Reservoir Production Prediction Based on Improved Graph Attention Network

The fractured-vuggy carbonate reservoir comprises various types of storage and seepage spaces, and is composed of multi-scale dissolution pores and fractures. The frequent changes to working systems make the characteristics of water breakthrough complex, and the production data nonlinear and non-sta...

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Veröffentlicht in:	IEEE access 2024, Vol.12, p.50044-50056
Hauptverfasser:	Li, Jinping, Liu, Wei, Yu, Miao, Xu, Weili
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation models Feature extraction Forecasting Fractured-vuggy reservoir Fractures gating mechanism graph attention network Graph theory Logic gates Mathematical models Modular design Modules Prediction models Production Production methods production prediction Reservoirs Seepage self-attention mechanism Spatiotemporal phenomena Water resources
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