Jonathan Atuquaye Quaye

Kwame Nkrumah University of Science and Technology

Kumasi

Kumasi

Ghana

  • Kwame Nkrumah University of Science and Technology

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Oil Production Decline Prediction: A Comparative Study of Conventional Machine Learning, Ensemble Residual Learning, and Sarima Models

Number of pages: 32 Posted: 09 Feb 2025
Stephen Adjei, John Oleka Ojuu, Nii Sowah Laryea-Adjei, Yen Adams Sokama- Neuyam, Isaac Adjei Mensah, Jonathan Atuquaye Quaye and Turkson Kwesi Duodu
Kwame Nkrumah University of Science and Technology, Kwame Nkrumah University of Science and Technology, Kwame Nkrumah University of Science and Technology, Kwame Nkrumah University of Science and Technology, Ghana, Kwame Nkrumah University of Science and Technology, Kwame Nkrumah University of Science and Technology and China National Petroleum Corporation
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oil production forecasting, time series forecasting, machine learning, residual modeling, ARIMA, SARIMA