西南石油大学学报(自然科学版) ›› 2009, Vol. 31 ›› Issue (5): 83-88.DOI: 10.3863/j.issn.1674-5086.2009.05.017

• 石油与天然气工程 • 上一篇    下一篇

油气藏相渗特征参数的非线性参数识别

李海涛1a 唐庆2 吴杰生2 谭灿1b   

  1. 1.西南石油大学:a.石油工程学院,b.建筑工程学院,四川成都610500;2.中国石油大港油田公司采油工艺研究院,天津大港300280
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2009-10-20 发布日期:2009-10-20

NONLINEAR PARAMENTR IDENTIFICATION OF RELATIVE PERMEABILITY CHARACTERISTIC PARAMETER IN OIL AND GAS RESERVIOR

LI Hai-tao1a TANG Qing2,WU Jie-sheng2,TAN Can1b   

  1. 1.Southwest Petroleum University:a.School of Petroleum Engineering,b.School of Construction Engineering,Chengdu Sichuan 610500,China;2.Research Institute of Oil Production Technology,Dagang Oilfield Company,CNPC,Dagang Tianjin 300280,China
  • Received:1900-01-01 Revised:1900-01-01 Online:2009-10-20 Published:2009-10-20

摘要: 复杂多相流体体系相渗特征曲线是认识多相流体在多孔介质中的渗流机理和进行数值模拟及油气藏开采动态预测的基础。利用非稳定法实验原理,采用室内实验获取非稳定驱替过程的压力历史和各相的生产资料,根据非线性参数识别技术,通过LMF算法和最优控制算法来实现相对渗透率特征参数变化步长的自动调节,使模拟压力拟合非稳定流实验的压力历史数据,解决了复杂多相流体渗流相渗特征参数的识别问题,由此获得的相对渗透率曲线不但快速、饱和度范围宽、曲线形态好,而且消除了常规方法假设条件带来的结果误差。非线性参数识别结果和试验结果具有较好的一致性,证明了方法的可靠性

关键词: 参数识别, 最优控制, 相对渗透率, 油气藏, 非线性

Abstract:

The determination of relative permeability curve for complex multiphase system while flowing through porous media is very important to understand the percolation mechanism,a basical and necessary information is provided for numerical modeling and prediction of production performance in oil &gas reservoirs.In this paper,the unsteady-state displacement method is employed to model the real scenarios of complex multiphase flowing in sandstones,and the pressure and flowrate data for each phase during the displacement process are used to estimate the relative permeability characteristic parameters through nonlinear system parameter identification technology.The self-adaptive step of the relative permeability characteristic parameters during iteration is based on the LMF method and optimal control theory.It is shown that the relative permeabilities obtained by parameter estimation are in good accordance with experimental results,and it provides a fast and reliable method to attain relative permeabilities with full-range of saturation and avoidance the limitations of conventional method.

Key words: parameter identification, optimal control, relative permeability, oil &, gas reservoir, nonlinear

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