Regression Committee Machine and Petrophysical Model Jointly Driven Parameters Prediction From Wireline Logs in Tight Sandstone Reservoirs

Yang Bai,Maojin Tan,Yujiang Shi,Haitao Zhang,Gaoren Li

IEEE Transactions on Geoscience and Remote Sensing（2022）

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摘要

Tight sandstone reservoirs are characterized by low porosity, extra-low permeability, and diverse mineral compositions for which previously established log interpretation methods are not suitable. Therefore, it is necessary to explore new log interpretation methods. The committee machine is a recently developed composite expert network. The regression committee machine (RCM) is constructed by comb...

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关键词

Reservoirs,Training,Predictive models,Permeability,Mathematical model,Data models,Acoustics

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