Validation and Completion of Initial Data of Hydrocarbon Reservoirs Development Based on 3D Models
The validation of initial data is an important process to reduce the risk of errors in calculations. The large amount of heterogeneous data in the area of hydrocarbon reservoirs development leads to a significant increasing in complexity and calculation time of data validation. Here, we consider the...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2020-01-01
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| Series: | Geosciences |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2076-3263/10/2/40 |
| _version_ | 1818987198665457664 |
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| author | Dmitry Zavyalov Stepan Nebaba Kseniya Zavyalova Alena Zakharova Yuliya Rizen |
| author_facet | Dmitry Zavyalov Stepan Nebaba Kseniya Zavyalova Alena Zakharova Yuliya Rizen |
| author_sort | Dmitry Zavyalov |
| collection | DOAJ |
| description | The validation of initial data is an important process to reduce the risk of errors in calculations. The large amount of heterogeneous data in the area of hydrocarbon reservoirs development leads to a significant increasing in complexity and calculation time of data validation. Here, we consider the problem of validation and completion of the initial data for the task of hydrocarbon reservoirs development. A validation and completion method, based on the use of 3D visual models and searching of analogies, is proposed. The results of testing the proposed method on the data of reservoirs of the Tomsk region of the Russian Federation are shown. The results showed that the time of the procedure of validation and completion of the initial data was reduced by 22.2% for projects of reserve calculation and by 32.2% for projects of development forecast in comparison with standard manual validation procedure. During the validation, experts identified 18% and 13.5% more errors with the proposed method for projects of reserve calculation and development forecast, respectively, showing that the proposed method could be an effective tool for data validation and completion. |
| first_indexed | 2024-12-20T19:02:53Z |
| format | Article |
| id | doaj.art-a64128a69797445bba70c2bcdf5e8a56 |
| institution | Directory Open Access Journal |
| issn | 2076-3263 |
| language | English |
| last_indexed | 2024-12-20T19:02:53Z |
| publishDate | 2020-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Geosciences |
| spelling | doaj.art-a64128a69797445bba70c2bcdf5e8a562022-12-21T19:29:22ZengMDPI AGGeosciences2076-32632020-01-011024010.3390/geosciences10020040geosciences10020040Validation and Completion of Initial Data of Hydrocarbon Reservoirs Development Based on 3D ModelsDmitry Zavyalov0Stepan Nebaba1Kseniya Zavyalova2Alena Zakharova3Yuliya Rizen4Siberian Physical-Technical Institute, Tomsk State University, 634050 Tomsk, RussiaLaboratory “Automated Systems of Information Processing and Visualization”, Keldysh Institute of Applied Mathematics RAS, 125047 Moscow, RussiaSiberian Physical-Technical Institute, Tomsk State University, 634050 Tomsk, RussiaInformatics and Software Department, Bryansk State Technical University, 241035 Bryansk, RussiaSchool of Computer Science & Robotics, Tomsk Polytechnic University, 634050 Tomsk, RussiaThe validation of initial data is an important process to reduce the risk of errors in calculations. The large amount of heterogeneous data in the area of hydrocarbon reservoirs development leads to a significant increasing in complexity and calculation time of data validation. Here, we consider the problem of validation and completion of the initial data for the task of hydrocarbon reservoirs development. A validation and completion method, based on the use of 3D visual models and searching of analogies, is proposed. The results of testing the proposed method on the data of reservoirs of the Tomsk region of the Russian Federation are shown. The results showed that the time of the procedure of validation and completion of the initial data was reduced by 22.2% for projects of reserve calculation and by 32.2% for projects of development forecast in comparison with standard manual validation procedure. During the validation, experts identified 18% and 13.5% more errors with the proposed method for projects of reserve calculation and development forecast, respectively, showing that the proposed method could be an effective tool for data validation and completion.https://www.mdpi.com/2076-3263/10/2/40hydrocarbon reservoirdata validationdata analysisvisual analysis3d models |
| spellingShingle | Dmitry Zavyalov Stepan Nebaba Kseniya Zavyalova Alena Zakharova Yuliya Rizen Validation and Completion of Initial Data of Hydrocarbon Reservoirs Development Based on 3D Models Geosciences hydrocarbon reservoir data validation data analysis visual analysis 3d models |
| title | Validation and Completion of Initial Data of Hydrocarbon Reservoirs Development Based on 3D Models |
| title_full | Validation and Completion of Initial Data of Hydrocarbon Reservoirs Development Based on 3D Models |
| title_fullStr | Validation and Completion of Initial Data of Hydrocarbon Reservoirs Development Based on 3D Models |
| title_full_unstemmed | Validation and Completion of Initial Data of Hydrocarbon Reservoirs Development Based on 3D Models |
| title_short | Validation and Completion of Initial Data of Hydrocarbon Reservoirs Development Based on 3D Models |
| title_sort | validation and completion of initial data of hydrocarbon reservoirs development based on 3d models |
| topic | hydrocarbon reservoir data validation data analysis visual analysis 3d models |
| url | https://www.mdpi.com/2076-3263/10/2/40 |
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