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... cases and the road map ahead. machine learning data mining asset and portfolio management drillstem/well testing information Artificial Intelligence Upstream Oil & Gas iaom digital platform well performance field development optimization and planning platform integrated asset...

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... structure, by the means of high speed, digital data technologies over considerable slower human factors. In this paper, we will demonstrate all the tools and framework that have been utilized to achieve this goal. data mining knowledge management drilling process real time system Upstream Oil...

... production data, and daily collaboration of stakeholders, approval workflows, comprehensive reporting and auditable accounting. knowledge management Drillstem Testing data mining unconventional resource economics Engineering drillstem/well testing Energy Economics Upstream Oil & Gas...

... machine learning Upstream Oil & Gas on-site operation data mining platform operation Artificial Intelligence damage prediction method Hadoop decision tree PCA algorithm gbdt dataset gradient big data prediction Decision Support society of petroleum engineers principal component...

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... measurements. Wells were sampled in order to carry out the risk assessment for corrosion and scaling tendency. The impact of the study on developing more effective well integrity and well intervention programs are also presented.to maintain the continuity of operations. production control data mining...

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...-making. In this study we used data mining process to explore our database and evaluate the performance of wells in a study area of Ghawar field. The performance of more than 450 wells was then related to the super-k existence from flowmeter data. The existence of super-k layer was believed to cause...

... are optional for shaly sandstones and complex carbonate lithologies. lithology calculation shale fraction spe 13736 porosity diskette subprogram borehole correction petroleum perform borehole correction water saturation data mining saturation printer computer computation permeability...