Forecasting Torque & Drag Values for PETRONAS Carigali Sdn Bhd (PCSB ) Oil Wells Prediction Using Long Short-Term Memory (LSTM)
This report is to elaborate the project that I have worked on for my Final Year Project (FYP) course. It is a project to forecast torque and drag values for PETRONAS Carigali Sdn Bhd (PCSB) oil wells using Long Short-Term Memory (LSTM). The project is done for PETRONAS Wells Department to enhance th...
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| Format: | Final Year Project |
| Language: | English |
| Published: |
2022
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| Online Access: | http://utpedia.utp.edu.my/id/eprint/24541/1/Forecasting%20Torque%20%26%20Drag%20Values%20for%20PETRONAS%20Carigali%20Sdn%20Bhd%20%28PCSB%29%20Oil%20Wells%20Prediction%20Using%20Long%20Short-Term%20Memory%20%28LSTM%29.pdf http://utpedia.utp.edu.my/id/eprint/24541/ |
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| Summary: | This report is to elaborate the project that I have worked on for my Final Year Project (FYP) course. It is a project to forecast torque and drag values for PETRONAS Carigali Sdn Bhd (PCSB) oil wells using Long Short-Term Memory (LSTM). The project is done for PETRONAS Wells Department to enhance the capabilities and potentials of drilling related to oil and gas. By hyperparameter tuning, optimal parameters are found in order to construct the best models. |
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