Prediction of Shale Gas Production by Hydraulic Fracturing in Changning Area Using Machine Learning Algorithms
Prediction of Shale Gas Production by Hydraulic Fracturing in Changning Area Using Machine Learning Algorithms
Dongshuang Li,Shaohua You,2 Authors,S. Tian
2023 · DOI: 10.1007/s11242-023-01935-3
Transport in Porous Media · 33 Citations
TLDR
This study provides a guideline for the shale gas production via hydraulic fracturing in the Changning area, Sichuan Basin, where the particle swarm optimization is implemented as a parameter optimization approach to improve the gas production, which can be increased by around two times after optimization.