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Technology of Machine Learning for Prediction of Lithotypes 石版印刷预测的机器学习技术
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802443
A. Abukarova, A. A. Radchenko
{"title":"Technology of Machine Learning for Prediction of Lithotypes","authors":"A. Abukarova, A. A. Radchenko","doi":"10.3997/2214-4609.201802443","DOIUrl":"https://doi.org/10.3997/2214-4609.201802443","url":null,"abstract":"Machine learning ( ML) - a class of artificial intelligence methods, the characteristic feature of which is not a direct solution to the problem, and training in the application of solutions to many similar problems.","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132698161","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
Experience of Lithologic Trap Delineation at Continental Deposits in Upper Salym and Vyngapur Oilfields 上盐湖和温加普尔油田陆相沉积岩性圈闭圈闭圈定经验
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802341
N. Korochkina, I. Surina
{"title":"Experience of Lithologic Trap Delineation at Continental Deposits in Upper Salym and Vyngapur Oilfields","authors":"N. Korochkina, I. Surina","doi":"10.3997/2214-4609.201802341","DOIUrl":"https://doi.org/10.3997/2214-4609.201802341","url":null,"abstract":"Delineation of lithologic trap methodology of fluvial deposits has been studied in Upper Salym oilfield. The job is done based on 3d seismic and geological model complexing with the using sedimentological, core and log interpretation. This technique has been successfully applied at Vyngapur oilfield.","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"21 13","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113979691","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
The Oil and Gas Content of the Riphean Deposits of the Interfluve of the Nizhnyaya and Podkamennaya Tunguska 通古斯下城—波德卡门纳亚断裂带里芬矿床的油气含量
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802318
A. Protsko, N. A. Ivanova
{"title":"The Oil and Gas Content of the Riphean Deposits of the Interfluve of the Nizhnyaya and Podkamennaya Tunguska","authors":"A. Protsko, N. A. Ivanova","doi":"10.3997/2214-4609.201802318","DOIUrl":"https://doi.org/10.3997/2214-4609.201802318","url":null,"abstract":"Prospects of oil and gas content of the Riphean deposits of the Nizhnyaya and Podkamennaya Tunguska interfluves from the point of view of the prerequisites for the formation of reservoir rocks, the presence of oil deposits and the conditions for reservoir preservation are considered. Based on a complex interpretation of seismic data and deep drilling wells, the geological map of the pre-Vendian erosion surface served as a basis for identifying zones of possible development of reservoirs in the Riphean deposits for the Baikit, Katanskaya and Severo-Tunguska oil and gas regions. A forecast is given for the distribution of hydrocarbon deposits by the phase composition in the Riphean complex","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134133421","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
Modern Trends in Development of Non-traditional Resources in Russia and Abroad 俄罗斯及国外非传统资源开发的现代趋势
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802397
L. G. Gaysina, A. S. Desyatkin
{"title":"Modern Trends in Development of Non-traditional Resources in Russia and Abroad","authors":"L. G. Gaysina, A. S. Desyatkin","doi":"10.3997/2214-4609.201802397","DOIUrl":"https://doi.org/10.3997/2214-4609.201802397","url":null,"abstract":"","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133800554","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
Investigation of the Bottomhole Formation Zone by the Method of Filtration Pressure Waves 用过滤压力波法研究井底地层带
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802383
A. Gavrilov, E. Marfin, A. Abdrashitov
{"title":"Investigation of the Bottomhole Formation Zone by the Method of Filtration Pressure Waves","authors":"A. Gavrilov, E. Marfin, A. Abdrashitov","doi":"10.3997/2214-4609.201802383","DOIUrl":"https://doi.org/10.3997/2214-4609.201802383","url":null,"abstract":"","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130178544","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
Seismic Modelling in the Study of the Riphean Wave Field at Kujumbinskoe Oilfield Kujumbinskoe油田Riphean波场研究中的地震模拟
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802344
A. Vazaeva, R. Khusnitdinov
{"title":"Seismic Modelling in the Study of the Riphean Wave Field at Kujumbinskoe Oilfield","authors":"A. Vazaeva, R. Khusnitdinov","doi":"10.3997/2214-4609.201802344","DOIUrl":"https://doi.org/10.3997/2214-4609.201802344","url":null,"abstract":"","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130380860","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
Laboratory Studies of Poroelastic Properties of the Mississippian Series Tournaisian Stage Limestones 密西西比系图尔纳期灰岩孔隙弹性特性的实验室研究
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802331
E. Ziganshin, I. Nugmanov, D. Zaitsev, F. Khusnutdinov
{"title":"Laboratory Studies of Poroelastic Properties of the Mississippian Series Tournaisian Stage Limestones","authors":"E. Ziganshin, I. Nugmanov, D. Zaitsev, F. Khusnutdinov","doi":"10.3997/2214-4609.201802331","DOIUrl":"https://doi.org/10.3997/2214-4609.201802331","url":null,"abstract":"In this paper, we have studied the poroelastic properties of the carbonate rock of the Mississippian serias Tournaisian Stage. We have estimated coefficient Bio from porosity using various predefined models. Based on the the experimental determination of the transmission times of a longitudinal and transverse ultrasonic wave we have constructed the rock physics models of the carbonates. We have compared obtained model with the results of laboratory investigations. As a result of the simulation of elastic properties and comparison with experimental data, we have concluded that the Gassmann model can be used for the carbonate rocks to construct a rock physic model. Outgoing the research results, we have shown paramount of Bio coefficient data of carbonates to obtain best fitted petrophysical model.","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128773988","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
Applying Wave Logica Method for Geophysical Prospecting 波逻辑法在物探中的应用
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802377
A. Favorskaya, A. Kabanova, I. Petrov
{"title":"Applying Wave Logica Method for Geophysical Prospecting","authors":"A. Favorskaya, A. Kabanova, I. Petrov","doi":"10.3997/2214-4609.201802377","DOIUrl":"https://doi.org/10.3997/2214-4609.201802377","url":null,"abstract":"","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129681606","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: 2
Exploration of Accuracy of Knott-zoeppritz Equation Approximations for Reasonably-contrasted Environment 合理对比环境下Knott-zoeppritz方程近似精度的探讨
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802371
A. A. Arkhipov, V. S. Tyrichev
{"title":"Exploration of Accuracy of Knott-zoeppritz Equation Approximations for Reasonably-contrasted Environment","authors":"A. A. Arkhipov, V. S. Tyrichev","doi":"10.3997/2214-4609.201802371","DOIUrl":"https://doi.org/10.3997/2214-4609.201802371","url":null,"abstract":"A lot of software products in our time offers solution for solving angle-dependent seismic data inversions. Because of non-linearity and complex roots of Knott-Zoepprits equations approximations are frequently used. But did they are accurate enough to get a proper results? In this article two popular approximations will be explored in comparison with full Knott-Zoeppritz solution.","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129719500","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
New Neural Network Algorithm Aimed to Physical Properties of Rocks Prediction Using Log Curves and 3D Seismic Data 利用测井曲线和三维地震资料预测岩石物性的新神经网络算法
20th conference on oil and gas geological exploration and development Pub Date : 2018-09-10 DOI: 10.3997/2214-4609.201802335
S. Egorov, I. Priezzhev
{"title":"New Neural Network Algorithm Aimed to Physical Properties of Rocks Prediction Using Log Curves and 3D Seismic Data","authors":"S. Egorov, I. Priezzhev","doi":"10.3997/2214-4609.201802335","DOIUrl":"https://doi.org/10.3997/2214-4609.201802335","url":null,"abstract":"The article is dedicated to a new neural network algorithm which is aimed to spatial well log curves prediction using seismic data. The specificity of proposed method is usage of variety random functions instead of weight coefficients and activation function in neural networks. As an example of effectivity of the new approach the results of density prediction using two neural network algorithms are demonstrated.","PeriodicalId":288128,"journal":{"name":"20th conference on oil and gas geological exploration and development","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116992545","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
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