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Keywords: oil production
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Proceedings Papers

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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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