Development of Deep Transformer-Based Models for Long-Term Prediction of Transient Production of Oil Wells

Ildar Abdrakhmanov, Evgenii Kanin, Sergei Boronin +2

We propose a novel approach to data-driven modeling of a transient production of oil wells. We apply the transformer-based neural networks trained on the multivariate time series c…