MULTI-AGENT DRILLING DECISION SYSTEM AND METHOD

MULTI-AGENT DRILLING DECISION SYSTEM AND METHOD

A method for drilling a well includes generating a plurality of proposed drilling actions using a plurality of working agents based on a working environment, simulating drilling responses to the proposed drilling actions using a plurality of validation agents in a validation environment that initial...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Chen, Wei, Meehan, Richard John, Vesselinov, Velizar, Jeong, Cheolkyun, Chau, Minh Trang, Yu, Yingwei, Shen, Yuelin
Format: Patent
Sprache:eng
Schlagworte:
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
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Beschreibung
Zusammenfassung:A method for drilling a well includes generating a plurality of proposed drilling actions using a plurality of working agents based on a working environment, simulating drilling responses to the proposed drilling actions using a plurality of validation agents in a validation environment that initially represents the working environment, determining rewards for the proposed drilling actions based on the simulating, using the validation agents, selecting one of the proposed drilling actions, and causing a drilling rig to execute the selected one of the proposed actions.