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1-20 of 56
Keywords: realization
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Proceedings Papers
Salahaldeen Alqallabi, Mohamed Tarik Gacem, Faisal Al-Jenaibi, Sofiane Tahir, Saeeda Mohamed Al Ameri, Djamel Eddine Ouzzane, Mustapha Adli, Lyes Malla, Victor Omar Segura Cornejo, Ayesha Almarzooqi, Rinat Sunagatullin, Sri Rejeki Hidayati, Deepak Kumar Voleti, Fatima Al Messabi, Hiroki Montani, Toshiaki Shibasaki, Kengo Tani, Farzeen Mohamed, Rubakumar Sankararaj, Sylvain Ducroux, Konrad Wojnar, Laurent Gourc
Publisher: Society of Petroleum Engineers (SPE)
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
Shi Su, Sofiane Tahir, Kassem Ghorayeb, Samat Ramatullayev, Xavier Garcia-Teijeiro, Assef Mohamad Hussein, Chakib Kada Kloucha, Hussein Mustapha
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211367-MS
... of high remaining mobile hydrocarbons and good reservoir rock quality to be targeted. The identification of hotspots was also largely performed on single-model realizations and, therefore, not robust considering the reservoir characterization uncertainties. Increasing efforts were put into incorporating...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
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
Alaa Maarouf, Sofiane Tahir, Shi Su, Samat Ramatullayev, Coriolan Rat, Chakib Kada Kloucha, Hussein Mustapha
Publisher: Society of Petroleum Engineers (SPE)
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
Publisher: Society of Petroleum Engineers (SPE)
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
Publisher: Society of Petroleum Engineers (SPE)
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
Mohamed Hassan El Dabbour, Amr Labib, Ali Soliman, Ayman Fadel Said, Hany Shalaby, Khaled Mohamed Mansour, Mohamed Nagy Negm, Oliver C Mullins, Mohamed Ahmed Elfeel, Hassan Elsayed Diaa, Mahmoud Ali Shihab, Abdelrahman Agam, Farah Adel Seifeldin, Mohamed Hashem Mostafa
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211632-MS
... representative model. This helps de-risk drilling the new wells in the new anticline. This workflow took less than 1 month to generate more than 3000 realizations instead of just a single realization using the traditional approach. The workflow can be summarized in the following processes: Abstract...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
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
Husain Ali Al Lawati, Salim Musalam Al Hashmi, Nabil Al Harthy, Ahmed Fadhl Mustafa Ahmed, Kathryn Joanna Clark Fletcher, Galvin Singh Shergill, Salman Zahid, Ammar Ahmad, Omair Hameed, Shawwal Shahid, Mundhir Al Bahrani, Zainab Al Kindi
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211209-MS
... fluids. Identification and quantification of subsurface uncertainties were performed. These uncertainties were included in the geomodel for each scenario, which generated an ensemble of realizations and corresponding production forecasts. Two sets of economic results were produced—a simple, discounted...
Proceedings Papers
Abdul Saboor Khan, Salahaldeen Alqallabi, Anish Phade, Arne Skorstad, Faisal Al-Jenaibi, Mohamed Tarik Gacem, Mustapha Adli, Sheharyar Mansur, Lyes Malla
Publisher: Society of Petroleum Engineers (SPE)
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
Chaitanya Behera, Majda Balushi, Badar Al Said, Jeppe Gavholt, Loic Bazzalgette, Sakharin Suwannathatsa, Mohammed Riyami, Pedro Almeida, Binayak Agarwal, Antoon Van Heel, Ibrahim Al-Ismaili
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207536-MS
... primary production upstream oil & gas gravity drainage fracture complex reservoir presented matrix block reservoir realization matrix permeability enhanced recovery recovery process prediction sensitivity analysis fractured reservoir fracture model permeability oil recovery...
Proceedings Papers
S Al Naqbi, J Ahmed, J Vargas Rios, Y Utami, A Elila, A Salahuddin, Khushboo Havelia, Raghad ElSayed, Mohamed Afia, Anubrati Mukherjee, Anna Glushchenko
Publisher: Society of Petroleum Engineers (SPE)
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
Publisher: Society of Petroleum Engineers (SPE)
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
Publisher: Society of Petroleum Engineers (SPE)
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
Publisher: Society of Petroleum Engineers (SPE)
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
Samat Ramatullayev, Shi Su, Coriolan Rat, Alaa Maarouf, Monica Mihai, Hussein Mustapha, Yanfidra Djanuar, Qingfeng Huang, Lamia Rouis
Publisher: Society of Petroleum Engineers (SPE)
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
Publisher: Society of Petroleum Engineers (SPE)
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...
Proceedings Papers
Salah Alqallabi, Mohammed Abdulla, Esra Bahussain, Faisal Al-Jenaibi, Humberto Parra, Hesham Shebl, Basit Altaf, Hani Nehaid, Amr Fathy, Khawla Al Mentheri
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-203429-MS
... parameter rock type reservoir characterization upstream oil & gas structural uncertainty workflow interpretation realization reservoir reference case top reservoir historical pressure data Introduction Main objectives for any Exploration and Production company is to estimate...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-202649-MS
... on individual basis and ultimately combine them into a realization that meets all these criteria and direct observations from available data. The workflow here presented establish a sequence of steps to fulfil all these requirements in a simple way. Progression of the data integration carries consistency across...
Proceedings Papers
Ralf Schulze-Riegert, Philipp Lang, Wanida Pongtepupathum, Christopher Drew, Andrew Round, Kevin Shaw, Tobi Adeyemi, Sabahattin Topdemir, Stephen Pattie, Hamid Nasiri, Thor Martin Hegre
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-202660-MS
... deep learning neural network upstream oil & gas optimization artificial intelligence history matching opportunity index producer realization ensemble scenario probability society of petroleum engineers hotspot well location optimization probability map well location design machine...
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