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Keywords: benchmark
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Proceedings Papers
Unsupervised Multitask Learning for Oil and Gas Language Models with Limited Resources
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216402-MS
... diversified data set of ~33,000 training examples in energy and oil and gas domains to train and benchmark our version of GPT-2. Collection and Preprocessing of Data Sets We collected data sets from different sources and in different formats. Data collected are often not very clean and contains noise...
Proceedings Papers
PDO Waterflood Gap to Potential Focus Area and Key deliverables from Central Waterflood Team
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216310-MS
... plan models, external benchmark). In PDO Many fields were having low throughputs leading to slow recoveries from Waterflood, and injection decrease as BSW increases. Also, effective sweep optimization was not stablished in both how to achieve it and how to demonstrate the benefits. Finally integrated...
Proceedings Papers
Unlocking Ensemble History Matching Potential with Parallelism and Careful Data Management
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207606-MS
... present the results of a comparative study between a newly developed EHM tool that aims at leveraging the GPU parallelism, and a commercial third-party EHM software as a benchmark. Both are tested on a real case. The reservoir chosen for the comparison has a production history of 3 years with 15 wells...
Proceedings Papers
Blended Acquisition with Temporally Signatured/Modulated and Spatially Dispersed Source Array: The First Pilot Survey Onshore Abu Dhabi
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-202956-MS
... deblended-data-reconstruction result benchmark shot point acquisition productivity upstream oil & gas acquisition time deblended data full frequency band s-dsa survey Introduction Blended acquisition has been developed in order to alleviate conventional constraints both in the space...
Proceedings Papers
Alert Today, Alive Tomorrow! Embedding Process Safety Across Organization
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 13–16, 2017
Paper Number: SPE-188903-MS
... should enhance awareness of his team & himself towards Process Safety and to initiate a drive towards developing Process Safety Culture within organizations whereby mitigation & elimination of potential hazards is embedded in the attitude of every individual. process safety benchmark adga...
Proceedings Papers
Invisible Lost Time Reduction and Drilling Risk Management Optimization in United Arab Emirates Onshore Field
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 13–16, 2017
Paper Number: SPE-188640-MS
.... The observations are consolidated on a comprehensive drilling road map by well section that are used to outline prevention and mitigation measures, expected rate of penetration (ROP) and recommended drilling parameters. The study also allowed for identifying performance benchmarks such as average and on bottom ROP...