Proceedings Title : Proc. Indon. Petrol. Assoc., 43rd Ann. Conv., 2019
Activities during drilling and workover operations are reported regularly by field personnel in the Drilling Reports. Drilling reports contain a lot o...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 43rd Ann. Conv., 2019
Accurate cost estimating is required to improve decision making based on project economic evaluations. The process of cost estimation largely depends...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 43rd Ann. Conv., 2019
Facies classification using well log data is an important process in oil and gas exploration, which enables us to understand the reservoir character a...
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Proceedings Title : PROCEEDINGS, INDONESIAN PETROLEUM ASSOCIATION, Forty-Fifth Annual Convention & Exhibition, 1 - 3 September 2021
Tunu is a giant gas field located in the present-day Mahakam Delta, East Kalimantan, Indonesia. Tunu gas produced from Tunu Main Zone (TMZ), between 2...
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Proceedings Title : PROCEEDINGS, INDONESIAN PETROLEUM ASSOCIATION, Forty-Fifth Annual Convention & Exhibition, 1 - 3 September 2021
Machine learning is an algorithm based on pattern recognition and the concept that computers can learn without being programmed to perform specific ta...
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Proceedings Title : PROCEEDINGS, INDONESIAN PETROLEUM ASSOCIATION, Forty-Fifth Annual Convention & Exhibition, 1 - 3 September 2021
Sand production is almost an inevitable problem in oil and gas production facilities. As the reservoir depletes, sand grains from the reservoir begin...
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Proceedings Title : PROCEEDINGS, INDONESIAN PETROLEUM ASSOCIATION, Forty-Fifth Annual Convention & Exhibition, 1 - 3 September 2021
Supervised learning methods from machine learning are starting to be widely used in oil & gas data management. The usage of the method is adjusted...
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Proceedings Title : PROCEEDINGS, INDONESIAN PETROLEUM ASSOCIATION, Forty-Fifth Annual Convention & Exhibition, 1 - 3 September 2021
Shear-wave velocity (Vs) log is one of the essential petrophysical well logs for reservoir characterisation in oil and gas exploration. Unfortunately,...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
Electric Submersible Pumps (ESP) have been widely used in Sumatera Light Oil (SLO) operation units with more than 2500 production wells. Approximately...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
In Block X, there are a limited number of engineers and a vast number of wells that require to be monitored on a daily basis. Before 2018, engineers m...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
Project schedule forecasting is a core enabler of successful project management. Accurate schedule prediction leads to better resource management and...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
Wastewater from all oil and gas industries in Indonesia must comply with the quality standard set by the environmental minister regulation Number 19 Y...
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The Delta field is mature and currently facing a significantly declining production rate since it was at peak production in 1992 with 290,000 barrels...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
Carbonate reservoirs have been known to be a major source of hydrocarbons; it is well known that approximately 60% of the oil and 40% of the gas reser...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
Ubadari is an undeveloped gas field in Bintuni Bay (West Papua, Indonesia) about 70km west of the Tangguh LNG plant. Seismic reprocessing (2015 and 20...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
EJ-7 field is a green field located about 65 km NE of Surabaya in the offshore Northeast Java Basin in water depth of about 25m. EJ-7 was drilled and...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
The application of machine learning (ML) in seismic interpretation has become widely shared in geosciences, and this is due to its ability to be accur...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
PT. RH Petrogas is the operator for acreage in the Salawati Basin in Eastern Indonesia and is interested in exploring this area further, particularly...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 46th Ann. Conv., 2022
We present the use of Machine Learning algorithm of K-Nearest Neighbors (KNN) and Deep Learning algorithm of Artificial Neural Network for converting...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 47th Ann. Conv., 2023
One of the key focus areas of oilfield digitalization efforts is the design and development of integrated production optimization workflows. The goal...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 47th Ann. Conv., 2023
Machine learning has been used for many decades, particularly for deep neural networks that were introduced in the 1960s and have been applied to vari...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 47th Ann. Conv., 2023
Steam flood injection is a thermal recovery method that involves injecting steam, or specific water at particular temperatures, through special inject...
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Proceedings Title : Proc. Indon. Petrol. Assoc., 47th Ann. Conv., 2023
Machine learning has been widely used in oil and gas industry for exploration and production. This method efficiently increases productivity, reduces...
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