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Geofluids
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2021
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Article
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Tab 2
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Research Article
Time Series Analysis of Production Decline in Carbonate Reservoirs with Machine Learning
Table 2
Comparison of the average relative error of machine learning model predictions for different time series of oil wells.
Well ID
Average relative error (%)
EP-GEP
ARMA
ARIMA
RNN
A20
4.37
−12.88
42.48
324.53
A35
6.79
−15.24
38.59
375.22
A7
4.56
−11.91
31.23
289.55
A12
3.27
−11.13
29.02
247.36
A18
7.63
−22.54
45.77
346.31