Production prediction at ultra-high water cut stage via Recurrent Neural Network

WANG Hongliang,MU Longxin,SHI Fugeng,DOU Hongen

Table 1 Parameter combination of neural network.

Parameter Value Layers 1, 2 Time step 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 Neuros 5, 15, 25, 35, 45, 55, 65, 75, 85, 95, 105 Epochs 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150 Batch size 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12