... of the production process and accurately model temporal dependencies in the data. The proposed model addresses these limitations by integrating an attention mechanism into a Bi-GRU framework. The attention mechanism assigns relative importance to each time step in the input sequence, focusing on the most...

... performances. Subsequently, a lab-scale system prototype is designed and built to validate the soundness of the technique. production logging production control polarization application reservoir surveillance bandwidth microcrack detection production monitoring sequence international petroleum...

... Detection and Ranging survey from San Salvador Island, Bahamas. To solve for a policy that recommends drilling actions, the Fast Informed Bound algorithm is explored. The proposed sequential approach for well placement is shown to recommend a sequence of actions that avoids drilling into caves...

... hydraulic fracturing production control packer reservoir surveillance geological subdiscipline technology drillstem/well testing complex reservoir reservoir characterization deformation production monitoring well xy17p22 sequence petroleum drilling technique smart laying exploiting technology...

... these approaches. It does so by employing transfer learning techniques and the inclusion of physics-based features. Using historical offset well data, this paper presents trained and tested machine learning models capable of predicting the stick-slip severity index (SSI) using sequences of surface measurements...

... heterogeneities in a complex carbonate reservoir without in-well intervention. The distributed temperature array system was deployed to acquire temperature profile data during the entire sequence of drill-stem testing operations, from run in hole through perforation, stimulation, flow, and fluids re-injection...

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... hydrocarbon reservoir geomechanics interpretation saturation petrophysicist log analysis information resistivity sequence clastic rock sandstone reservoir characterization porosity permeability international petroleum technology conference innovative data processing selection nmr objective...

... the Oligocene Syn-rift sequence in the West Arthit area. Therefore, this study aims to overcome the challenge of limited well information by performing the Forward Stratigraphic Modeling (FSM) to determine basin evolution, depositional setting, and reservoir distribution in this area. The FSM model...

... in the structurally higher location. The causes for the failure were attributed to reservoir absence and trap incompetency. An attempt was made to understand the causes of facies variations and their limits through an integrated sequence stratigraphic approach. This model was further concretized through post-stack...

... for the sequence stratihgraphic framework correlation to be established throughout the basin. Understanding the growth fault development in terms of age-based within the region is critical for better accuracy in reservoir correlation, reservoir distribution and structural trap analyses. 3D seismic mega-merge...

... measurement and control upstream oil & gas multiphase flow flowmeter production control sequence spectrum pipeline magnetic resonance flow metering multiphase flowmeter accuracy holdup amplitude radioactive limitation scenario reservoir surveillance detection limitation scenario sensor...

... sequence is to be planned ahead. Rigs next wells sequence follow closest well first approach, the closest the well = the less rig move distance = overall rig move time reduced. This approach will also have a positive impact on Safety as risk of having incidents are greatly reduced. Rig Move – Risk...

... characterization anomaly wbsb fracture characterization ebsb basin petroleum geology black sea sequence special publication sediment turkey evolution international petroleum technology conference simmons history carbonate london RESULTS, OBSERVATIONS, CONCLUSIONS Introduction Abstract...

... There are three main principles that Malaysia Rig Planning team set as basis to sequence an operation: Monthly engagement between all 4 teams and relevant project planner are organized as per below: - Abstract Based on the data of drilling rigs working in Malaysia from 2014 to 2020...

... with the fishing tool to latch onto the fish and execute emergency release sequence. A battery-operated timer release device was installed in the toolstring between the linear actuator and fishing tool to enable retrieval of the linear actuator tool in the event of any contingencies. The timer was set at 48 hours...

... in a form of memory of previous patterns and information contained in the previous behavior of phenomena being modeled. This memory plays a role of informing the decision at the present time by using what happened in the past. This property suggests RNNs as a suitable choice to model sequences of reservoir...

... interpretation resistivity value water saturation Upstream Oil & Gas Archie Equation international petroleum technology conference sequence relative dip horizontal resistivity calculation hydrocarbon saturation resistivity measurement reservoir lamination saturation resistivity apparent...

... hydraulic fracturing insoluble mineral closure stress il sample conductivity Reservoir Characterization al sample rl sample Ratawi limestone fracture characterization fracture face fracture conductivity acid sequence Upstream Oil & Gas acid system experiment surface scan...

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