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A Novel Denoising Model of Underwater Drilling and Blasting Vibration Signal Based on CEEMDAN

机译:基于CeeMDAN的水下钻井爆破振动信号的新型弃载模型

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摘要

In underwater drilling and blasting engineering, the blasting vibration signal is mixed with a mass of noises due to thecomplexity of monitoring environment, the error of monitoring sensors and the reflection of propagation medium. In orderto accurately obtain the characteristics of vibration signal, a novel denoising model is established. The complete ensembleempirical mode decomposition with adaptive noise is used to decompose the original signal, and the objective function ofthe filtering algorithm is used to obtain the optimal denoising signal. The results indicate that the model can not only successfullyremove the high-frequency noise but also has no effect on the low-frequency signal components, which verifiesthe reliability and validity of the denoising model.
机译:在水下钻井和爆破工程中,由于爆破振动信号与由于噪音的质量混合监测环境的复杂性,监测传感器的误差和传播介质的反射。为了为了准确获得振动信号的特性,建立了一种新的去噪模型。完整的合奏具有自适应噪声的经验模式分解用于分解原始信号,以及目标函数过滤算法用于获得最佳的去噪信号。结果表明,该模型不仅可以成功删除高频噪声,但对低频信号组件没有影响,验证去噪模式的可靠性和有效性。

著录项

  • 来源
    《Arabian Journal for Science and Engineering》 |2021年第5期|4857-4865|共9页
  • 作者单位

    Hunan Provincial Key Laboratory of GeotechnicalEngineering for Stability Control and Health Monitoring School of Civil Engineering Hunan University of Scienceand Technology Xiangtan China;

    Hunan Provincial Key Laboratory of GeotechnicalEngineering for Stability Control and Health Monitoring School of Civil Engineering Hunan University of Scienceand Technology Xiangtan China;

    Hunan Provincial Key Laboratory of GeotechnicalEngineering for Stability Control and Health Monitoring School of Civil Engineering Hunan University of Scienceand Technology Xiangtan China;

    Faculty of Engin;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Underwater drilling and blasting; Vibration signal; Denoising model; CEEMDAN;

    机译:水下钻孔和爆破;振动信号;去噪模式;Ceemdan.;

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