METHOD AND MACHINE-READABLE MEDIUM FOR DATA-CENTRIC DRILLING HAZARD PREDICTION

METHOD AND MACHINE-READABLE MEDIUM FOR DATA-CENTRIC DRILLING HAZARD PREDICTION

A method includes inputting a dataset including data about a wellbore, a geographical area, a hydrocarbon formation, or any combination thereof, to one or more artificial intelligence models, generating a prediction, via the one or more artificial intelligence models, of a probability of a hazard ev...

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Bibliographische Detailangaben
Hauptverfasser: SAIHATI, Ahmed I, ALAAS, Yusef H, AL-DOSSARY, Mohammed Jaber, ALTOUKHI, Albara H
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A method includes inputting a dataset including data about a wellbore, a geographical area, a hydrocarbon formation, or any combination thereof, to one or more artificial intelligence models, generating a prediction, via the one or more artificial intelligence models, of a probability of a hazard event for the wellbore, an impending hazard event during active drilling of the wellbore, an optimal location for the wellbore in the geographical area, or any combination thereof, and performing or modifying drilling operations in response to the prediction generated by the one or more artificial intelligence models.