| 杨金显,赵龙飞,仝小森,王小康.随钻测量中井斜角测量误差的降噪方法[J].电子测量与仪器学报,2021,35(12):101-107 |
| 随钻测量中井斜角测量误差的降噪方法 |
| Noise reduction method of angle of inclination measurement error in MWD |
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| DOI： |
| 中文关键词: 井斜角 卡尔曼滤波 互相关提取 限幅滤波 加速度 |
| 英文关键词:angle of inclination Kalman filter cross correlation extraction amplitude limiting filtering acceleration |
| 基金项目:河南省高等学校青年骨干教师培养计划( 2018GGJS061)项目资助 |
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| 中文摘要: |
| 针对随钻测量中井斜角测量误差引起的姿态解算失真问题,提出基于卡尔曼滤波和互相关提取的联合估计方法。 首先
采用限幅滤波器对冲击噪声进行滤波,然后用卡尔曼滤波器去除大部分由振动引起的白化处理有色噪声,最后利用互相关检测
的方法提取出准确的径切向重力加速度,并对轴向加速度进行平滑滤波,完成井斜角测量误差估计与补偿。 经模拟实钻实验,
结果表明井斜角测量误差在 0. 1°以内,该方法与传统方法相比,可以大大提高井斜角测量精度。 |
| 英文摘要: |
| Aiming at the problem of attitude resolution distortion caused by angle of inclination measurement errors in measurement while
drilling, a joint estimation method based on Kalman filter and cross-correlation extraction was proposed. Firstly, a limiting filter is used
to filter the impact noise, and then Kalman filter is used to remove most of the whitening noise caused by vibration. Finally, the crosscorrelation detection method is used to extract the accurate radial tangential gravity acceleration, and the axial acceleration is smoothed,
so as to complete the estimation and compensation of angle of inclination measurement error. Simulation experiments show that angle of
inclination measurement error is less than 0. 1°. Compared with traditional methods, this method can greatly improve the precision of
deviation angle measurement. |
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