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Keywords: realization
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Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211409-MS
... scenarios proved to be key to reach all of these objectives. fluid dynamics ensemble risk management machine learning realization permeability upstream oil & gas flow in porous media artificial intelligence workflow facies reservoir simulation modeling & simulation reservoir...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211361-MS
... for optimizing and evaluating ensemble-based infill well locations. An opportunity index (OI) is derived from static and dynamic grid properties of reservoir simulation and a connected component search for every realization. Probability maps of OI are constructed to present the likelihood of high-OI areas from...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211061-MS
... upstream oil & gas neural network realization prediction mismatch reservoir simulator history matching artificial intelligence workflow deep-learning-based surrogate reservoir model autoencoder result optimizer ml engine physics-based reservoir simulator iteration optimization...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-210958-MS
... engineer customer project management hydrogen project implementation criteria financing strategic planning and management realization presentation functionality transparency coordination partnership society spe-210958-ms engineering evaluation specialist Partnerships in hydrogen...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211607-MS
... and efficient way of analyzing static model realization results in a more visual, interactive and efficient manner allowing a multidisciplinary team to absorb information and key ideas quickly. The proposed methodology starts with a set of properties from a given static grid realization. The data are prepared...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211621-MS
... real-life application. The process is applicable on single or multi-realization models (considering uncertainties). Thanks to the intuitive nature of WISH design rules, human easily keep control of overall optimization during the exploration loops. Performing patterns are identified in looping...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207738-MS
... eod fluid dynamics water saturation workflow algorithm realization different reservoir input data ensemble artificial intelligence upstream oil & gas modeling approach production history complexity history matching history matched ensemble permeability petroleum engineer initial...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207583-MS
... of the predicted high-resolution elastic attributes in the depth static model. Rock physics modeling and Bayesian classification were used to convert the elastic properties into porosity and lithology (static rock-type (SRT)), which were validated in blind wells and used to rank the multiple realizations...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207294-MS
... midstream oil & gas blowdown workflow ensemble indicator upstream oil & gas key performance indicator modeling uncertainty development team realization forecast Modeling Uncertainty in Field Development Scenarios In field development planning, many decisions should be made...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207215-MS
... definition of the mismatch between the initial ensemble simulation results and the historical data used by ensemble algorithms. In fact, a notion of distance among ensemble realizations can be introduced using the mismatch, opening the possibility to use statistical analytic techniques like Multi-Dimensional...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207606-MS
... workflow realization th iteration hm target scalar parameter initial ensemble Introduction Ensemble History Matching (EHM) methodologies are founded on the idea that a full set of model realizations should be used (instead of a single model) to quantify and propagate the model uncertainty...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208106-MS
... production data realization identification optimizer Introduction The oil and gas business, like the rest of the globe, is evolving. Companies must adapt and be ready to withstand the test of time like never before - by being productive, agile, and ahead of the curve. Operationalizing model-based...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207899-MS
... to multiple hotspot regions under technical and economic constraints. A structured workflow design is applied to a multi-layered/stacked reservoir model. Subsurface uncertainties are described and captured by multiple model realizations, which are constrained in areas of historical wells. An infill well...

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