Acoustic Emission and Related Non-Destructive Evaluation Techniques in the Fracture Mechanics of Concrete 2015
DOI: 10.1016/b978-1-78242-327-0.00012-x
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Artificial neural network analysis of acoustic emission data during longtime corrosion monitoring of post-tensioned concrete structures

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“…Figure 16 shows, as reference, the damage mechanism map (U-matrix) for a corroded post-tensioned concrete beam [97]. The map was divided into specific damage mechanism areas, in which the activation, propagation and critical damage areas, can be identified.…”
Section: Ae Source Identification By Multivariate Analysismentioning
confidence: 99%
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“…Figure 16 shows, as reference, the damage mechanism map (U-matrix) for a corroded post-tensioned concrete beam [97]. The map was divided into specific damage mechanism areas, in which the activation, propagation and critical damage areas, can be identified.…”
Section: Ae Source Identification By Multivariate Analysismentioning
confidence: 99%
“…(ii) a pre-critical damaging quiescent area was instead characterized by low event frequency and middle The choice of the SOM algorithm is based on the opportunity to obtain a topological map (U-matrix) that can be used to discriminate intuitively the different damage phases. Each area of the map can be related to specific centroids of the waveform features used to train the neural network [97].…”
Section: Ae Source Identification By Multivariate Analysismentioning
confidence: 99%
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