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    • 3. 发明申请
    • SYSTEM AND METHOD FOR DETERMINING A MORE ACCURATE RESISTIVITY MODEL OF A GEOLOGICAL FORMATION USING TIME-LAPSE WELL LOGGING DATA
    • 使用时间差的井记录数据确定地质构造更准确的电阻率模型的系统和方法
    • US20080133139A1
    • 2008-06-05
    • US11943689
    • 2007-11-21
    • Michael Frenkel
    • Michael Frenkel
    • G01V3/20G01V3/32G01V3/18
    • G01V3/32
    • A system and a method for estimating a model of a geological formation are provided. The geological formation has a wellbore extending therethrough. The method includes obtaining a first resistivity log associated with the geological formation from a LWD sensor in the wellbore. The method further includes obtaining a second resistivity log associated with the geological formation from a WL sensor in the wellbore. The method further includes calculating a plurality of horizontal resistivity values associated with the geological formation by utilizing a first inversion technique and the first resistivity log. The method further includes obtaining a plurality of invaded zone resistivity values obtained from a micro-resistivity measurement device in the WL sensor. The method further includes calculating a plurality of invaded zone thickness values proximate the wellbore by utilizing a second inversion technique and the second resistivity log.
    • 提供了一种用于估计地质构造模型的系统和方法。 地质构造具有延伸穿过其中的井眼。 该方法包括从井眼中的LWD传感器获得与地质构造相关联的第一电阻率测井。 该方法还包括从井眼中的WL传感器获得与地质构造相关联的第二电阻率测井。 该方法还包括通过利用第一反演技术和第一电阻率测井来计算与地质构​​造相关联的多个水平电阻率值。 该方法还包括获得从WL传感器中的微电阻率测量装置获得的多个入侵区电阻率值。 该方法还包括通过利用第二反演技术和第二电阻率测井来计算靠近井筒的多个入侵区厚度值。
    • 4. 发明授权
    • System and method for determining a more accurate resistivity model of a geological formation using time-lapse well logging data
    • 使用定时测井数据确定地质构造更准确的电阻率模型的系统和方法
    • US08116979B2
    • 2012-02-14
    • US11943689
    • 2007-11-21
    • Michael Frenkel
    • Michael Frenkel
    • G01V1/50G01V1/40G01V1/52G06F3/01
    • G01V3/32
    • A system and a method for estimating a model of a geological formation are provided. The geological formation has a wellbore extending therethrough. The method includes obtaining a first resistivity log associated with the geological formation from a LWD sensor in the wellbore. The method further includes obtaining a second resistivity log associated with the geological formation from a WL sensor in the wellbore. The method further includes calculating a plurality of horizontal resistivity values associated with the geological formation by utilizing a first inversion technique and the first resistivity log. The method further includes obtaining a plurality of invaded zone resistivity values obtained from a micro-resistivity measurement device in the WL sensor. The method further includes calculating a plurality of invaded zone thickness values proximate the wellbore by utilizing a second inversion technique and the second resistivity log.
    • 提供了一种用于估计地质构造模型的系统和方法。 地质构造具有延伸穿过其中的井眼。 该方法包括从井眼中的LWD传感器获得与地质构造相关联的第一电阻率测井。 该方法还包括从井眼中的WL传感器获得与地质构造相关联的第二电阻率测井。 该方法还包括通过利用第一反演技术和第一电阻率测井来计算与地质构​​造相关联的多个水平电阻率值。 该方法还包括获得从WL传感器中的微电阻率测量装置获得的多个入侵区电阻率值。 该方法还包括通过利用第二反演技术和第二电阻率测井来计算靠近井筒的多个入侵区厚度值。
    • 5. 发明授权
    • Joint inversion processing method for resistivity and acoustic well log
data
    • 电阻率和声测井数据联合反演处理方法
    • US5870690A
    • 1999-02-09
    • US794896
    • 1997-02-05
    • Michael FrenkelAlberto G. MezzatestaKurt-M. StrackXiaoming TangKeeva Vozoff
    • Michael FrenkelAlberto G. MezzatestaKurt-M. StrackXiaoming TangKeeva Vozoff
    • G01V1/48G01V11/00G06F17/10G06F19/00
    • G06F17/10G01V1/48G01V11/00
    • A method of joint inversion processing acoustic velocity and electrical resistivity well log data. The method includes generating an initial model of earth formations over an interval of interest. The initial model corresponds to earth formations for which the acoustic velocity and resistivity well log data have been measured. The initial model includes layers each having a geometry, a value of resistivity and a value of acoustic velocity. Acoustic velocity and resistivity data are synthesized based on the initial model. Differences are determined between the synthesized data and the measured data. The initial model is adjusted and the steps of synthesizing the log data and determining the differences are repeated until the differences reach a minimum, thereby generating a final model of the earth formations. The step of adjusting includes determining a coupling relationship between the acoustic velocity and the resistivity for the earth formations, and generating an inverse Jacobian matrix of sensitivity functions of the resistivity and acoustic velocity with respect to the geometry and the coupling relationship.
    • 一种联合反演处理声速和电阻率测井数据的方法。 该方法包括在感兴趣的间隔内产生地层的初始模型。 初始模型对应于测量声速和电阻率测井数据的地层。 初始模型包括各自具有几何形状,电阻值和声速值的层。 基于初始模型合成声速和电阻率数据。 在合成数据和测量数据之间确定差异。 调整初始模型,并重复合成对数数据和确定差异的步骤,直到差异达到最小值,从而生成地层的最终模型。 调整步骤包括确定声速和地层的电阻率之间的耦合关系,以及生成相对于几何形状和耦合关系的电阻率和声速的灵敏度函数的逆雅可比矩阵。
    • 8. 发明授权
    • Method of assigning frequencies for use during wireless system drive testing
    • 在无线系统驱动测试期间分配使用频率的方法
    • US06411798B1
    • 2002-06-25
    • US09321864
    • 1999-05-28
    • Michael FrenkelChang YuValery Budiansky
    • Michael FrenkelChang YuValery Budiansky
    • H04Q736
    • H04W16/18H04W24/00H04W28/16
    • An automated method of assigning frequencies to sectors of a wireless telecommunications system for use during a drive test calculates a usage factor for each frequency that is assigned to the system to be tested. The usage factor for a particular frequency is equal to the number of sectors of the system to be tested to which the particular frequency is assigned. The method selects a sector and selects the frequency assigned to the selected sector with the smallest usage factor. The method keys up the selected frequency in the selected sector and keys down that frequency and the adjacent frequencies in each of the other sectors of the system to be tested. The method continues the foregoing sequence of steps until a unique frequency has been keyed up for each sector in the system to be tested.
    • 将频率分配给无线电信系统的扇区以在驱动测试期间使用的自动化方法计算分配给要测试的系统的每个频率的使用因子。 特定频率的使用系数等于要分配特定频率的待测系统的扇区数。 该方法选择扇区并选择分配给具有最小使用因子的所选扇区的频率。 该方法将所选择的扇区中的所选择的频率按下,并按下该频率和要测试的系统的每个其它扇区中的相邻频率。 该方法继续前述的步骤顺序,直到为了要测试的系统中的每个扇区键入唯一的频率。
    • 9. 发明授权
    • System and method for determining a more accurate resistivity model of a geological formation using time-lapse well logging data
    • 使用定时测井数据确定地质构造更准确的电阻率模型的系统和方法
    • US07324898B2
    • 2008-01-29
    • US11075471
    • 2005-03-09
    • Michael Frenkel
    • Michael Frenkel
    • G01V5/04G06F7/48
    • G01V3/38
    • A system and a method for estimating a model of a geological formation are provided. The geological formation has a wellbore extending therethrough. The method includes obtaining a first resistivity log associated with the geological formation from a LWD sensor in the wellbore. The method further includes obtaining a second resistivity log associated with the geological formation from a WL sensor in the wellbore. The method further includes calculating a plurality of horizontal resistivity values associated with the geological formation by utilizing a first inversion technique and the first resistivity log. The method further includes obtaining a plurality of invaded zone resistivity values obtained from a micro-resistivity measurement device in the WL sensor. The method further includes calculating a plurality of invaded zone thickness values proximate the wellbore by utilizing a second inversion technique and the second resistivity log.
    • 提供了一种用于估计地质构造模型的系统和方法。 地质构造具有延伸穿过其中的井眼。 该方法包括从井眼中的LWD传感器获得与地质构造相关联的第一电阻率测井。 该方法还包括从井眼中的WL传感器获得与地质构造相关联的第二电阻率测井。 该方法还包括通过利用第一反演技术和第一电阻率测井来计算与地质构​​造相关联的多个水平电阻率值。 该方法还包括获得从WL传感器中的微电阻率测量装置获得的多个入侵区电阻率值。 该方法还包括通过利用第二反演技术和第二电阻率测井来计算靠近井筒的多个入侵区厚度值。
    • 10. 发明申请
    • System and method for determining a more accurate resistivity model of a geological formation using time-lapse well logging data
    • 使用定时测井数据确定地质构造更准确的电阻率模型的系统和方法
    • US20060217888A1
    • 2006-09-28
    • US11075471
    • 2005-03-09
    • Michael Frenkel
    • Michael Frenkel
    • G01V9/00G06F19/00
    • G01V3/38
    • A system and a method for estimating a model of a geological formation are provided. The geological formation has a wellbore extending therethrough. The method includes obtaining a first resistivity log associated with the geological formation from a LWD sensor in the wellbore. The method further includes obtaining a second resistivity log associated with the geological formation from a WL sensor in the wellbore. The method further includes calculating a plurality of horizontal resistivity values associated with the geological formation by utilizing a first inversion technique and the first resistivity log. The method further includes obtaining a plurality of invaded zone resistivity values obtained from a micro-resistivity measurement device in the WL sensor. The method further includes calculating a plurality of invaded zone thickness values proximate the wellbore by utilizing a second inversion technique and the second resistivity log.
    • 提供了一种用于估计地质构造模型的系统和方法。 地质构造具有延伸穿过其中的井眼。 该方法包括从井眼中的LWD传感器获得与地质构造相关联的第一电阻率测井。 该方法还包括从井眼中的WL传感器获得与地质构造相关联的第二电阻率测井。 该方法还包括通过利用第一反演技术和第一电阻率测井来计算与地质构​​造相关联的多个水平电阻率值。 该方法还包括获得从WL传感器中的微电阻率测量装置获得的多个入侵区电阻率值。 该方法还包括通过利用第二反演技术和第二电阻率测井来计算靠近井筒的多个入侵区厚度值。