地质科技通报2024,Vol.43Issue(6) :39-50.DOI:10.19509/j.cnki.dzkq.tb20240214

基于MEMS传感器的滑坡监测算法设计与试验

Design and experiment of landslide monitoring algorithm based on MEMS sensor

吴迪 梁泰铭 吴静 吴建建 易杨 娄万鹏
地质科技通报2024,Vol.43Issue(6) :39-50.DOI:10.19509/j.cnki.dzkq.tb20240214

基于MEMS传感器的滑坡监测算法设计与试验

Design and experiment of landslide monitoring algorithm based on MEMS sensor

吴迪 1梁泰铭 1吴静 2吴建建 3易杨 1娄万鹏1
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作者信息

  • 1. 桂林电子科技大学建筑与交通工程学院,广西桂林 541004
  • 2. 自然资源部南方石山地区矿山地质环境修复工程技术创新中心,南宁 530028
  • 3. 桂林电子科技大学建筑与交通工程学院,广西桂林 541004;自然资源部南方石山地区矿山地质环境修复工程技术创新中心,南宁 530028
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摘要

针对当前工程上土体滑坡位移监测稳定性与准确性差、覆盖难、成本高等难题,提出了一种基于微机电系统(micro-electro-mechanical system,简称MEMS)传感器技术的土体滑坡内部位移监测方法.考虑斜坡岩土体形变过程的运动特性,设计了消除MEMS传感器加速度数据随机偏差和固定偏差的时域加速度积分算法.为验证该位移监测方法的有效性和实用性,设计开展了 2组室内牵引式滑坡模型试验及对应有限元仿真计算,利用MEMS技术进行试验边坡土体内部位移监测,结合有限元软件计算结果对试验MEMS数据结果进行对比分析,评估算法的准确性和可靠性.结果表明:基于该算法的MEMS 土体滑坡监测位移值,在水平方向和竖向的平均相对误差最小值分别为0.09%和0.50%,具有较高的准确度,满足实际工程需要.研究成果为土体滑坡监测提供了新的思路,也为MEMS传感器在滑坡/边坡防护工程中应用提供理论基础.

Abstract

[Objective]To address current engineering challenges such as poor stability and accuracy,limited cov-erage,and high costs associated with soil landslide displacement monitoring,a novel method based on microelectro-mechanical system(MEMS)sensor technology is proposed.[Methods]By considering the kinematic characteris-tics of slope deformation,a time-domain acceleration integration algorithm is designed to correct random and sys-tematic errors in the acceleration data collected by MEMS sensor.To verify the effectiveness and practicality of this displacement monitoring method,two indoor landslide model tests and corresponding finite element simulation cal-culations were designed and conducted.MEMS technology was used to monitor the internal displacement of the soil for the test slopes,and the results were compared with the the finite element simulation outputs to evaluate the ac-curacy and reliability of the algorithm.[Results]The findings indicate that the MEMS-based soil landslide dis-placement monitoring achieved a minimum average relative error of 0.09%in the horizontal direction and 0.50%in the vertical direction,demonstrating high accuracy and suitability for practical engineering applications.[Conclu-sion]The research results provide a novel approach to soil landslide monitoring and provides a theoretical founda-tion for the integrating MEMS sensors in landslide and slope safety engineering.

关键词

MEMS传感器/土体滑坡/加速度积分/模型试验/位移监测

Key words

MEMS sensor/soil landslide/acceleration integral/model test/displacement monitoring

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出版年

2024
地质科技通报
中国地质大学(武汉)

地质科技通报

CSTPCDCSCD北大核心
影响因子:1.018
ISSN:2096-8523
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