FIELD EMISSIONS SYSTEM

A method can include receiving input for a field site in a field that emits methane and that includes a plurality of field sites, where a minority class of the field sites emit a majority of the methane; using a trained machine learning model and the input for the field site, making a determination...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser:	MUSTAPHA, Hussein, MAAROUF, Alaa, RAMATULLAYEV, Samat
Format:	Patent
Sprache:	eng ; fre
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES EARTH DRILLING EARTH DRILLING, e.g. DEEP DRILLING FIXED CONSTRUCTIONS MINING OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR ASLURRY OF MINERALS FROM WELLS PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:	A method can include receiving input for a field site in a field that emits methane and that includes a plurality of field sites, where a minority class of the field sites emit a majority of the methane; using a trained machine learning model and the input for the field site, making a determination as to whether the field site fits the minority class; and optimizing hydrocarbon production and methane emissions for a field development plan based on the determination. Un procédé peut consister à recevoir une entrée pour un site de champ dans un champ qui émet du méthane et qui comprend une pluralité de sites de champ, une classe minoritaire des sites de champ émettant la majorité du méthane; à utiliser un modèle d'apprentissage automatique formé et l'entrée pour le site de champ, à déterminer si le site de champ correspond à la classe minoritaire; et à optimiser la production d'hydrocarbures et les émissions de méthane pour un plan de développement de champ sur la base de la détermination.