L2-SSA-LSTM Prediction Model of Steering Drilling Wellbore Trajectory

The high-speed vibration rotation of the drill bit during drilling causes the logging tool to be damaged or distorted, resulting in inaccurate or lost data collection. Traditional prediction methods such as dynamic modeling and geological modeling have problems such as incomplete data and difficult...

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Detalles Bibliográficos

Autores principales:	Yi Gao, Na Wang, Yihao Ma
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	IEEE 2024-01-01
Colección:	IEEE Access
Materias:	Steering drilling system wellbore trajectory prediction long short-term memory neural network sparrow optimization algorithm L2 regularization
Acceso en línea:	https://ieeexplore.ieee.org/document/10375269/
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