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Published on: August 27, 2013
Single-Input and Multiple-Output Surface Acoustic Wave Sensing for Damage Quantification in Piezoelectric Sensors
Lavish Pamwani1, Anowarul Habib2, Frank Melandsø3
1Department of Civil Engineering, Indian Institute of Technology Guwahati, Assam 781039, India. lavish.p@gmail.com.
This study introduces a new method for detecting microscale damage in piezoelectric sensors using surface acoustic waves (SAWs). The technique accurately quantifies crack evolution, offering a robust condition indicator for sensor integrity.
Area of Science:
- Materials Science
- Sensor Technology
- Acoustics
Background:
- Anisotropic piezoelectric sensors are crucial for various applications.
- Detecting microscale damage in these sensors is challenging but vital for performance.
- Surface acoustic waves (SAWs) offer a promising non-destructive method for internal inspection.
Purpose of the Study:
- To develop and validate a novel technique for microscale damage detection in anisotropic piezoelectric sensors.
- To utilize Rayleigh wave propagation characteristics for flaw identification.
- To quantify the evolution of damage using advanced signal processing algorithms.
Main Methods:
- Fabrication of convex and angularly shaped interdigital transducers (IDTs) for SAW excitation and sensing.
- Generation of divergent SAWs and measurement of their shape evolution.
- Introduction of calibrated microscale damage using a micro-indenter.
- Application of empirical mode decomposition (EMD) and principal component analysis (PCA) for damage quantification.
Main Results:
- The developed technique successfully detected and quantified microscale cracks in piezoelectric sensors.
- The evolution of damage was accurately tracked by analyzing SAW shape changes.
- A novel condition indicator (CI) based on principal angle changes provided a robust damage metric.
Conclusions:
- The proposed SAW-based method offers a reliable approach for microscale damage assessment in piezoelectric sensors.
- The combination of EMD, PCA, and the developed CI enables accurate quantification of damage.
- This technique enhances sensor reliability and predictive maintenance capabilities.
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