基于EMD分解的信号去噪方法用于直流电气方法

Jingri Huo, Guofu Wang, Hongli Li
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引用次数: 0

摘要

直流电阻率法利用地下物质固有的导电性差异作为探测基础来观测地球电场,而人类活动、自然、太阳风暴等都会引起地球电场的变化,进而严重影响探测的准确性。目前直流电阻率法主要用于垃圾填埋场渗漏、煤矿渗漏、边坡渗漏等灾害的监测。上述危险源变化缓慢,监测到的变化信号较弱,如果周围有接地电流干扰,则会将危险源信号埋没。因此,用直流方法对信号进行噪声抵消是有意义的。本文将经验模态分解(EMD)、滑动平均和最小二乘拟合相结合,提出了一种针对直流电律信号的消噪方法。本文通过理论仿真验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EMD decomposition-based signal denoising method for DC electrical methods
The DC resistivity method uses the inherent conductive differences of subsurface materials as the basis for exploration to observe the earth's electric field, while human activities, nature and solar storms can cause changes in the earth's electric field, which in turn seriously affects the accuracy of exploration. Today the DC resistivity method is used for monitoring hazards such as landfill seepage, coal mine seepage, and slope seepage. The above hazards change slowly, and the monitored change signal is weak, and if there is earth current interference around it will bury the hazard signal. Therefore, it makes sense to noise cancel the signal for DC method. In this paper, Empirical Mode Decomposition (EMD), sliding average and least squares fitting are combined to propose a noise-canceling method for DC electrical law signals. In this paper, the effectiveness of the method is verified by theoretical simulations.
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