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A novel hybrid deep learning methodology for real-time wellhead pressure forecasting and risk warning during shale gas hydraulic fracturing

Liangjie Gou, Zhaozhong Yang, Chao Min, Duo Yi, Liangping Yi, Xiaogang Li

2025Reliability Engineering & System Safety6 citationsDOI

Topics & Concepts

WellheadHydraulic fracturingPetroleum engineeringOil shaleShale gasWarning systemHydraulic pressureEnvironmental scienceEngineeringGeologyWaste managementMechanical engineeringAerospace engineeringHydraulic Fracturing and Reservoir AnalysisDrilling and Well EngineeringReservoir Engineering and Simulation Methods
A novel hybrid deep learning methodology for real-time wellhead pressure forecasting and risk warning during shale gas hydraulic fracturing | Litcius