EMULATION OF RESERVOIR CONNECTIVITY MAPPING TO ESTIMATE WELL PRODUCTION PROFILES
卷宗概要
发明人
Hisham Salem; James Martin; John Mbibi
IPC 分类
CPC 分类
Systems, devices, and methods for prediction of well production profiles in hydrocarbon reservoirs. Spatial domain data and temporal domain data are received, from one or more probes. The spatial domain data characterizes rock properties within a subterranean volume including a hydrocarbon reservoir and the temporal domain data characterizes temporal variations of well productions. The spatial domain data is formatted as shell-formatted data including a shell format of concentric shells processable by prediction models. The shell-formatted data is provided as input for the prediction models to generate a plurality of well production profiles and hydrocarbon reservoir depletion profiles. The prediction models are trained using the temporal domain data. The hydrocarbon production from the hydrocarbon reservoir is managed based on the production profiles and the hydrocarbon reservoir depletion profiles.
原文（中文）
Systems, devices, and methods for prediction of well production profiles in hydrocarbon reservoirs. Spatial domain data and temporal domain data are received, from one or more probes. The spatial domain data characterizes rock properties within a subterranean volume including a hydrocarbon reservoir and the temporal domain data characterizes temporal variations of well productions. The spatial domain data is formatted as shell-formatted data including a shell format of concentric shells processable by prediction models. The shell-formatted data is provided as input for the prediction models to generate a plurality of well production profiles and hydrocarbon reservoir depletion profiles. The prediction models are trained using the temporal domain data. The hydrocarbon production from the hydrocarbon reservoir is managed based on the production profiles and the hydrocarbon reservoir depletion profiles.