... and simpler mechanism with weight-sharing Multilayer Perceptron (MLP) layers. To evaluate the architectures, we designed the Bird Ensemble (BE) test problem which resembles the structure of the WLO problem. The comparison between DL architectures reveals that the NP with a weight-sharing mechanism has...

.... The analytics conducted by the intelligent valve control system were successful in monitoring the valve, and hydraulic circuit and actuation health through key performance indicators (KPIs). Processing of full and partial stroke data coupled with physics-based models led to an evaluation of a new hydraulic...

... attention application real time application evaluation algorithm vision transformer Introduction Flaring in the oil and gas industry is employed for critical safety reasons, operational efficiency, or regulatory compliance. While flaring serves important functions such as preventing the release...

... Abstract The characterization of the rock-fluid system is a fundamental step for planning, implementation and monitoring of Carbon Capture, Utilization, and Storage (CCUS) projects. The evaluation and understanding of the of the rock-fluid interaction properties are required for the storage...

... footprint ghg emission equation of state co 2 climate change composition evaluation porosity Introduction Petroleum field development has positively contributed to meeting soaring energy demands over the decades and retains a potential to achieve decarbonization ( Ahmad and Zhang 2020...

... Abstract Understanding multi-phase flow in retrograde reservoirs is essential due to retrograde behavior of gas condensate. Maintaining reservoir pressure above dew point is essential to avoid condensation of heavier fractions for an efficient condensate recovery. Conventional evaluation...

... and stabilizes the inversion iterations. Finally, the new inversion includes the so-called geosignals from the deep TR spacing, significantly enhancing SNR and sensitivity to bed boundaries in extremely high-resistivity formations. The improved inversion scheme, utilizing the modified LWD EM tool, was evaluated...

... learning reservoir surveillance machine learning mechanism interwell connectivity injection agfm dependency evaluation interaction deviation scenario graph neural network prediction accuracy recovery international conference Introduction Accurately predicting oil production rates...

... outlier mudstone flowrate revisitation permian artificial intelligence efficiency combustion efficiency concentration sensor methane destruction removal efficiency assessment operation evaluation iea Introduction Global Methane Emissions Methane (CH 4 )emissions from O...

... and their impact on flow dynamics in multiphase flow systems were evaluated. The modelling approach allows anticipating pressure drop reduction and provides valuable insights into potential process challenges that may arise during DRA injection. Simulations results reveal promising opportunities for substantial...

... body for the development of gas cap resources in response to gas demand. From the lenses of host government, several key considerations or triggers should be in the primary evaluation in deciding optimum timing for partial or full blowdown as shown in Figure 1 . Where gas development may impact...

... fuzzy logic detection interpretability false positive evaluation application wellbore integrity real time system incident characteristic stuck pipe prediction conference and exhibition pipe prediction mechanism drilling conference and exhibition Introduction Stuck pipe events...

... evaluation Background and Introduction The operator is an exploration & production private company expanding through asset acquisitions and development in the core area of the Eagle Ford Basin. Based on 2023 records ( Ensign Natural Resources 2022 ), the company owned and operated 655 wells...

... based on open-source libraries on computer vision. The proposed solution has been evaluated on a large set of data and provided promising results which can help us to optimize our storage. We observed the solution is flexible enough to adapt to different scenarios and different types of reports. Having...

... reservoir artificial intelligence climate change taranaki basin upstream oil & gas structural geology natural gas storage social responsibility sustainable development new zealand government hydrogen storage estimation international journal assessment evaluation electrolysis journal...

... source and gamma-ray detectors of the sleeved-PN tool are covered with a layer of hydrogen-rich material, such as fiberglass, thereby improving the measurements’ formation sensitivity compared to ones from a regular PN tool in a gas-filled wellbore. The pressure depletion evaluation workflow includes...

... to the effects of multiple mechanisms – both particle and fluid related, that influence the fibers during flow. As a consequence, evaluating fiber LCMs in the lab in a detailed manner can be very cumbersome and tedious. To overcome this limitation, we developed a validated, Computational Fluid Dynamics coupled...

... the IFTs between brine and crude oil at simulated reservoir conditions. With low concentration of the JC-NPs in nanofluid formula, EOR performance tests have been performed to evaluate the efficiency of the nanofluids for oil replacement in carbonate reservoir with a microfluidic device, and the results...

... 2.4 0.3 0 0 112.4 Descriptive analytics in terms of data visualization is performed to have quick view on the features. Various type of visualizations is generated to help on giving insights to expert and on answering the question "what happened?" in the past to the evaluated asset. One...

... capacities. Two major broad techniques of acquiring well log data to achieve formation evaluation objectives are through wireline (WL) normally acquired a few days after the well has been drilled, and logging while drilling (LWD) techniques which involve acquiring log data only a few minutes to a few hours...