METHODS AND SYSTEMS FOR FIELD DEVELOPMENT DECISION OPTIMIZATION

An example apparatus for optimizing output of resources from a predefined field can comprise an Artificial Intelligence (AI)-assisted reservoir simulation framework configured to produce a performance profile associated with resources output from the field. The apparatus can further comprise an opti...

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Bibliographische Detailangaben
Hauptverfasser:	Kovalski, Michael H, Liu, Kuang-Hung, Cheon, Myun-Seok, Wu, Xiaohui
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONTROL OR REGULATING SYSTEMS IN GENERAL CONTROLLING COUNTING FUNCTIONAL ELEMENTS OF SUCH SYSTEMS MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS PHYSICS REGULATING
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Beschreibung
Zusammenfassung:	An example apparatus for optimizing output of resources from a predefined field can comprise an Artificial Intelligence (AI)-assisted reservoir simulation framework configured to produce a performance profile associated with resources output from the field. The apparatus can further comprise an optimization framework configured for determining one or more financial constraints associated with the field, the optimization framework providing the one or more financial constraints to the AI-assisted reservoir simulation framework, and a deep learning framework configured for training a neural network for use by the optimization framework. The AI-assisted reservoir simulation framework determines, as an output, a plurality of actions for optimizing output of resources from the field.