Keywords: discrete-rough surfaces; thermal contact surface;и rough surface; turbulent flow; pyrolysis reactor; thermal destruction; heat exchanger.
{"title":"Discrete rough surface intensifiers in the thermal decomposition plants: current status and future potential","authors":"O. Kolenchukov, T. N. Kolenchukova, K. Bashmur","doi":"10.5510/ogp2023si100823","DOIUrl":"https://doi.org/10.5510/ogp2023si100823","url":null,"abstract":"It is known that roughness affects the drop in hydraulic pressure, increasing the resistance force. The formation of a boundary layer on rough surfaces significantly affects fluid dynamics and the process of heat exchange in convective flows, causing disturbances in the velocity profile and affecting surface resistance, turbulent mixing and heat exchange. Despite the fact that there are a large number of experimental and CFD studies in the field of studying turbulent flow, there is no full-fledged review of this issue. In view of this, it is necessary to systematize studies related to the study of the influence of a rough surface during turbulent fluid flow. In most cases, roughness is quantified only using a single scaling parameter – the equivalent roughness height of a grain of sand, which can be expressed based on statistical parameters. This article presents an overview and generalization of data on the parameters and characteristics of rough surfaces. The correlation method is considered using the standard deviation in the slope of the roughness profile, as well as the effect of the secondary flow on the flow of the coolant in a closed space. The results of this study can be used in the intensification of heat transfer in thermal destruction reactors using intensifiers in the form of discretely rough surfaces. Keywords: discrete-rough surfaces; thermal contact surface;и rough surface; turbulent flow; pyrolysis reactor; thermal destruction; heat exchanger.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139366634","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}
The essence of the method of expert assessments lies in the rational organization of the analysis of the problem by experts with the quantitative assessment of judgments and the processing of their results. The offshore deep-sea oil and gas field was chosen as the object of study and a survey of experts was conducted on the options for choosing fields depending on the criteria related to a particular group of indicators, such as: natural and climatic conditions, arrangement, development, and safety of the field. At the next stage of the study, for each of the groups of indicators, an analysis of variance was carried out, designed to find the level of influence of the criteria on the presented fishing options. The criteria were compared with each other and which of them differed from each other were determined. The study showed that the use of statistical analysis methods makes it possible to formalize the procedures for collecting, summarizing and analyzing the opinions of specialists in order to transform them into the most convenient form for making an informed decision. Keywords: mathematical statistics; expert evaluation; statistical analysis; offshore oil and gas industry; deep-water fields.
{"title":"Using the methods of mathematical statistics to select options for offshore deep-sea oil and gas fields for Arctic conditions","authors":"D. A. Mirzoev, O. Arkhipova","doi":"10.5510/ogp2023si100825","DOIUrl":"https://doi.org/10.5510/ogp2023si100825","url":null,"abstract":"The essence of the method of expert assessments lies in the rational organization of the analysis of the problem by experts with the quantitative assessment of judgments and the processing of their results. The offshore deep-sea oil and gas field was chosen as the object of study and a survey of experts was conducted on the options for choosing fields depending on the criteria related to a particular group of indicators, such as: natural and climatic conditions, arrangement, development, and safety of the field. At the next stage of the study, for each of the groups of indicators, an analysis of variance was carried out, designed to find the level of influence of the criteria on the presented fishing options. The criteria were compared with each other and which of them differed from each other were determined. The study showed that the use of statistical analysis methods makes it possible to formalize the procedures for collecting, summarizing and analyzing the opinions of specialists in order to transform them into the most convenient form for making an informed decision. Keywords: mathematical statistics; expert evaluation; statistical analysis; offshore oil and gas industry; deep-water fields.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139366866","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}
In this thesis, based on geological and geophysical data from zone of uplift in Northwestern part of Shimali Absheron (Northern Absheron), it was considered clarifying the geological structure involved in the Pliocene section, in particular, the Podkirmaky suite (PK). It was established that, several non-anticline (stratigraphic and tectonically screened) traps that are formed in the traced zones of pinching out of the Podkirmaky formation (PK). As a result of the studies, the reservoir properties of the deposits corresponding to Podkirmaky suite (PK) and the Nadkirmaky sandy suite (NKP) (which are characterized by high NetToGross) were studied. A re interpretation of seismic sections (in time and depth) of past and recent years was carried out, together with well data, and a structural map of Podkirmaky suite (PK) was build. Keywords: uplift zone; seismic exploration; geological structure; productive series (PS); pinch-out zone; non-anticline trap; oil and gas content; seismic section in time and in depth.
{"title":"Identification of structural & tectonic features and prospects of oil and gas potential in the northwestern part of Shimali Absheron uplift","authors":"Т. X. Niyazov, H. I. Shakarov, А. I. Khuduzade","doi":"10.5510/ogp2023si100828","DOIUrl":"https://doi.org/10.5510/ogp2023si100828","url":null,"abstract":"In this thesis, based on geological and geophysical data from zone of uplift in Northwestern part of Shimali Absheron (Northern Absheron), it was considered clarifying the geological structure involved in the Pliocene section, in particular, the Podkirmaky suite (PK). It was established that, several non-anticline (stratigraphic and tectonically screened) traps that are formed in the traced zones of pinching out of the Podkirmaky formation (PK). As a result of the studies, the reservoir properties of the deposits corresponding to Podkirmaky suite (PK) and the Nadkirmaky sandy suite (NKP) (which are characterized by high NetToGross) were studied. A re interpretation of seismic sections (in time and depth) of past and recent years was carried out, together with well data, and a structural map of Podkirmaky suite (PK) was build. Keywords: uplift zone; seismic exploration; geological structure; productive series (PS); pinch-out zone; non-anticline trap; oil and gas content; seismic section in time and in depth.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139366845","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}
Clusters attach great importance to supporting the activities of business entities in various sectors of the economy, as well as accelerating their development, economic and social development of regions throughout the country, modernization of the infrastructure base of the economy. Observation of the processes of economic development taking place in the countries of the world shows that in order to ensure high economic development, competitive sectors of the economy, a system of enterprises producing large volumes of exportoriented products, comprehensive economic development is of paramount importance. In general, at present the role of optimal models of economic development in the rise of developed countries to this level is great, and it is in these processes that the institution of the cluster is of paramount importance. Keywords: clustering; innovative models of clusters; innovative industrial cluster; fuel and energy complex; infrastructure of the economy.
{"title":"Economic assessment of the present state of cluster formation in Azerbaijani oil and gas companies","authors":"E. G. Mamedova, А. I. Mirgeydarova","doi":"10.5510/ogp2023si100866","DOIUrl":"https://doi.org/10.5510/ogp2023si100866","url":null,"abstract":"Clusters attach great importance to supporting the activities of business entities in various sectors of the economy, as well as accelerating their development, economic and social development of regions throughout the country, modernization of the infrastructure base of the economy. Observation of the processes of economic development taking place in the countries of the world shows that in order to ensure high economic development, competitive sectors of the economy, a system of enterprises producing large volumes of exportoriented products, comprehensive economic development is of paramount importance. In general, at present the role of optimal models of economic development in the rise of developed countries to this level is great, and it is in these processes that the institution of the cluster is of paramount importance. Keywords: clustering; innovative models of clusters; innovative industrial cluster; fuel and energy complex; infrastructure of the economy.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139367191","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}
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