Toward Estimating CO2 Solubility in Pure Water and Brine Using Cascade Forward Neural Network and Generalized Regression Neural Network: Application to CO2 Dissolution Trapping in Saline Aquifers
| Main Authors: | , , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
American Chemical Society
2024-01-01
|
| Series: | ACS Omega |
| Online Access: | https://doi.org/10.1021/acsomega.3c07962 |
| _version_ | 1797338784680902656 |
|---|---|
| author | Xinyuan Zou Yingting Zhu Jing Lv Yuchi Zhou Bin Ding Weidong Liu Kai Xiao Qun Zhang |
| author_facet | Xinyuan Zou Yingting Zhu Jing Lv Yuchi Zhou Bin Ding Weidong Liu Kai Xiao Qun Zhang |
| author_sort | Xinyuan Zou |
| collection | DOAJ |
| first_indexed | 2024-03-08T09:36:18Z |
| format | Article |
| id | doaj.art-e682ce9561e34c5bb87d5db4f10b5296 |
| institution | Directory Open Access Journal |
| issn | 2470-1343 |
| language | English |
| last_indexed | 2024-03-08T09:36:18Z |
| publishDate | 2024-01-01 |
| publisher | American Chemical Society |
| record_format | Article |
| series | ACS Omega |
| spelling | doaj.art-e682ce9561e34c5bb87d5db4f10b52962024-01-30T09:21:41ZengAmerican Chemical SocietyACS Omega2470-13432024-01-01944705472010.1021/acsomega.3c07962Toward Estimating CO2 Solubility in Pure Water and Brine Using Cascade Forward Neural Network and Generalized Regression Neural Network: Application to CO2 Dissolution Trapping in Saline AquifersXinyuan Zou0Yingting Zhu1Jing Lv2Yuchi Zhou3Bin Ding4Weidong Liu5Kai Xiao6Qun Zhang7State Key Laboratory of Enhanced Oil Recovery, Research Institute of Petroleum Exploration and Development, CNPC, Beijing, ChinaResearch Institute of Petroleum Exploration & Development, Beijing, ChinaResearch Institute of Petroleum Exploration & Development, Beijing, ChinaOil and Gas engineering research Institute, Petrochina Jilin Oilfield Company, Songyuan, ChinaResearch Institute of Petroleum Exploration & Development, Beijing, ChinaResearch Institute of Petroleum Exploration & Development, Beijing, ChinaState Key Laboratory of Petroleum Resources and Prospecting, China University of Petroleum (Beijing), Beijing, ChinaState Key Laboratory of Enhanced Oil Recovery, Research Institute of Petroleum Exploration and Development, CNPC, Beijing, Chinahttps://doi.org/10.1021/acsomega.3c07962 |
| spellingShingle | Xinyuan Zou Yingting Zhu Jing Lv Yuchi Zhou Bin Ding Weidong Liu Kai Xiao Qun Zhang Toward Estimating CO2 Solubility in Pure Water and Brine Using Cascade Forward Neural Network and Generalized Regression Neural Network: Application to CO2 Dissolution Trapping in Saline Aquifers ACS Omega |
| title | Toward Estimating CO2 Solubility in Pure Water and Brine Using Cascade Forward Neural Network and Generalized Regression Neural Network: Application to CO2 Dissolution Trapping in Saline Aquifers |
| title_full | Toward Estimating CO2 Solubility in Pure Water and Brine Using Cascade Forward Neural Network and Generalized Regression Neural Network: Application to CO2 Dissolution Trapping in Saline Aquifers |
| title_fullStr | Toward Estimating CO2 Solubility in Pure Water and Brine Using Cascade Forward Neural Network and Generalized Regression Neural Network: Application to CO2 Dissolution Trapping in Saline Aquifers |
| title_full_unstemmed | Toward Estimating CO2 Solubility in Pure Water and Brine Using Cascade Forward Neural Network and Generalized Regression Neural Network: Application to CO2 Dissolution Trapping in Saline Aquifers |
| title_short | Toward Estimating CO2 Solubility in Pure Water and Brine Using Cascade Forward Neural Network and Generalized Regression Neural Network: Application to CO2 Dissolution Trapping in Saline Aquifers |
| title_sort | toward estimating co2 solubility in pure water and brine using cascade forward neural network and generalized regression neural network application to co2 dissolution trapping in saline aquifers |
| url | https://doi.org/10.1021/acsomega.3c07962 |
| work_keys_str_mv | AT xinyuanzou towardestimatingco2solubilityinpurewaterandbrineusingcascadeforwardneuralnetworkandgeneralizedregressionneuralnetworkapplicationtoco2dissolutiontrappinginsalineaquifers AT yingtingzhu towardestimatingco2solubilityinpurewaterandbrineusingcascadeforwardneuralnetworkandgeneralizedregressionneuralnetworkapplicationtoco2dissolutiontrappinginsalineaquifers AT jinglv towardestimatingco2solubilityinpurewaterandbrineusingcascadeforwardneuralnetworkandgeneralizedregressionneuralnetworkapplicationtoco2dissolutiontrappinginsalineaquifers AT yuchizhou towardestimatingco2solubilityinpurewaterandbrineusingcascadeforwardneuralnetworkandgeneralizedregressionneuralnetworkapplicationtoco2dissolutiontrappinginsalineaquifers AT binding towardestimatingco2solubilityinpurewaterandbrineusingcascadeforwardneuralnetworkandgeneralizedregressionneuralnetworkapplicationtoco2dissolutiontrappinginsalineaquifers AT weidongliu towardestimatingco2solubilityinpurewaterandbrineusingcascadeforwardneuralnetworkandgeneralizedregressionneuralnetworkapplicationtoco2dissolutiontrappinginsalineaquifers AT kaixiao towardestimatingco2solubilityinpurewaterandbrineusingcascadeforwardneuralnetworkandgeneralizedregressionneuralnetworkapplicationtoco2dissolutiontrappinginsalineaquifers AT qunzhang towardestimatingco2solubilityinpurewaterandbrineusingcascadeforwardneuralnetworkandgeneralizedregressionneuralnetworkapplicationtoco2dissolutiontrappinginsalineaquifers |