Reservoir properties prediction with least square support vector machine
    1.
    发明授权
    Reservoir properties prediction with least square support vector machine 有权
    储层特性预测与最小二乘支持向量机

    公开(公告)号:US09128203B2

    公开(公告)日:2015-09-08

    申请号:US13618327

    申请日:2012-09-14

    IPC分类号: G01V1/28 G01V1/30

    CPC分类号: G01V1/282 G01V1/306 G01V99/00

    摘要: Subsurface reservoir properties are predicted despite limited availability of well log and multiple seismic attribute data. The prediction is achieved by computer modeling with least square regression based on a support vector machine methodology. The computer modeling includes supervised computerized data training, cross-validation and kernel selection and parameter optimization of the support vector machine. An attributes selection technique based on cross-correlation is adopted to select most appropriate attributes used for the computerized training and prediction in the support vector machine.

    摘要翻译: 尽管井测井和多个地震属性数据的可用性有限,仍预测了地下储层性质。 通过基于支持向量机方法的最小二乘回归的计算机建模来实现预测。 计算机建模包括支持向量机的监督计算机数据训练,交叉验证和内核选择以及参数优化。 采用基于互相关的属性选择技术,在支持向量机中选择用于计算机化训练和预测的最适合的属性。

    RESERVOIR PROPERTIES PREDICTION WITH LEAST SQUARE SUPPORT VECTOR MACHINE
    2.
    发明申请
    RESERVOIR PROPERTIES PREDICTION WITH LEAST SQUARE SUPPORT VECTOR MACHINE 有权
    储层特性预测与最小平方支持矢量机

    公开(公告)号:US20130080066A1

    公开(公告)日:2013-03-28

    申请号:US13618327

    申请日:2012-09-14

    IPC分类号: G01V1/28

    CPC分类号: G01V1/282 G01V1/306 G01V99/00

    摘要: Subsurface reservoir properties are predicted despite limited availability of well log and multiple seismic attribute data. The prediction is achieved by computer modeling with least square regression based on a support vector machine methodology. The computer modeling includes supervised computerized data training, cross-validation and kernel selection and parameter optimization of the support vector machine. An attributes selection technique based on cross-correlation is adopted to select most appropriate attributes used for the computerized training and prediction in the support vector machine

    摘要翻译: 尽管井测井和多个地震属性数据的可用性有限,仍预测了地下储层性质。 通过基于支持向量机方法的最小二乘回归的计算机建模来实现预测。 计算机建模包括支持向量机的监督计算机数据训练,交叉验证和内核选择以及参数优化。 采用基于互相关的属性选择技术,在支持向量机中选择用于计算机化训练和预测的最适合的属性

    Simultaneous wavelet extraction and deconvolution in the time domain
    3.
    发明授权
    Simultaneous wavelet extraction and deconvolution in the time domain 有权
    在时域同步小波提取和去卷积

    公开(公告)号:US08705315B2

    公开(公告)日:2014-04-22

    申请号:US13071695

    申请日:2011-03-25

    IPC分类号: G01V1/28

    摘要: Blind wavelet extraction and de-convolution is performed on seismic data to enable its practical usage in seismic processing and to provide quality control of data obtained in areas where data from wells are not available. The wavelet extraction and deconvolution are realized in the time domain by iteration, producing a mixed phase wavelet with minimal prior knowledge of the actual nature of the wavelet. As a result of the processing, the de-convolved seismic reflectivity is obtained simultaneously.

    摘要翻译: 对地震数据进行盲小波提取和去卷积,使其在地震处理中的实际应用,并提供在井的数据不可用的地区获得的数据的质量控制。 通过迭代在时域中实现小波提取和去卷积,产生具有小波的实际性质的最小先验知识的混合小波。 作为处理的结果,同时获得去卷积的地震反射率。

    Simultaneous Wavelet Extraction and Deconvolution in the Time Domain
    4.
    发明申请
    Simultaneous Wavelet Extraction and Deconvolution in the Time Domain 有权
    时域中的同时小波提取和解卷积

    公开(公告)号:US20120243372A1

    公开(公告)日:2012-09-27

    申请号:US13071695

    申请日:2011-03-25

    IPC分类号: G01V1/28

    摘要: Blind wavelet extraction and de-convolution is performed on seismic data to enable its practical usage in seismic processing and to provide quality control of data obtained in areas where data from wells are not available. The wavelet extraction and deconvolution are realized in the time domain by iteration, producing a mixed phase wavelet with minimal prior knowledge of the actual nature of the wavelet. As a result of the processing, the de-convolved seismic reflectivity is obtained simultaneously.

    摘要翻译: 对地震数据进行盲小波提取和去卷积,使其在地震处理中的实际应用,并提供在井的数据不可用的地区获得的数据的质量控制。 通过迭代在时域中实现小波提取和去卷积,产生具有小波的实际性质的最小先验知识的混合小波。 作为处理的结果,同时获得去卷积的地震反射率。

    NANOMETER-PRECISION SIX-DEGREE-OF-FREEDOM MAGNETIC SUSPENSION MICRO-MOTION TABLE AND APPLICATION THEREOF
    5.
    发明申请
    NANOMETER-PRECISION SIX-DEGREE-OF-FREEDOM MAGNETIC SUSPENSION MICRO-MOTION TABLE AND APPLICATION THEREOF 有权
    NANOMETER-PRECISION六自由度磁悬浮微运动表及其应用

    公开(公告)号:US20130038853A1

    公开(公告)日:2013-02-14

    申请号:US13635168

    申请日:2011-03-15

    IPC分类号: H02K41/02 G03B27/58

    CPC分类号: G03F7/70758 G03F7/70716

    摘要: A nanometer precision six-DOF magnetic suspension micro-stage and the application thereof are provided which are mainly used in semiconductor photolithography devices. The micro-stage includes a cross support and four two-DOF actuators. Each 2-DOF actuator comprises a vertically polarized permanent magnet, a horizontal force coil and a vertical force coil; the permanent magnet being mounted on an end of the cross support, the horizontal force coil and the vertical force coil being arranged on a side of and below the permanent magnet respectively and being spaced apart from the permanent magnet; the cross support and four vertically polarized permanent magnets constitute a mover of the micro-stage; the horizontal force coil and the vertical force coil being fixed by a coil framework respectively and constituting a stator of the micro-stage; and the stator being mounted on a base of the micro-stage. A dual-wafer table positioning system of a photolithography machine may be constructed by two said micro-stages in combination with a two-DOF large stroke linear motor. The present invention features simple structure, large driving force, small mass and absence of cable disturbance, and is possible to realize high precision, high acceleration six-DOF micro-motion.

    摘要翻译: 提供了主要用于半导体光刻设备的纳米精密六自由度磁悬浮微步及其应用。 微型平台包括十字支架和四个双自由度执行器。 每个2-DOF致动器包括垂直极化永磁体,水平力线圈和垂直力线圈; 所述永磁体安装在所述十字支架的一端上,所述水平力线圈和所述垂直力线圈分别设置在所述永久磁铁的一侧和下方并与所述永磁体隔开; 交叉支撑和四个垂直极化永磁体构成微型载物; 水平力线圈和垂直力线圈分别由线圈框架固定并构成微型定子; 并且定子安装在微型台的基座上。 光刻机的双晶片台定位系统可以由两个微步与二自由度大行程直线电机组合构成。 本发明结构简单,驱动力大,质量小,无电缆扰动,可实现高精度,高加速度六自由度微动作。

    TWO-DIMENSIONAL LOCATING METHOD OF MOTION PLATFORM BASED ON MAGNETIC STEEL ARRAY
    6.
    发明申请
    TWO-DIMENSIONAL LOCATING METHOD OF MOTION PLATFORM BASED ON MAGNETIC STEEL ARRAY 有权
    基于磁钢阵列的运动平台二维定位方法

    公开(公告)号:US20130024157A1

    公开(公告)日:2013-01-24

    申请号:US13522788

    申请日:2011-01-18

    IPC分类号: G06F17/11 G01B7/14

    CPC分类号: H02N15/00 G01D5/145

    摘要: A two-dimensional locating method of a motion platform based on a magnetic steel array involves the following steps: placing more than four linear Hall sensors at any different positions within one or more polar distances of the magnetic steel array on the surface of the motion platform in a motion system; determining a magnetic flux density distribution model according to the magnetic steel array; determining the mounting positions of the above-mentioned linear Hall sensors, which are converted into phases with respect to the mass center of the motion platform; recording the magnetic flux density measured values of the linear Hall sensors as the motion proceeds; solving the phases of the mass center of the motion platform in a plane, with the measured values being served as observed quantities and the magnetic flux density distribution model being served as a computation model; and determining the position of the mass center of the motion platform with respect to an initial phase according to the phase, so as to realize the planar location of the motion platform. The present invention provides a simple, fast and robust method for computing mass center positions for a motion system containing a magnetic steel array.

    摘要翻译: 基于磁钢阵列的运动平台的二维定位方法包括以下步骤:将多于四个线性霍尔传感器放置在运动平台表面上的磁钢阵列的一个或多个极距离内的任何不同位置 在运动系统中 根据磁钢阵列确定磁通密度分布模型; 确定上述线性霍尔传感器的安装位置,其相对于运动平台的质心转换成相位; 在运动过程中记录线性霍尔传感器的磁通密度测量值; 解决平面中运动平台质心的相位,测量值作为观测量,磁通密度分布模型用作计算模型; 并根据相位确定运动平台的质量中心相对于初始相位的位置,以便实现运动平台的平面位置。 本发明提供了一种用于计算包含磁钢阵列的运动系统的质心位置的简单,快速和鲁棒的方法。

    Vehicle-Mounted Antenna Device
    7.
    发明申请
    Vehicle-Mounted Antenna Device 审中-公开
    车载天线装置

    公开(公告)号:US20100245189A1

    公开(公告)日:2010-09-30

    申请号:US12746159

    申请日:2008-11-27

    申请人: Jinsong Wang

    发明人: Jinsong Wang

    IPC分类号: H01Q1/32

    CPC分类号: H01Q1/32 H01Q1/3275

    摘要: A vehicle-mounted antenna device is one in which rain water etc. do not accumulate around an antenna mast base structure and allowing a reduction of the antenna height. The vehicle-mounted antenna device having an antenna mast is constructed mainly from a base plate (10) on which a circuit board (11) is placed, a housing (20), and the antenna mast base structure (30) having a foldable structure. The housing (20) has a water discharge flow path (40) formed in a linear shape as viewed as viewed from the upper portion of the vehicle-mounted antenna device. The water discharge flow path (40) extends continuously underneath the antenna mast base structure while being inclined relative to the base plate. The water discharge flow path is constituted by, for example, the water discharge groove (41), which is formed at the bottom portion of the antenna mast receiving groove (22), and the water discharge flow path-cum-antenna mast receiving groove (42).

    摘要翻译: 车载天线装置是其中雨水等不会围绕天线杆基座结构积聚并允许降低天线高度的天线装置。 具有天线杆的车载天线装置主要由其上放置有电路板(11)的基板(10),壳体(20)和具有折叠结构的天线杆基座结构(30)构成 。 壳体(20)具有从车载天线装置的上部观察时形成为直线状的排水流路(40)。 排水流路40相对于基板倾斜而在天线杆基座结构的下方连续地延伸。 排水流路由例如形成在天线杆接收槽(22)的底部的排水槽(41)和排水路径与天线杆收容槽 (42)。

    MICRO STAGE WITH 6 DEGREES OF FREEDOM
    8.
    发明申请
    MICRO STAGE WITH 6 DEGREES OF FREEDOM 有权
    微型舞台6度自由

    公开(公告)号:US20100187917A1

    公开(公告)日:2010-07-29

    申请号:US12666055

    申请日:2008-03-14

    IPC分类号: H02K41/035

    CPC分类号: G03F7/70758 G03F7/70725

    摘要: A micro stage with 6 degrees of freedom used in super-precise processing and sensing equipment filed is disclosed. The micro stage has three sets of electromagnetic driving units arranged in a horizontal plane for driving the micro stage to obtain movements within the horizontal plane with 3 degrees of freedom in X, Y and θz directions and three electromagnetic driving units arranged in a vertical direction for driving the micro stage to obtain additional movements with 3 degrees of freedom in Z, θx and θy directions. Direct driving by electromagnetic force is used in the invention, resulting in advantages over stacked structures of having a simple structure, a compact profile, a low driven weight center, low stator inertia, etc. Thus, there is no mechanical friction and damping, and high displacement resolution can be provided. The positioning error of a wafer table of a lithographic machine can be compensated, and the leveling and focusing of the lithographic machine can be achieved. The invention is also applicable in super-precise processing and sensing fields for achieving 6 degree-of-freedom motions. The micro stage, which operates on the basis of Lorentz Law, provides a linear relation between the output pushing force and the input electrical current, and thus the movement control technique for it can be well established.

    摘要翻译: 公开了一种用于超精密加工和感测设备的6自由度的微型台。 微型平台具有三组电磁驱动单元,其布置在水平面中,用于驱动微型平台,以在X,Y和...以及z方向上获得3度自由度的水平面内的移动;以及垂直布置的三个电磁驱动单元 方向用于驱动微型平台,以获得Z,...,x和y方向的3个自由度的附加运动。 本发明中采用电磁力直接驱动,结构优越,结构简单,结构紧凑,主动重量低,定子惯性低等优点。因此,不存在机械摩擦和阻尼, 可以提供高位移分辨率。 可以补偿平版印刷机的晶片台的定位误差,并且可以实现平版印刷机的调平和聚焦。 本发明也适用于实现6自由度运动的超精密加工和感测领域。 基于洛伦兹定律运行的微型平台提供了输出推力与输入电流之间的线性关系,因此可以很好地建立起来的运动控制技术。