Research Article

History Matching of a Channelized Reservoir Using a Serial Denoising Autoencoder Integrated with ES-MDA

Table 3

Experimental settings for reservoir simulation.

ParameterValue

Observed well dataGas rate and BHP
Maximum well gas production rate (Mscf/day)15,000
Minimum well BHP (psia)1,000
Total simulation period (days)7,000
History matching period (days)3,500
Prediction period (days)3,500
Coordinates of well locations in sand facies (dimensionless)(14, 14), (62, 14), (30, 30), (46, 30), (14, 46), (62, 46), (30, 62), (46, 62)
Coordinates of well locations in shale facies (dimensionless)(30, 14), (46, 14), (14, 30), (62, 30), (30, 46), (46, 46), (14, 62), (62, 62)