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Keywords: correlation
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Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207657-MS
... detection correlation algorithm maintenance engineer The tool, that it is a software based on a data driven algorithm, is able to detect that a group of sensors is drifting from the reference conditions, changing its operational state in a number of sensors all together. Identify this operational...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207979-MS
... errors because its parameters are only tuned to compositions with components up to C 10 . This is to our knowledge the first time that the GERG-2008 EOS has been compared to standard Z-factor correlations for such a large number of data points. If compositional information is available, we recommend...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208210-MS
...&C and SCADA systems. upstream oil & gas correlation scada system measurement and control efficiency supervisory control effective deployment supplier configuration diagram integrated factory acceptance test standardization instrumentation petroleum engineer cable connection...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207865-MS
..., analytical, and statistical technics are used to predict the MMP. Nevertheless, experimental technics are costly and tedious, while correlations are used for specific reservoir conditions. Based on that, the purpose of this paper is to build machine learning models aiming to predict the MMP efficiently...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208032-MS
... μ Abstract Abstract This paper proposes a new method called typical points-based well log correlation and picking up technology and provides several related application examples based on this method. The new method firstly determines representative extreme points, typical...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207984-MS
... machine learning wax inhibition neural network remediation of hydrates calculation enthalpy upstream oil & gas liquid phase correlation asphaltene inhibition equilibrium solid phase paraffin remediation artificial intelligence production chemistry scale inhibition solid solution...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207999-MS
... gradient petroleum engineer pvt measurement correlation gas deviation factor software molecular weight upstream oil & gas composition ir 4 experimental analysis pseudocritical property Introduction In this section of the paper, a brief background is presented highlighting the main...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208005-MS
... universality in application or do not consider important carbonate geometrical features. Accordingly, this work presents a novel correlation to determine permeability of tight carbonates as a function of carbonate pore geometry utilizing a combination of machine learning and optimization algorithms. Primarily...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207428-MS
... drilling operation upper cretaceous reservoir correlation lebada field lithofacies Romanian Histria Block Overview The Histria Block ( Figure 1 ) is part of the western Black Sea area, which extends over the entire Bulgarian and Romanian offshore sectors, the western part of the Odessa Gulf...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207433-MS
.... Testing from this study combined with previous measurements ( Noufal et al. 2020 , SPE-202866-MS) provides a unique correlation with porosity and bulk compressibility. In addition, rock-fluid compatibility was evaluated with proppant embedment/fracture conductivity tests. Results are dependent on a given...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207786-MS
... formation complex reservoir correlation sedimentology diagenetic overprint alsharhan intercrystalline contact lithofacies association reservoir quality characteristic micritic fabric reservoir property sharjah structural geology variation porosity united arab microfacies diagenesis...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208162-MS
... Intelligence to correlate the TSR with the most common production input parameters. production monitoring sand control machine learning reservoir surveillance flow metering production logging tsr background noise level upstream oil & gas correlation production control artificial...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208201-MS
... include the density and sonic logs. Moreover, rock mineralogical content (carbonate, quartz, clay) has been incorporated for model development which is strongly correlated to the PEF. At the next stage of this study, architecture of artificial neural networks (ANN) was developed and optimized to predict...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208204-MS
... ability to handle high injection pressures was taken. A cross-correlation of corrosion across the wells in the field X was also performed to identify localized external corrosion due to water bearing formations. The results of the comparison of electromagnetic logs with that of manual ultrasonic surface...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207251-MS
... correlations developed between dynamic and static Young's Modulus, Biot's coefficient, Friction Angle and Unconfined Compressive Strength by incorporating the results of rock mechanics testing, leading to create a dynamic YME-driven correlation. Good correlations were also obtained between Effective Porosity...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207341-MS
... artificial intelligence upstream oil & gas machine learning optimization problem correlation presented allocation reservoir pressure sciencedirect gas lift optimization artificial lift system gas injection simulation optimization application chromosome genetic algorithm oil production...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208127-MS
... incremental recovery correlation water injector gas injector infill well implementation scenario prediction scenario incremental oil recovery malaysia Introduction The results of EOR screening study demonstrates an immiscible injection process using hydrocarbon gas and water could be the most...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208222-MS
... sustainability ascape co 2 social responsibility compressibility volumetric method assumption screening quantity sustainable development upstream oil & gas correlation gas pool formation pressure estimation injection water production subsurface storage pressure increment resource...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207512-MS
... & simulation potential bottleneck greater burgan field kuwait oil company correlation threshold optimization problem drillstem/well testing hydraulic model reservoir pressure production system calibration network model gathering center hydraulic simulator petroleum engineer surface network...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207707-MS
... values since they have high hydrogen content (comparable to water). As far as we are aware RT log cannot be used directly for rock class interpretation but for the sake of increasing model accuracy it was used as one of the predictor features. Figure 6 The figure signifies heatmap of correlation...

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