基于优化Dual-kriging的双互感等值电压模型的地下位移测量方法

DUAL MUTUAL INDUCTANCE VOLTAGE MEASUREMENT MODEL OF UNDERGROUND DISPLACEMENT SENSOR BASED ON IMPROVED DUAL-KRIGING METHOD OF QPIO ALGORITHM

  • 摘要: 设计一款基于双互感等值电压法的地下位移三维测量传感器。由于双互感电压测量模型在解算空间位置时因插值精度低和位置解算方法复杂,导致测量精度低的问题,因此采用基于量子鸽群算法改进后的Dual-Kriging插值方法以提高原先的插值精度。实验结果表明,该方法避免了Kriging插值计算复杂的问题,提升了计算速度,同时,整体的精度均有明显的提高,将其拟合误差与实际值缩小至最多3个ADC12分辨率。在滑坡模拟实验平台进行的滑坡实验表明,此传感器能有效反映地下土壤的位移,对边坡的位移监测有重要应用价值。

     

    Abstract: Landslide is a common geological hazard. A three-dimensional underground displacement measurement sensor based on the double mutual inductance equivalent voltage method is designed. Due to the low interpolation accuracy and complex position calculation method of the dual mutual inductance voltage measurement model in solving spatial positions, the measurement accuracy is low. The improved Dual-Kriging interpolation method based on quantum pigeon inspired algorithm was adopted to improve the original interpolation accuracy. The experimental result shows that this method avoids the complex problem of Kriging interpolation and improves the calculation speed. At the same time, the overall accuracy has been significantly improved, reducing its fitting error and the actual value to a maximum of three ADC resolutions. Through the landslide experiment on the landslide simulation experiment platform, it is proved that the sensor can effectively reflect the displacement of the underground soil, and has important application value for the displacement monitoring of the slope.

     

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