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Keywords: forecasting
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Proceedings Papers

Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219096-MS
... an acceptable match was achieved. Utilizing this new approach, forecasting case was ran from 2022 to 2040 future production predictions and resulted with a cumulative oil production of 8,674,110 bbl. Later, waterflooding was implemented for 10 injectors and 30 producers and was set to produces from 2022 to 2040...
Proceedings Papers

Paper presented at the Gas & Oil Technology Showcase and Conference, March 13–15, 2023
Paper Number: SPE-214133-MS
... Abstract Accurate well rate forecasting is critical for field development. In the oil industry, recurrent-based deep learning models have been used for production forecasting. Modern research is shifting towards using the novel transformer architecture in natural language and time series...

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