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1-20 of 143
Keywords: oil production
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Proceedings Papers
Effective Production Forecasting and Robust Rate Optimization Using Physics Informed Neural Networks
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 16–18, 2024
Paper Number: SPE-218863-MS
... and serves as a rapid surrogate method to effectively predicts oil production across a range of waterflooding scenarios. Furthermore, an optimization technique is designed to fine-tune injection designs, thereby optimizing oil recovery. Experiments on 2D synthetic and 3D Brugge benchmark cases demonstrate...
Proceedings Papers
Michael Konopczynski, Martina Grefa, Martha Castillo, Angel Villavicencio, Maurilio Solano, Arlen Chanaga
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 16–18, 2024
Paper Number: SPE-218869-MS
... Abstract This paper describes an integrated workflow used to evaluate the potential improvement in oil production and hydrocarbon recovery with the implementation of AICD completions in these fields, the completion designs and implementation, and post installation well performance. This paper...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209250-MS
... international journal fossil fuel california investment oil production basin geothermal unconventional oil and gas resources Introduction The world's energy demand is driven by fast-growing economies and an increasing population. IEA (2021) estimates that the world's energy demand will almost...
Proceedings Papers
César Alejandro Briones Luna, Carlos Villa Alzate, Wilmar Andrés Pastrana Vargas, Annalyn Azancot, Darío De Jesús González Martínez, Rubén Darío Segovia Galárraga, Danny Rafael Campana Álvarez, Jaime Patricio Salcedo Vallejo, Raúl Fernando Cadena Espín, Edwin Gonzalo Canaveral Caizaluisa, Agustín Gambaretto, Walter Vinicio Paredes Martínez, Edison Molina, César Andrés Vera, Diego Arévalo
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209339-MS
... Abstract Improving production is a main goal in the industry, mainly in countries where now it is possible to apply accessible technology. Digital Oil Field projects have been successfully implemented worldwide, showing their value in terms of losses reduction and oil production optimization...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209281-MS
... and subsurface constraints. The pilot test targeted 52 injection strings and 142 producers in Southern WG with an approximate total water injection rate of 10,500 STB/Day and total water and oil production rates of 8,200 STB/D and 700 STB/D, respectively. An important and novel aspect of the work presented here...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209304-MS
... quartile Californians. enhanced recovery future of oil and gas drilling equipment completion installation and operations contingency planning future of energy energy economics us government drilling operation infrastructure urban encroachment encroachment oil production los angeles...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209336-MS
... learning model (MLM) training. We introduced a point-based regression method to train the MLM at every single time step for time series prediction of selected properties such as oil production, reservoir pressure, and so on. To manage large amounts of trained MLMs, we also conducted dimension reduction...
Proceedings Papers
Cenk Temizel Temizel, Uchenna Odi, Nouf Al-Sulaiman, Karri Reddy, Dike Putra, Mesut Yurukcu, Hakki Aydin, Cengiz Yegin
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209277-MS
... techniques such as Support Vector Machines (SVM), Principle Component Analysis (PCA), and Multilayer Perceptron (MLP) for well data conditioning. They estimated oil production with ML and deep learning models from 12 related variable data such as time, temperature and pressure. MLP and SVM with radial basis...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209328-MS
.... reservoir characterization upstream oil & gas steam injection oil sand cyclic steam injection bitumen oil production solvent injection huff-n-puff process application heavy oil recovery oil viscosity complex reservoir heating workflow heavy oil reservoir management injection oil...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 20–22, 2021
Paper Number: SPE-200835-MS
... technology conference dataset correlation workflow algorithm petroleum engineer production performance oil production evaluation random forest upstream oil & gas unconventional resource technology conference input data data analytics resource technology conference new york Introduction...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 20–22, 2021
Paper Number: SPE-200864-MS
..., animations, Hovmöller diagrams,temporal histograms, and boxplots – capturing variations in oil and gas production across space and time. In the first plot, we show variation in yearly oil production across space with different panels representing time domains. This plot shows the development of an area...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 23–26, 2019
Paper Number: SPE-195372-MS
... Abstract This paper describes application of a streamline-based surveillance methodology to define injector-centered-patterns using streamlines, calculate pattern efficiencies, and propose target rates for injectors and producers to improve oil production, lower WOR, and reduce water cycling...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 23–26, 2019
Paper Number: SPE-195247-MS
... in x . Finally, the objective vector f ( x ) is composed of two objective functions, as shown in Eq. 2 : (2) f ( x ) = { f 1 ( x ) , f 2 ( x ) } = { 1 R F , Q p r o p a n e } where RF is the volume of cumulative oil production...
Proceedings Papers
Mehrdad Gharib Shirangi, Yagna Oruganti, Thomas Wilson, Edward Furlong, Eric Winter, Joel Martin, Robert Yancy
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 23–26, 2019
Paper Number: SPE-195311-MS
... of the Pareto front, which shows a set of optimal solutions, provides a visual trade-off for decision makers and enables them to select a strategy that minimizes the cost, but does not sacrifice too much of the 12-month oil production. machine learning optimization problem optimization production data...
Proceedings Papers
Peila Chen, Yidan Zhu, Anisha Deka, Chandan Kuma, Manish Kuma, Sriram Balasubramanian, Ganesh Thakur
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 23–26, 2019
Paper Number: SPE-195270-MS
..., evolved from practical field experiences, are beneficial for revitalizing mature water floods, and more importantly the design and implementation of suitable EOR pilots. Upstream Oil & Gas oil production production rate injection Oil Recovery water flood performance reservoir pressure oil...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 23–26, 2019
Paper Number: SPE-195332-MS
... cut in reservoirs with bottom water drive and strong water coning tendencies. The wells were dual-completed with 7-inch production casing and 2-3/8 inch tubings and perforated above the oil-water contact (OWC) for oil production and below OWC for water drainage. The two completions were hydraulically...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 23–26, 2019
Paper Number: SPE-195360-MS
... and their impacts on reservoir permeability and oil production. In this study, the mechanisms of coke formation during this process were investigated based on experimental results, and the effects of LTO reactions on coking and oil pyrolysis were analyzed. A mechanistic model of coke formation in the presence...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 22–26, 2018
Paper Number: SPE-190021-MS
...Williston Basin Rock Quality Fig. 4 shows cumulative oil production from all of the Williston basin and identifies the sweet spots (in red) where the bulk of the oil production in the Williston basin happens. The state of North Dakota currently produces approximately 1 million BOPD...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 22–26, 2018
Paper Number: SPE-190016-MS
... Abstract One of the challenges in heavy and extra heavy oil production is to improve the recovery and reduce the water cut. A major part of the world's oil reserves is found in heavy and extra heavy oil reservoirs. One of the problems in heavy oil field with water drive or Steam Assisted...
Proceedings Papers
An Assessment of Model-Based Multiobjective Optimization for Efficient Management of Subsurface Flow
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Western Regional Meeting, April 22–26, 2018
Paper Number: SPE-190063-MS
...Problem statement Besides oil recovery, many other metrics can also be used to measure the value and success of a waterflooding project. For example, water production is one of the major economic and environmental problems associated with oil production, in which produced water usually...
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