Research on the Application of HHT Time-Frequency Analysis Method in Damage Analysis of Integrated Pipe Gallery

被引:0
|
作者
Li, Linna [1 ,2 ,3 ]
Zhang, Jing [1 ]
Zhong, Dongwang [1 ,3 ]
Li, Tengfei [1 ,3 ]
机构
[1] Wuhan Univ Sci & Technol, Coll Sci, Wuhan 430065, Hubei, Peoples R China
[2] Hubei Prov Key Lab Syst Sci Met Proc, Wuhan 430065, Hubei, Peoples R China
[3] Hubei Prov Intelligent Blasting Engn Technol Res C, Wuhan 430065, Peoples R China
关键词
Explosives; Time-frequency analysis; Noise reduction; Concrete; Wavelet domain; Solid modeling; Vibrations; Gas detectors; Signal processing; Comprehensive utility tunnel; gas explosion; CEEMDAN; signal processing; HHT;
D O I
10.1109/ACCESS.2024.3382253
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The comprehensive utility tunnel plays a crucial role in the urban development process. However, the integration of energy pipelines into the comprehensive utility tunnel can introduce a range of safety concerns. Therefore, researching the damage characteristics of urban comprehensive utility tunnels under internal gas explosions is of significant importance for optimizing tunnel design. The study involves designing and conducting explosion similarity model experiments in comprehensive utility tunnels. Through the use of piezoelectric smart aggregate monitoring technology, the tunnel model's damage is monitored. This research aims to analyze the damage and destruction caused to the tunnel structure by internal gas explosions. It will provide a basis for determining the characteristics of tunnel damage. This paper first employs a combination of Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (CEEMDAN) and an improved wavelet threshold method to denoise the monitoring signals. Next, it compares the signal strength peaks before and after the explosion to conduct an initial analysis of the tunnel's damage situation. Finally, through Hilbert-Huang Transform (HHT) transformation, comparisons were made between the energy and frequency distribution of signals from 'RT5-Black5' and 'RT6-Black7' before and after two explosions, further elucidating the damage characteristics of the tunnel. Upon analysis and verification, the combination of CEEMDAN and the improved wavelet thresholding method demonstrates superior denoising effects, it is confirmed that the accumulated energy decreases and the frequency band widens after the explosion.
引用
收藏
页码:50404 / 50417
页数:14
相关论文
共 50 条
  • [1] INVESTIGATION OF TIME-FREQUENCY ANALYSIS IN GPR SIGNAL USING HHT METHOD
    Lu, Gan
    Lei, Yang
    2014 4th IEEE International Conference on Network Infrastructure and Digital Content (IEEE IC-NIDC), 2014, : 334 - 337
  • [2] Research on application detection method of bolt vibration time-frequency analysis
    Wang, Xiaogang
    Yu, Huibin
    Qi, Jingjing
    Li, Xiaofeng
    Zhang, Hao
    Jia, Xinxin
    Zhao, Ning
    2024 5TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATION, ICCEA 2024, 2024, : 1129 - 1133
  • [3] Damage Analysis of Urban Comprehensive Pipe Gallery Caused by Internal Gas Explosion Based on HHT
    Li, Linna
    Ma, Zhengying
    Zhong, Dongwang
    Li, Tengfei
    Zhang, Qi
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2024, 38 (04)
  • [4] Research of Time-frequency Analysis Method of Nonstationary Periodic Signal
    Zhou, Qiang
    Han, Jiuqiang
    Zhou, Qiang
    2008 IEEE CONFERENCE ON ROBOTICS, AUTOMATION, AND MECHATRONICS, VOLS 1 AND 2, 2008, : 459 - +
  • [5] Time-frequency analysis of pediatric murmurs
    Lombardo, JS
    Blodgett, LA
    Rosen, RS
    Najmi, AH
    Thompson, WR
    BIOMEDICAL SENSING AND IMAGING TECHNOLOGIES, PROCEEDINGS OF, 1998, 3253 : 177 - 187
  • [6] A nonlinear time-frequency analysis method
    Karimi-Ghartemani, M
    Ziarani, AK
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (06) : 1585 - 1595
  • [7] Vibration analysis based on time-frequency analysis with digital filter
    Kanagawa Industrial Technology Center, Mechanical and Material Technology Division, Shimo-Imaizumi 705-1, Ebina, Kanagawa, 243-0435, Japan
    Nihon Kikai Gakkai Ronbunshu C, 2013, 801 (1633-1646): : 1633 - 1646
  • [8] Application Progress of Time-Frequency Analysis for Lidar
    Liu Yanping
    Wang Chong
    Xia Haiyun
    LASER & OPTOELECTRONICS PROGRESS, 2018, 55 (12)
  • [9] Randomized continuous frames in time-frequency analysis
    Ron Levie
    Haim Avron
    Advances in Computational Mathematics, 2022, 48
  • [10] Pipe corrosion analysis by time-frequency distribution and ridge pattern
    Park, Gee-Yong
    Lee, Cheol-Kwon
    Kim, Jung-Taek
    Kwon, Kee-Choon
    2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 2006, : 5896 - +