Prediction on Production of Oil Well with Attention-CNN-LSTM

The production prediction of an oil well is of great significance for realizing the intelligent monitoring of oil wells and improving oil recovery. In order to overcome the shortcomings of existing methods in the production prediction of oil wells, this study proposes a hybrid deep learning model ba...

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Bibliographic Details

Published in:	Journal of Physics Conference Series
Main Author:	Shaowei Pan
Other Authors:	Jizhe Wang, Wei Min Zhou
Format:	Article
Language:	English
Published:	IOP Publishing 2021
Subjects:	Oil and Gas Production Techniques Reservoir Engineering and Simulation Methods Hydrological Forecasting Using AI attention mechanism convolutional neural networks long short-term memory hybrid deep learning model oil recovery time series forecasting
Online Access:	https://doi.org/10.1088/1742-6596/2030/1/012038
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