{"title":"模拟驱动的敏感性分析和关键参数优化,以最大限度地提高CO2-EOR效率","authors":"Ashutosh Rawat , Tithee Bhavsar , Bhaskarjyoti Khanikar , Abhishek Samanta , Patrick Nguessan , Soumili Saha , Namrata Bist , Anirbid Sircar","doi":"10.1016/j.ptlrs.2025.02.007","DOIUrl":null,"url":null,"abstract":"<div><div>The application of Carbon Dioxide (CO<sub>2</sub>) injection in enhanced oil recovery (EOR) has evolved, making a major benefit for increasing the production level from mature reservoirs. This paper investigates the optimization of the CO<sub>2</sub>-EOR process based on using a new mode of simulation-based sensitivity analysis to understand two main proposed strategies, namely continuous gas injection and water-alternating-gas (WAG) injection. Prominent dynamical features including multiphase flow and displacement mechanisms were effectively captured in the form of a detailed reservoir model developed with considerable care for both techniques. The performance of each injection method was determined from a comprehensive analysis on the major production performance metrics: i) Oil recovery factor, ii) Gas-oil ratio iii) Cumulative oil production. Applying a wide range of sensitivity methods that included proxy model, Morris analysis and Sobol method were used to analyze the main parameters affecting the effectiveness of CO<sub>2</sub> injection. The analysis then produced an optimization framework highlighting conditions conducive to achieving maximum oil recovery. The results of the study point to the effectiveness of WAG injection strategy in promoting oil recovery through better mobility control and lower gas breakthrough risk compared with continuous gas injection. This approach enhances sweep efficiency and highlights the significance of selecting appropriate injection strategies to maximize recovery in immiscible CO<sub>2</sub> flooding processes. The alternating phases of water and CO<sub>2</sub> in the Water-Alternating-Gas (WAG) process are crucial for optimizing oil recovery outcomes.</div></div>","PeriodicalId":19756,"journal":{"name":"Petroleum Research","volume":"10 3","pages":"Pages 552-563"},"PeriodicalIF":4.0000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Simulation-driven sensitivity analysis and optimization of critical parameters for maximizing CO2-EOR efficiency\",\"authors\":\"Ashutosh Rawat , Tithee Bhavsar , Bhaskarjyoti Khanikar , Abhishek Samanta , Patrick Nguessan , Soumili Saha , Namrata Bist , Anirbid Sircar\",\"doi\":\"10.1016/j.ptlrs.2025.02.007\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The application of Carbon Dioxide (CO<sub>2</sub>) injection in enhanced oil recovery (EOR) has evolved, making a major benefit for increasing the production level from mature reservoirs. This paper investigates the optimization of the CO<sub>2</sub>-EOR process based on using a new mode of simulation-based sensitivity analysis to understand two main proposed strategies, namely continuous gas injection and water-alternating-gas (WAG) injection. Prominent dynamical features including multiphase flow and displacement mechanisms were effectively captured in the form of a detailed reservoir model developed with considerable care for both techniques. The performance of each injection method was determined from a comprehensive analysis on the major production performance metrics: i) Oil recovery factor, ii) Gas-oil ratio iii) Cumulative oil production. Applying a wide range of sensitivity methods that included proxy model, Morris analysis and Sobol method were used to analyze the main parameters affecting the effectiveness of CO<sub>2</sub> injection. The analysis then produced an optimization framework highlighting conditions conducive to achieving maximum oil recovery. The results of the study point to the effectiveness of WAG injection strategy in promoting oil recovery through better mobility control and lower gas breakthrough risk compared with continuous gas injection. This approach enhances sweep efficiency and highlights the significance of selecting appropriate injection strategies to maximize recovery in immiscible CO<sub>2</sub> flooding processes. The alternating phases of water and CO<sub>2</sub> in the Water-Alternating-Gas (WAG) process are crucial for optimizing oil recovery outcomes.</div></div>\",\"PeriodicalId\":19756,\"journal\":{\"name\":\"Petroleum Research\",\"volume\":\"10 3\",\"pages\":\"Pages 552-563\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Petroleum Research\",\"FirstCategoryId\":\"1087\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2096249525000122\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Earth and Planetary Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Petroleum Research","FirstCategoryId":"1087","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2096249525000122","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Earth and Planetary Sciences","Score":null,"Total":0}
Simulation-driven sensitivity analysis and optimization of critical parameters for maximizing CO2-EOR efficiency
The application of Carbon Dioxide (CO2) injection in enhanced oil recovery (EOR) has evolved, making a major benefit for increasing the production level from mature reservoirs. This paper investigates the optimization of the CO2-EOR process based on using a new mode of simulation-based sensitivity analysis to understand two main proposed strategies, namely continuous gas injection and water-alternating-gas (WAG) injection. Prominent dynamical features including multiphase flow and displacement mechanisms were effectively captured in the form of a detailed reservoir model developed with considerable care for both techniques. The performance of each injection method was determined from a comprehensive analysis on the major production performance metrics: i) Oil recovery factor, ii) Gas-oil ratio iii) Cumulative oil production. Applying a wide range of sensitivity methods that included proxy model, Morris analysis and Sobol method were used to analyze the main parameters affecting the effectiveness of CO2 injection. The analysis then produced an optimization framework highlighting conditions conducive to achieving maximum oil recovery. The results of the study point to the effectiveness of WAG injection strategy in promoting oil recovery through better mobility control and lower gas breakthrough risk compared with continuous gas injection. This approach enhances sweep efficiency and highlights the significance of selecting appropriate injection strategies to maximize recovery in immiscible CO2 flooding processes. The alternating phases of water and CO2 in the Water-Alternating-Gas (WAG) process are crucial for optimizing oil recovery outcomes.