NASA Technical Reports Server (NTRS) 19990063725: Problems Associated With Statistical Pattern Recognition Of Acoustic Emission Signals In A Compact Tension Fatigue Specimen - Info and Reading Options
By NASA Technical Reports Server (NTRS)
"NASA Technical Reports Server (NTRS) 19990063725: Problems Associated With Statistical Pattern Recognition Of Acoustic Emission Signals In A Compact Tension Fatigue Specimen" and the language of the book is English.
“NASA Technical Reports Server (NTRS) 19990063725: Problems Associated With Statistical Pattern Recognition Of Acoustic Emission Signals In A Compact Tension Fatigue Specimen” Metadata:
- Title: ➤ NASA Technical Reports Server (NTRS) 19990063725: Problems Associated With Statistical Pattern Recognition Of Acoustic Emission Signals In A Compact Tension Fatigue Specimen
- Author: ➤ NASA Technical Reports Server (NTRS)
- Language: English
Edition Identifiers:
- Internet Archive ID: NASA_NTRS_Archive_19990063725
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"NASA Technical Reports Server (NTRS) 19990063725: Problems Associated With Statistical Pattern Recognition Of Acoustic Emission Signals In A Compact Tension Fatigue Specimen" Description:
The Internet Archive:
Acoustic emission (AE) data were acquired during fatigue testing of an aluminum 2024-T4 compact tension specimen using a commercially available AE system. AE signals from crack extension were identified and separated from noise spikes, signals that reflected from the specimen edges, and signals that saturated the instrumentation. A commercially available software package was used to train a statistical pattern recognition system to classify the signals. The software trained a network to recognize signals with a 91-percent accuracy when compared with the researcher's interpretation of the data. Reasons for the discrepancies are examined and it is postulated that additional preprocessing of the AE data to focus on the extensional wave mode and eliminate other effects before training the pattern recognition system will result in increased accuracy.
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