Damage space identification and positioning technology based on lamb waves in strong noise environment

The invention discloses a damage space identification and positioning technology based on lamb waves in a strong noise environment. The technology comprises the following steps: (1) signal acquisition; piezoelectric ceramic sensor arrays are uniformly arranged on a to-be-tested carbon fiber composit...

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Hauptverfasser: PEI ZEGUANG, JIN ZHONGYAN, ZHOU QIHONG, WANG HANZHU, CHEN GE, WANG SHUI
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creator PEI ZEGUANG
JIN ZHONGYAN
ZHOU QIHONG
WANG HANZHU
CHEN GE
WANG SHUI
description The invention discloses a damage space identification and positioning technology based on lamb waves in a strong noise environment. The technology comprises the following steps: (1) signal acquisition; piezoelectric ceramic sensor arrays are uniformly arranged on a to-be-tested carbon fiber composite laminate and a standard carbon fiber composite laminate, the number of sensors is M, the first to (M-1) th sensors are sequentially used as excitation sensors to generate lamb waves, and other sensors are used as receiving sensors to collect lamb wave response signals; (2) de-noising and reconstructing the signal; (3) horizontally positioning the damage; performing damage horizontal positioning by using a tomography algorithm, and determining a two-dimensional coordinate of the damage; (4) positioning the damage depth; judging the layer number of the damage by using a convolutional neural network, and determining the depth of the damage; and (5) visualizing the spatial position of the damage. The method is simple
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES
MEASURING
PHYSICS
TESTING
title Damage space identification and positioning technology based on lamb waves in strong noise environment
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