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EN
Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method
Öz
The purpose of structural health monitoring is to provide information by making a simultaneous diagnosis of the status of the structure. Despite aging, environmental conditions and unforeseen circumstances, the construction should remain as specified in the design. Changing the environmental conditions causes the sensor and the host structure to change material properties. It is essential to take into account environmental conditions to prevent misdiagnosis. Therefore, the real cause of the change can be determined.
In this study, the behavior of constrained piezoelectric wafer active sensor (PWAS)/Al 7075 was investigated by using electromechanical impedance method (EMI) under changing environmental conditions. Numerical studies on this material in the literature are limited and all the experimental/ numerical results are compensated for the temperature effect and analyzed using curve/probabilistic fitting approach for the first time. The sample used in the experimental work was modeled in ANSYS finite element program. In the experimental and numerical results, it has been observed that as the temperature decreases, the frequency shifts to the right and the amplitude increases. The experimental and simulation results were nearly the same. The temperature effect was compensated using the compensation algorithm for experimental and numerical studies. The results were compared using damage metrics. The experimental results analyzed using a curve/probabilistic fitting approach
In this study, the behavior of constrained piezoelectric wafer active sensor (PWAS)/Al 7075 was investigated by using electromechanical impedance method (EMI) under changing environmental conditions. Numerical studies on this material in the literature are limited and all the experimental/ numerical results are compensated for the temperature effect and analyzed using curve/probabilistic fitting approach for the first time. The sample used in the experimental work was modeled in ANSYS finite element program. In the experimental and numerical results, it has been observed that as the temperature decreases, the frequency shifts to the right and the amplitude increases. The experimental and simulation results were nearly the same. The temperature effect was compensated using the compensation algorithm for experimental and numerical studies. The results were compared using damage metrics. The experimental results analyzed using a curve/probabilistic fitting approach
Anahtar Kelimeler
Destekleyen Kurum
Eskişehir Osmangazi Üniverstesi
Proje Numarası
201715A119
Teşekkür
The authors declare that there is no conflict of interest. This article does not contain any studies with human participants or animals performed by any of the authors. This work was supported by the Scientific Research Projects Commission of Eskişehir Osmangazi University as project number 201715A119.
Kaynakça
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- APC International Ltd. Product Manual- Piezoelectric Ceramic: Principles and Applications, 2006, http://www.americampiezo.com
- Baptista, F. G., Budoya, D. E., de Almeida, V. A., Ulson, J. A., 2014, An experimental study on the effect of temperature on piezoelectric sensors for impedance-based structural health monitoring, Sensors (Basel), 14(1), 1208-1227.
- Bukhari, S., Islam, M., Haziot, A., Beamish, J., 2014, Shear piezoelectric coefficients of PZT, LiNbO3and PMN-PT at cryogenic temperatures, Journal of Physics: Conference Series, 568(3). Choi, K., Chang, F.-K., 1996, Identification of impact force and location using distributed sensors, AIAA Journal, 34(1), 136-142. Doebling, S. W., Farrar, C. R., Prime, M. B., 1998, A summary review of vibration-based damage identification methods, The Shock and Vibration Digest, 30(2), 91-105.
- Fallahian, S., Joghataie, A., Kazemi, M., 2017, Structural damage detection using time domain responses and teaching–learning-based optimization (TLBO) algorithm, Scientia Iranica, (article in press),doi: 10.24200/sci.2017.4238 Freitas, V. F., Santos, I. A., Botero, É., Fraygola, B. M., Garcia, D., Eiras, J. A., 2011, Piezoelectric Characterization of (0.6)BiFeO3-(0.4)PbTiO3 Multiferroic Ceramics, Journal of the American Ceramic Society, 94(3), 754-758.
- Goldberg, D.E., 1989, Genetic algorithms in search, optimization, and machine learning. Reading, Mass: Addison-Wesley Pub. Co.
- Grisso, B. L., Inman, D. J., 2010, Temperature corrected sensor diagnostics for impedance-based SHM, Journal of Sound and Vibration, 329(12), 2323-2336.
Ayrıntılar
Birincil Dil
İngilizce
Konular
Mühendislik
Bölüm
Araştırma Makalesi
Yayımlanma Tarihi
1 Haziran 2021
Gönderilme Tarihi
4 Mart 2020
Kabul Tarihi
8 Nisan 2020
Yayımlandığı Sayı
Yıl 2021 Cilt: 24 Sayı: 2
APA
Haydarlar, G., Tekkalmaz, M., & Sofuoğlu, M. A. (2021). Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method. Politeknik Dergisi, 24(2), 481-494. https://doi.org/10.2339/politeknik.698644
AMA
1.Haydarlar G, Tekkalmaz M, Sofuoğlu MA. Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method. Politeknik Dergisi. 2021;24(2):481-494. doi:10.2339/politeknik.698644
Chicago
Haydarlar, Gökhan, Mesut Tekkalmaz, ve Mehmet Alper Sofuoğlu. 2021. “Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method”. Politeknik Dergisi 24 (2): 481-94. https://doi.org/10.2339/politeknik.698644.
EndNote
Haydarlar G, Tekkalmaz M, Sofuoğlu MA (01 Haziran 2021) Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method. Politeknik Dergisi 24 2 481–494.
IEEE
[1]G. Haydarlar, M. Tekkalmaz, ve M. A. Sofuoğlu, “Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method”, Politeknik Dergisi, c. 24, sy 2, ss. 481–494, Haz. 2021, doi: 10.2339/politeknik.698644.
ISNAD
Haydarlar, Gökhan - Tekkalmaz, Mesut - Sofuoğlu, Mehmet Alper. “Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method”. Politeknik Dergisi 24/2 (01 Haziran 2021): 481-494. https://doi.org/10.2339/politeknik.698644.
JAMA
1.Haydarlar G, Tekkalmaz M, Sofuoğlu MA. Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method. Politeknik Dergisi. 2021;24:481–494.
MLA
Haydarlar, Gökhan, vd. “Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method”. Politeknik Dergisi, c. 24, sy 2, Haziran 2021, ss. 481-94, doi:10.2339/politeknik.698644.
Vancouver
1.Gökhan Haydarlar, Mesut Tekkalmaz, Mehmet Alper Sofuoğlu. Curve/Probabilistic Fitting of Damage Metrics for Al-7075 Materials Behavior by Using Electromechanical Impedance Method. Politeknik Dergisi. 01 Haziran 2021;24(2):481-94. doi:10.2339/politeknik.698644
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