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Seismic Damage Identification Method for Curved Beam Bridges Based on Wavelet Packet Norm Entropy
Tongfa Deng1,2, Jinwen Huang1,2, Maosen Cao1,3
1Jiangxi Province Key Laboratory of Environmental Geotechnical Engineering and Hazards Control, Jiangxi University of Science and Technology, Ganzhou 341000, China.
A new method using wavelet packet norm entropy (WPNE) accurately identifies seismic damage in curved beam bridges. This technique offers improved damage location and early warning capabilities compared to existing methods.
Area of Science:
- Structural Engineering
- Seismic Engineering
- Bridge Health Monitoring
Background:
- Curved beam bridges are crucial in modern infrastructure but are vulnerable to seismic damage due to complex forces.
- Existing research on seismic damage identification for curved bridges is limited.
- Bridge damage can lead to severe safety risks, including casualties and economic losses.
Purpose of the Study:
- To propose and validate a novel seismic damage identification method for curved beam bridges.
- To enhance the safety and reliability of curved beam bridges under seismic events.
- To address the research gap in seismic damage assessment for these structures.
Main Methods:
- Wavelet packet transform (WPT) to extract damage singularity information.
- Lp norm entropy of wavelet coefficients as a damage characteristic factor.
- Development of a damage index based on WPNE for damage identification.
- Numerical simulations using a finite element model of Curved Continuous Rigid-Frame Bridges (CCRFB).
Main Results:
- The proposed WPNE-based damage index accurately identifies damage location and severity in CCRFB.
- WPNE demonstrates superior performance in damage location and early warning compared to wavelet packet energy methods.
- The WPNE method exhibits significant noise resistance, enabling effective damage identification even with interference.
Conclusions:
- Wavelet packet norm entropy (WPNE) is a feasible and effective method for seismic damage identification in curved beam bridges.
- WPNE offers advantages over traditional methods in terms of accuracy, early warning, and noise immunity.
- This research provides a valuable tool for ensuring the structural integrity of curved bridges.
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