[HTML][HTML] 利用卡尔曼滤波和人工神经网络相结合的油藏井间连通性研究

刘巍, 刘威, 谷建伟, 姬长方, 隋顾磊 - 油气地质与采收率, 2020 - yqdzycsl.cnjournals.com
摘要油藏连通性的认识对于制定合理的开发调整方案和提高水驱油藏采收率具有重要意义.
基于注采井的生产动态数据, 建立一种卡尔曼滤波和人工神经网络相结合的分析方法 …

A capacitance model to infer interwell connectivity from production-and injection-rate fluctuations

AA Yousef, P Gentil, JL Jensen, LW Lake - SPE Reservoir Evaluation …, 2006 - onepetro.org
This paper presents a new procedure to quantify communication between vertical wells in a
reservoir on the basis of fluctuations in production and injection rates. The proposed …

The use of capacitance-resistive models for rapid estimation of waterflood performance and optimization

M Sayarpour, E Zuluaga, CS Kabir… - SPE Annual Technical …, 2007 - onepetro.org
The capacitance-resistive model (CRM) offers the promise of rapid evaluation of waterflood
performance. This semianalytical modeling approach is a generalized nonlinear multivariate …

[图书][B] Development and application of capacitance-resistive models to water/carbon dioxide floods

M Sayarpour - 2008 - search.proquest.com
Quick evaluation of reservoir performance is a main concern in decision making. Time-
consuming input data preparation and computing, along with data uncertainty tend to inhibit …

A physics-based data-driven numerical model for reservoir history matching and prediction with a field application

H Zhao, Z Kang, X Zhang, H Sun, L Cao, AC Reynolds - SPE Journal, 2016 - onepetro.org
We derive and implement an interwell-numerical-simulation model (INSIM), which can be
used as a calculation tool to approximate the performance of a reservoir under …

Improvements in capacitance-resistive modeling and optimization of large scale reservoirs

D Weber, TF Edgar, LW Lake, L Lasdon… - SPE western regional …, 2009 - onepetro.org
Oil production strategies traditionally attempt to combine and balance complex geophysical,
petrophysical, thermodynamic and economic factors to determine an optimal method to …

INSIM: A data-driven model for history matching and prediction for waterflooding monitoring and management with a field application

H Zhao, Z Kang, X Zhang, H Sun, L Cao… - SPE Reservoir …, 2015 - onepetro.org
We derive and implement an interwell numerical simulation model (INSIM) which can be
used as a calculation tool to approximate the performance of a reservoir under …

Research on interwell connectivity of oil reservoirs based on Kalman filter and artificial neural network

刘巍, 刘威, 谷建伟, 姬长方… - Petroleum Geology and …, 2020 - yqdzycsl.cnjournals.com
油藏连通性的认识对于制定合理的开发调整方案和提高水驱油藏采收率具有重要意义.
基于注采井的生产动态数据, 建立一种卡尔曼滤波和人工神经网络相结合的分析方法 …

Waterflood direction and front characterization with four-step work flow: a case study in changqing oil field China

Y He, S Cheng, L Li, G Mu, T Zhang, H Xu… - … Reservoir Evaluation & …, 2017 - onepetro.org
Because of the effect of reservoir heterogeneity and fractures in low-permeability reservoirs,
effective characterization of waterflood direction and front has become a challenging issue …

A new and fast waterflooding optimization workflow based on INSIM-derived injection efficiency with a field application

H Zhao, L Xu, Z Guo, W Liu, Q Zhang, X Ning… - Journal of Petroleum …, 2019 - Elsevier
Traditionally, production optimization is performed based on repeatedly running a full-scale
reservoir simulation model, which is quite time-consuming. Recently, we developed a …