An Integrated Artificial Intelligence Framework for Upstream Oil and Gas Operations: Reservoir Characterization, Production Optimization, and Predictive Maintenance
Nnaemeka Kingsley Ugwumba
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Abstract
This research presents a comprehensive artificial intelligence framework designed to transform upstream oil and gas operations through the integration of machine learning across reservoir characterization, production optimization, and predictive maintenance applications. The study develops and validates hybrid models combining artificial neural networks, support vector machines, long sho
原文链接：https://sciety.org/articles/activity/10.21203/rs.3.rs-9106540/v1