title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° Ð´Ð»Ñ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ ÑÐ°ÑÑÐµÑÐ° ÑÐµÐ¶Ð¸Ð¼Ð¾Ð² Ð´Ð¾Ð±ÑÐ²Ð°ÑÑÐ¸Ñ ÑÐºÐ²Ð°Ð¶Ð¸Ð½ Ð½Ð° Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð¹ Ð¼Ð¾Ð´ÐµÐ»Ð¸ Ð¼ÐµÑÑÐ¾ÑÐ¾Ð¶Ð´ÐµÐ½Ð¸Ñ Ð½ÐµÑÑÐ¸
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Development of an algorithm for the calculation optimization of production wells operating points on an integrated model of an oil field
Creators: name: Ð¡ÐµÐ½ÑÐºÐ¸Ð½, ÐÐ»ÑÑ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2021
Subjects: ÐÐ¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ
ÐÐ»Ð³Ð¾ÑÐ¸ÑÐ¼Ñ
ÐÑÑÐ¾Ð²ÑÐµ ÑÐºÐ²Ð°Ð¶Ð¸Ð½Ñ
ÑÐ·Ð»Ð¾Ð²Ð¾Ð¹ Ð°Ð½Ð°Ð»Ð¸Ð·
node analysis

description: Ð Ð°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¿ÑÐ¾ÑÐµÑÑÐ° Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð³Ð¾ Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ, Ð¿ÑÐ¸Ð¼ÐµÐ½ÑÐµÐ¼ÑÑ Ð¿Ð¾Ð´ÑÐ¾Ð´Ð¾Ð², Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼ Ð¸ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐµ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° Ð´Ð»Ñ ÑÐµÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ñ. ÐÐ°Ð´Ð°ÑÐ¸, ÐºÐ¾ÑÐ¾ÑÑÐµ ÑÐµÑÐ°Ð»Ð¸ÑÑ Ð² ÑÐ¾Ð´Ðµ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ: 1. ÐÐ½Ð°Ð»Ð¸Ð· Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ñ Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÑ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹. 2. ÐÐ±Ð·Ð¾Ñ ÑÐ°Ð·Ð½Ð¾Ð²Ð¸Ð´Ð½Ð¾ÑÑÐµÐ¹ Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÑ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹ Ð¸ ÑÐµÑÐ°ÐµÐ¼ÑÑ Ð¸Ð¼Ð¸ Ð·Ð°Ð´Ð°Ñ. 3. ÐÐ±Ð·Ð¾Ñ ÑÐµÐºÑÑÐ¸Ñ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼, ÑÐ²ÑÐ·Ð°Ð½Ð½ÑÑ Ñ ÑÐ°ÑÑÑÑÐ¾Ð¼ Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÑ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹. 4. ÐÐ±Ð·Ð¾Ñ ÑÑÑÐµÑÑÐ²ÑÑÑÐ¸Ñ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¿Ð¾ ÑÐ°ÑÑÑÑÑ Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÑ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹. 5. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° Ð´Ð»Ñ ÑÐ°ÑÑÑÑÐ° ÑÐµÐ¶Ð¸Ð¼Ð¾Ð² Ð´Ð¾Ð±ÑÐ²Ð°ÑÑÐ¸Ñ ÑÐºÐ²Ð°Ð¶Ð¸Ð½ Ð½Ð° Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð¹ Ð¼Ð¾Ð´ÐµÐ»Ð¸. 6. ÐÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ðµ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð½Ð¾Ð³Ð¾ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° Ð¸ Ð°Ð½Ð°Ð»Ð¸Ð· ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð². Ð Ð°Ð±Ð¾ÑÐ° Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½Ð° Ð½Ð° Ð±Ð°Ð·Ðµ ÐÐÐ Â«ÐÐ°Ð·Ð¿ÑÐ¾Ð¼Ð½ÐµÑÑÑ ÐÐ¢Ð¦Â», Ð³Ð´Ðµ ÑÐ¾Ð±Ð¸ÑÐ°Ð»Ð°ÑÑ Ð·Ð½Ð°ÑÐ¸ÑÐµÐ»ÑÐ½Ð°Ñ ÑÐ°ÑÑÑ Ð¼Ð°ÑÐµÑÐ¸Ð°Ð»Ð°: Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½Ð°Ñ Ð¼Ð¾Ð´ÐµÐ»Ñ Ð² ÐºÐ¾Ð¼Ð¼ÐµÑÑÐµÑÐºÐ¾Ð¼ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð¼ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ð¸ (Resolve): Ð³Ð¸Ð´ÑÐ¾Ð´Ð¸Ð½Ð°Ð¼Ð¸ÑÐµÑÐºÐ°Ñ Ð¼Ð¾Ð´ÐµÐ»Ñ Ð½ÐµÑÑÑÐ½Ð¾Ð³Ð¾ Ð¿Ð»Ð°ÑÑÐ° (tNavigator), Ð¼Ð¾Ð´ÐµÐ»Ð¸ 4 Ð½ÐµÑÑÑÐ½ÑÑ Ð´Ð¾Ð±ÑÐ²Ð°ÑÑÐ¸Ñ ÑÐºÐ²Ð°Ð¶Ð¸Ð½ (Prosper), Ð½Ð°Ð·ÐµÐ¼Ð½Ð°Ñ ÑÐµÑÑ ÑÐ±Ð¾ÑÐ° Ð½ÐµÑÑÐ¸ (GAP). ÐÑÐ»Ð¸ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½Ñ ÑÐ°ÑÑÐµÑÑ, Ð²ÑÑÐ²Ð»ÐµÐ½Ñ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ñ ÑÐ¾ÑÐºÐ¾ÑÐ¾ÑÑÑÑ ÑÐ°ÑÑÑÑÐ¾Ð² Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÑ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹. Ð Ð°ÑÑÑÑÑ Ð¿ÑÐ¾Ð²Ð¾Ð´Ð¸Ð»Ð¸ÑÑ Ð² Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð¼ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ð¸ Petroleum Experts. Ð ÐºÐ°ÑÐµÑÑÐ²Ðµ ÑÐµÑÐµÐ½Ð¸Ñ Ð±ÑÐ» ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼ Ð´Ð»Ñ Ð½Ð°ÑÐ¾Ð¶Ð´ÐµÐ½Ð¸Ñ ÑÐµÐ¶Ð¸Ð¼Ð¾Ð² Ð´Ð¾Ð±ÑÐ²Ð°ÑÑÐ¸Ñ ÑÐºÐ²Ð°Ð¶Ð¸Ð½ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¿ÑÐ¸Ð½ÑÐ¸Ð¿Ð¾Ð² ÑÐ·Ð»Ð¾Ð²Ð¾Ð³Ð¾ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð¸ Ð¸Ð½ÑÐµÑÐ¿Ð¾Ð»ÑÑÐ¸Ð¸. Ð ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐµ Ð±ÑÐ» Ð¿ÑÐ¾Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½ Ð¿Ð¾Ð´ÑÐ¾Ð´ Ð¿Ð¾ ÑÐ°ÑÑÑÑÑ Ð¸Ð½ÑÐµÐ³ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð¹ Ð¼Ð¾Ð´ÐµÐ»Ð¸ Ð² Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð¼ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ð¸, Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½ Ð¿Ð¾Ð¸ÑÐº ÑÐµÑÐµÐ½Ð¸Ð¹. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½ ÑÑÑÐµÐºÑÐ¸Ð²Ð½ÑÐ¹ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼, ÑÑÐºÐ¾ÑÑÑÑÐ¸Ð¹ ÑÐ°ÑÑÑÑÑ Ð² 70 ÑÐ°Ð· Ñ ÑÐ¾ÑÑÐ°Ð½ÐµÐ½Ð¸ÐµÐ¼ ÑÐ¾ÑÐ½Ð¾ÑÑÐ¸. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð½ÑÐ¹ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼ Ð²Ð½ÐµÐ´ÑÑÐµÑÑÑ Ð² Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÑ ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸Ð¸ ÐÐÐ Â«ÐÐ°Ð·Ð¿ÑÐ¾Ð½ÐµÑÑÑ ÐÐ¢Ð¦Â», Ð¾Ð±Ð»Ð°Ð´Ð°ÐµÑ Ð´Ð²ÑÐ¼Ñ Ð½Ð°Ð³ÑÐ°Ð´Ð°Ð¼Ð¸ Â«ÐÑÑÑÐ¸Ð¹ ÑÐ¸ÑÑÐ¾Ð²Ð¾Ð¹ Ð¿ÑÐ¾ÐµÐºÑÂ» ÑÑÐµÐ´Ð¸ Ð¿ÑÐ¾ÐµÐºÑÐ¾Ð² Ð¼Ð¾Ð»Ð¾Ð´ÑÑ ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸ÑÑÐ¾Ð² ÐÐ Â«ÐÐ°Ð·Ð¿ÑÐ¾Ð¼Ð½ÐµÑÑÑÂ», Ð¾Ð±Ð»Ð°Ð´Ð°ÐµÑ Ð³ÑÐ°Ð½ÑÐ¾Ð¼ Ð¾Ñ Ð³Ð¾ÑÑÐ´Ð°ÑÑÑÐ²Ð° Â«Ð£ÐÐÐÐ-Ð½ÐµÑÑÐµÐ³Ð°Ð· 2020Â».
description: Work is devoted to the study of the integrated modeling process, the approaches used, the study of problems and the development of an algorithm for solving the problem. The tasks that were solved in the course of the study: 1. Analysis of the use of integrated models. 2. An overview of the varieties of integrated models and the tasks they solve. 3. Review of the current problems associated with the calculation of integrated models. 4. Review of existing methods for calculating integrated models. 5. Development of an algorithm for calculating the modes of production wells on an integrated model. 6. Application of the developed algorithm and analysis of the results. The work was carried out on the basis of OOO Gazpromneft STC, where a significant part of the material was collected: an integrated model in commercial software (Resolve): a hydrodynamic model of an oil reservoir (tNavigator), models of 4 oil producing wells (Prosper), a surface gathering network (GAP) ... Calculations were carried out, problems with the speed of calculations of integrated models were identified. The calculations were carried out using the Petroleum Experts software. As a solution, an algorithm was developed to find the modes of production wells based on the principles of nodal analysis and interpolation. As a result, the approach to calculating the integrated model in software was analyzed, and solutions were sought. An efficient algorithm has been developed that accelerates calculations by 70 times while maintaining accuracy. The developed algorithm is being implemented in the tools of the company LLC "Gazproneft STC", has two awards "Best digital project" among the projects of young specialists of GC "Gazpromneft", has a grant from the state "UMNIK-neftegaz 2020".