Araştırma Makalesi

PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES

Cilt: 27 Sayı: 1 30 Nisan 2022
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PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES

Öz

Seismic isolation is one of the most effective seismic hazard mitigation techniques, which has been implemented in many structures. Friction pendulum isolators are one of the most popular isolation devices to achieve energy dissipation and shear resistance that depends on the effective radius and instantaneous vertical force on them. So, the horizontal response of this type of isolators is coupled with the axial load on them, which could change due to vertical acceleration during ground shaking. Thus, it makes consideration of the vertical excitation in the design and analysis phase inevitable, especially for structures in those regions where vertical ground accelerations are more pronounced. In this study a model for the prediction of increase in base shear due to vertical motion for friction pendulum isolated structures is proposed. A simple single friction pendulum isolator system is utilized with the assumption of rigid superstructure on top and subjected to a hundred earthquake ground motions with different characteristics. A multi-layer perceptron model with three layers is utilized, and a simple computer program, which is open-source, is prepared to construct probability curves. With the help of the program, within the range of the considered structural parameters in the study, probability curves related to increase in base shear, maximum isolator displacement and residual isolator displacement can be constructed, and designers can have a rough estimation on modification of these parameters due to vertical ground motion.

Anahtar Kelimeler

Kaynakça

  1. 1. Abadi, M., Agarwal, A., Barham, P., Brevdo, E., Chen, Z., Citro, C., Corrado, G. S., Davis, A., Dean, J., Devin, M., Ghemawat, S., Goodfellow, I., Harp, A., Irving, G., Isard, M., Jozefowicz, R., Jia, Y., Kaiser, L., Kudlur, M., Levenberg, J., Mané, D., Schuster, M., Monga, R., Moore, S., Murray, D., Olah, C., Shlens, J., Steiner, B., Sutskever, I., Talwar, K., Tucker, P., Vanhoucke, V., Vasudevan, V., Viégas, F., Vinyals, O., Warden, P., Wattenberg, M., Wicke, M., Yu, Y., and Zheng. X. (2015) TensorFlow: Large-scale machine learning on heterogeneous systems, Software available from tensorflow.org.
  2. 2. Baker J. W. (2021) Baker Reseacrh Group, Stanford University, https://web.stanford.edu/~bakerjw/gm_selection_old.html
  3. 3. Baker, J. W. and Jayaram, N. (2008) Correlation of spectral acceleration values from NGA ground motion models, Earthquake Spectra, 24(1), 299-317. doi: 10.1193/1.2857544
  4. 4. Baker, J. W., Lin, T., Shahi, S. K. and Jayaram, N. (2011) New ground motion selection procedures and selected motions for the PEER Transportation Research Program, PEER Technical Report 2011/03.
  5. 5. Cilsalar, H. and Constantinou, M. C. (2017) Effect of vertical ground motion on the response of structures isolated with friction pendulum isolators, International Journal of Earthquake and Impact Engineering, 2(2), 135-157. doi:10.1504/IJEIE.2017.089048
  6. 6. Constantinou, M., Mokha, A. and Reinhorn, A. (1990) Teflon bearings in base isolation II: Modeling, Journal of Structural Engineering, 116(2), 455-474. doi: 10.1061/(ASCE)0733-9445(1990)116:2(455)
  7. 7. Dao, N. D. and Ryan, K. L. (2020) Soil–structure ınteraction and vertical-horizontal coupling effects in buildings ısolated by friction bearings, Journal of Earthquake Engineering, 1-24. doi: 10.1080/13632469.2020.1754969
  8. 8. Dao, N. D., Ryan, K. L. and Nguyen‐Van, H. (2019) Evaluating simplified models in predicting global seismic responses of a shake table–test building isolated by triple friction pendulum bearings, Earthquake Engineering & Structural Dynamics, 48(6), 594-610. doi: 10.1002/eqe.3152

Ayrıntılar

Birincil Dil

İngilizce

Konular

İnşaat Mühendisliği

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

30 Nisan 2022

Gönderilme Tarihi

30 Haziran 2021

Kabul Tarihi

21 Ocak 2022

Yayımlandığı Sayı

Yıl 2022 Cilt: 27 Sayı: 1

Kaynak Göster

APA
Çilsalar, H. (2022). PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 27(1), 175-190. https://doi.org/10.17482/uumfd.959868
AMA
1.Çilsalar H. PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES. UUJFE. 2022;27(1):175-190. doi:10.17482/uumfd.959868
Chicago
Çilsalar, Hüseyin. 2022. “PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 27 (1): 175-90. https://doi.org/10.17482/uumfd.959868.
EndNote
Çilsalar H (01 Nisan 2022) PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 27 1 175–190.
IEEE
[1]H. Çilsalar, “PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES”, UUJFE, c. 27, sy 1, ss. 175–190, Nis. 2022, doi: 10.17482/uumfd.959868.
ISNAD
Çilsalar, Hüseyin. “PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 27/1 (01 Nisan 2022): 175-190. https://doi.org/10.17482/uumfd.959868.
JAMA
1.Çilsalar H. PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES. UUJFE. 2022;27:175–190.
MLA
Çilsalar, Hüseyin. “PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, c. 27, sy 1, Nisan 2022, ss. 175-90, doi:10.17482/uumfd.959868.
Vancouver
1.Hüseyin Çilsalar. PREDICTION MODEL FOR BASE SHEAR INCREASE DUE TO VERTICAL GROUND MOTION IN FRICTION PENDULUM ISOLATED STRUCTURES. UUJFE. 01 Nisan 2022;27(1):175-90. doi:10.17482/uumfd.959868

DUYURU:

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