《Table 8 The number of forward simulations for the ensemble-based methods and the proposed method in
本系列图表出处文件名:随高清版一同展现
《Iterative static modeling of channelized reservoirs using history-matched facies probability data and rejection of training image》
In addition to the reliability of static and dynamic data integration,the proposed method can reduce the number of dynamic simulations drastically compared to the ensemblebased methods(Table 8).The ES requires simulated WOPR for each initial model to compare with the true WOPR during history matching.After that,dynamic simulation for each updated model is needed to predict future productions.Therefore,the number of forward simulations from the ES is 400 in total.The EnKF demands many more forward simulations for history matching because it assimilates model parameters every dynamic data acquisition time.In this case,the EnKF requires 9000 ECLIPSE runs for history matching,which is the product of totalmodels(200)and the number of dynamic data acquisitions(45).
图表编号 | XD0042158600 严禁用于非法目的 |
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绘制时间 | 2019.02.01 |
作者 | Kyungbook Lee、Sungil Kim、Jonggeun Choe、Baehyun Min、Hyun Suk Lee |
绘制单位 | Petroleum and Marine Research Division, Korea Institute of Geoscience and Mineral Resources、Department of Climate and Energy Systems Engineering,Division of Sustainable Systems Engineering, Ewha Womans University、Department of Energy Systems Engineering, |
更多格式 | 高清、无水印(增值服务) |
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