TY - JOUR
T1 - Improvement Estimation Accuracy of Impact Detection Using Metal-Core Piezoelectric Fiber/Aluminum Composites
AU - Yanaseko, Tetsuro
AU - Sato, Hiroshi
AU - Narita, Fumio
AU - Kuboki, Isao
AU - Asanuma, Hiroshi
N1 - Funding Information:
This research was funded by JSPS KAKENHI, grant number 17H03141, and Amada foundation, grant No. AF-2015036.
Publisher Copyright:
© 2019 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim
PY - 2019/11/1
Y1 - 2019/11/1
N2 - Metal-core piezoelectric fiber/aluminum composites are promising candidates for use as sensors for structural health monitoring (SHM) systems. These composites exhibit excellent mechanical properties compared with conventional piezoelectric ceramics because the fiber is embedded into the aluminum matrix using the interphase forming/bonding method. Furthermore, it has emerged that the output voltage characteristics of composites show distinct anisotropy. Herein, an impact detection system with more practical estimation accuracy is developed by performing wavelet transformation on the output voltage. To investigate the practicality of the proposed method, the estimation results are compared with the results using the conventional output voltage. By exploiting the anisotropic response, the new system is expected to reduce the number of sensors required compared with conventional systems, while retaining accuracy. The results show that the present system could be applied successfully using models of the output voltage and signals obtained from composites fixed in two different positions. Application of the wavelet transform method to the output voltage reduced the estimation errors in comparison with values estimated directly from the output voltage, with maximum estimation error of 4.38 mm. This accuracy cleared the minimum required accuracy for an SHM system; thus, confirming the validity of this approach.
AB - Metal-core piezoelectric fiber/aluminum composites are promising candidates for use as sensors for structural health monitoring (SHM) systems. These composites exhibit excellent mechanical properties compared with conventional piezoelectric ceramics because the fiber is embedded into the aluminum matrix using the interphase forming/bonding method. Furthermore, it has emerged that the output voltage characteristics of composites show distinct anisotropy. Herein, an impact detection system with more practical estimation accuracy is developed by performing wavelet transformation on the output voltage. To investigate the practicality of the proposed method, the estimation results are compared with the results using the conventional output voltage. By exploiting the anisotropic response, the new system is expected to reduce the number of sensors required compared with conventional systems, while retaining accuracy. The results show that the present system could be applied successfully using models of the output voltage and signals obtained from composites fixed in two different positions. Application of the wavelet transform method to the output voltage reduced the estimation errors in comparison with values estimated directly from the output voltage, with maximum estimation error of 4.38 mm. This accuracy cleared the minimum required accuracy for an SHM system; thus, confirming the validity of this approach.
KW - impact detection
KW - metal matrix composites
KW - piezoelectric composites
KW - sensors
KW - smart materials
UR - http://www.scopus.com/inward/record.url?scp=85072176280&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85072176280&partnerID=8YFLogxK
U2 - 10.1002/adem.201900550
DO - 10.1002/adem.201900550
M3 - Article
AN - SCOPUS:85072176280
SN - 1438-1656
VL - 21
JO - Advanced Engineering Materials
JF - Advanced Engineering Materials
IS - 11
M1 - 1900550
ER -