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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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Main Author: Abd Razak, Farzana Athirah
Format: Final Year Project
Language:English
Published: 2022
Subjects:
T Technology (General)
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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spelling oai:utpedia.utp.edu.my:245412023-05-22T02:51:37Z http://utpedia.utp.edu.my/id/eprint/24541/ Forecasting Torque & Drag Values for PETRONAS Carigali Sdn Bhd (PCSB ) Oil Wells Prediction Using Long Short-Term Memory (LSTM) Abd Razak, Farzana Athirah T Technology (General) 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. 2022-09 Final Year Project NonPeerReviewed text en 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 Abd Razak, Farzana Athirah (2022) Forecasting Torque & Drag Values for PETRONAS Carigali Sdn Bhd (PCSB ) Oil Wells Prediction Using Long Short-Term Memory (LSTM). [Final Year Project] (Submitted)
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Abd Razak, Farzana Athirah
Forecasting Torque & Drag Values for PETRONAS Carigali Sdn Bhd (PCSB ) Oil Wells Prediction Using Long Short-Term Memory (LSTM)
description 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.
format Final Year Project
author Abd Razak, Farzana Athirah
author_facet Abd Razak, Farzana Athirah
author_sort Abd Razak, Farzana Athirah
title Forecasting Torque & Drag Values for PETRONAS Carigali Sdn Bhd (PCSB ) Oil Wells Prediction Using Long Short-Term Memory (LSTM)
title_short Forecasting Torque & Drag Values for PETRONAS Carigali Sdn Bhd (PCSB ) Oil Wells Prediction Using Long Short-Term Memory (LSTM)
title_full Forecasting Torque & Drag Values for PETRONAS Carigali Sdn Bhd (PCSB ) Oil Wells Prediction Using Long Short-Term Memory (LSTM)
title_fullStr Forecasting Torque & Drag Values for PETRONAS Carigali Sdn Bhd (PCSB ) Oil Wells Prediction Using Long Short-Term Memory (LSTM)
title_full_unstemmed Forecasting Torque & Drag Values for PETRONAS Carigali Sdn Bhd (PCSB ) Oil Wells Prediction Using Long Short-Term Memory (LSTM)
title_sort forecasting torque & drag values for petronas carigali sdn bhd (pcsb ) oil wells prediction using long short-term memory (lstm)
publishDate 2022
url 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/
_version_ 1768010138803765248
score 13.214268

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