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    • 4. 发明申请
    • METHODS FOR THE IDENTIFICATION OF BUBBLE POINT PRESSURE
    • 用于识别泡点压力的方法
    • WO2009102526A2
    • 2009-08-20
    • PCT/US2009/031078
    • 2009-01-15
    • BAKER HUGHES INCORPORATEDLI, Baoyan
    • LI, Baoyan
    • E21B49/08G01N7/00E21B47/12
    • G01N33/24
    • A method includes acquiring formation fluid sample information including pressure, volume, and temperature. Monotonic formation fluid information is extracted from the formation fluid sample information and a pressure, volume, temperature information set is constructed. A curvature sequence is estimated using a first partial derivative and a second partial derivative of pressure with respect to volume. A first maxima is estimated from the curvature sequence, and the formation fluid property is estimated using the estimated first maxima. A method may include a volume acceleration sequence estimated using a first partial derivative and a second partial derivative of the volume with respect to pressure. A first maxima is estimated from the volume acceleration sequence, and the formation fluid property is estimated at least in part by using the estimated first maxima. A method may include establishing a first linear regression model and predicting a confidence interval.
    • 一种方法包括获取包括压力,体积和温度的地层流体样本信息。 从地层流体样本信息中提取单调地层流体信息,并构建压力,体积,温度信息集。 使用相对于体积的压力的第一偏导数和第二偏导数来估计曲率序列。 根据曲率序列估计第一极大值,并且使用估计的第一极大值估计地层流体属性。 一种方法可以包括使用体积相对于压力的第一偏导数和第二偏导数估计的体积加速度序列。 根据体积加速度序列估计第一极大值,并且至少部分地通过使用估计的第一极大值来估计地层流体属性。 一种方法可以包括建立第一线性回归模型和预测置信区间。