Refactoring and Optimization of Bridge Dynamic Displacement Based on Ensemble Empirical Mode Decomposition
Yingquan Zou1,2, Yunpeng Chen3, Peng Liu3
1School of Information Science and Technology, Southwest Jiaotong University of China, Chengdu 611756, China. zouyingq@home.swjtu.edu.cn.
Sensors (Basel, Switzerland)
|July 18, 2019
Summary
This study introduces a novel method for reconstructing bridge dynamic displacement using ensemble empirical mode decomposition (EEMD) and time domain integration, improving accuracy in structural monitoring.
Area of Science:
- Structural Engineering
- Vibration Analysis
- Signal Processing
Background:
- Micro-electro-mechanical system (MEMS) accelerometers lack precision in converting vibration signals to elevation data.
- Accurate dynamic displacement monitoring is crucial for bridge structural health assessment.
Purpose of the Study:
- To propose a robust method for reconstructing bridge dynamic displacement from MEMS accelerometer data.
- To enhance the precision of elevation signal transformation by addressing integration challenges.
Main Methods:
- Ensemble Empirical Mode Decomposition (EEMD) to decompose vibration signals.
- Time domain integration combined with EEMD for displacement reconstruction.
- Simulation and experimental validation using bridge analog signals and a vibration test bench.
Main Results:
- The proposed EEMD and time domain integration method effectively eliminates low-frequency integral drift and high-frequency noise.
- The algorithm demonstrated superior adaptability and robustness compared to traditional methods.
- Field experiments on highway elevated bridges confirmed the method's effectiveness.
Conclusions:
- The developed method significantly improves the accuracy of dynamic displacement reconstruction for bridges.
- This approach offers a more reliable solution for structural health monitoring of bridges using MEMS accelerometers.
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