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    • 2. 发明申请
    • OPTIMIZED DRILLING
    • 优化钻孔
    • US20140027174A1
    • 2014-01-30
    • US13993640
    • 2011-12-13
    • Maurice RingerMichael P. BarrettBenjamin P. JeffryesWalter David AldredAshley Johnson
    • Maurice RingerMichael P. BarrettBenjamin P. JeffryesWalter David AldredAshley Johnson
    • E21B44/02E21B45/00
    • E21B44/02E21B4/02E21B44/00E21B45/00E21B47/00G01P3/44G01P3/487H02K11/215
    • The invention provides a method of optimising the rate of penetration of a hydraulically or pneumatically powered rotor and stator driven drill as it drills a wellbore into the earth, the method comprising: (a) measuring a first set of rotor and stator operating parameters including the weight applied to the drill bit, the speed of rotation of the rotor and rotor torque for a first period of time, (b) generating a first set of relationships from the first set of operating parameters to enable the rotor speed and rotor torque to be predicted over a range of operating parameter values, (c) determining the rate of penetration for the first period of time from measurements of weight applied to the bit and rotation speed of the bit, (d) determining whether any other combination of weight applied to bit and rotation speed of bit, provided by the relationships determined in step (b) are capable of providing a greater rate of penetration, and (e) adjusting at least one operating parameter to move the weight applied to bit and/or speed of rotation of bit towards the combination which provides a first greater rate of penetration.
    • 本发明提供了一种在将井眼钻入地球时优化液压或气动动力的转子和定子驱动钻机的穿透速率的方法,所述方法包括:(a)测量第一组转子和定子运行参数,包括 施加到钻头的重量,转子的转速和转子扭矩在第一时间段内,(b)从第一组操作参数产生第一组关系,以使转子速度和转子扭矩为 在一系列操作参数值上预测,(c)从测量施加到钻头的钻头和转速的第一时间段确定穿透速率,(d)确定是否有任何其他重量组合应用于 由步骤(b)中确定的关系提供的位的位和转速能够提供更大的穿透速率,以及(e)将至少一个操作参数调整为m 适用于钻头朝向组合的钻头和/或旋转速度的重量,其提供第一较高的穿透速率。
    • 5. 发明授权
    • Use of general bayesian networks in oilfield operations
    • 在油田作业中使用一般的贝叶斯网络
    • US08473435B2
    • 2013-06-25
    • US12720009
    • 2010-03-09
    • Maurice Ringer
    • Maurice Ringer
    • G06F15/18
    • G06N7/005
    • Embodiments of the present invention provide methods of using General Bayesian Networks to automate oilfield operations. In certain aspects, a Monte-Carlo method is used to propagate probability density functions for root-variables to continuous-valued hidden variables reflecting some oilfield operation properties. Evidence in the form of observed properties are used to weight samples used in the Monte-Carlo process thereby propagating the observed values onto other variables. The inferred probability distributions are provided to an oilfield control system or monitoring system.
    • 本发明的实施例提供使用通用贝叶斯网络来自动化油田操作的方法。 在某些方面,使用蒙特卡罗方法将根变量的概率密度函数传播到反映某些油田作业特性的连续值隐含变量。 使用观察到的性质的证据用于加权蒙特卡罗方法中使用的样本,从而将观测值传播到其他变量上。 将推断的概率分布提供给油田控制系统或监控系统。
    • 10. 发明授权
    • Optimized drilling
    • 优化钻孔
    • US09574432B2
    • 2017-02-21
    • US13993640
    • 2011-12-13
    • Maurice RingerMichael P. BarrettBenjamin P. JeffryesWalter David AldredAshley Johnson
    • Maurice RingerMichael P. BarrettBenjamin P. JeffryesWalter David AldredAshley Johnson
    • E21B45/00E21B44/02E21B4/02E21B47/00G01P3/487E21B44/00G01P3/44
    • E21B44/02E21B4/02E21B44/00E21B45/00E21B47/00G01P3/44G01P3/487H02K11/215
    • The invention provides a method of optimizing the rate of penetration of a hydraulically or pneumatically powered rotor and stator driven drill as it drills a wellbore into the earth, the method comprising: (a) measuring a first set of rotor and stator operating parameters including the weight applied to the drill bit, the speed of rotation of the rotor and rotor torque for a first period of time, (b) generating a first set of relationships from the first set of operating parameters to enable the rotor speed and rotor torque to be predicted over a range of operating parameter values, (c) determining the rate of penetration for the first period of time from measurements of weight applied to the bit and rotation speed of the bit, (d) determining whether any other combination of weight applied to bit and rotation speed of bit, provided by the relationships determined in step (b) are capable of providing a greater rate of penetration, and (e) adjusting at least one operating parameter to move the weight applied to bit and/or speed of rotation of bit towards the combination which provides a first greater rate of penetration.
    • 本发明提供了一种在将井眼钻入地球时优化液压或气动动力的转子和定子驱动钻机的穿透速率的方法,所述方法包括:(a)测量第一组转子和定子运行参数,包括 施加到钻头的重量,转子的转速和转子扭矩在第一时间段内,(b)从第一组操作参数产生第一组关系,以使转子速度和转子扭矩为 在一系列操作参数值上预测,(c)从测量施加到钻头的钻头和转速的第一时间段确定穿透速率,(d)确定是否有任何其他重量组合应用于 由步骤(b)中确定的关系提供的位的位和转速能够提供更大的穿透速率,以及(e)将至少一个操作参数调整为m 适用于钻头朝向组合的钻头和/或旋转速度的重量,其提供第一较高的穿透速率。