Journal of Structural and Construction Engineering

Journal of Structural and Construction Engineering

Seismic Performance of Reinforced Concrete and Steel Moment Frames under Successive shocks: Evaluation and Estimation of Deflection Amplification Factor using Artificial Neural Network

Document Type : Original Article

Authors
1 Assistant Professor, Department of Civil Engineering, Tafresh University, 39518-79611, Tafresh, Iran
2 MSc Student, School of Civil Engineering, Iran University of Science and Technology, Tehran, Iran
3 Professor, Natural Disasters Prevention Research Center, School of Civil Engineering, Iran University of Science & Technology, Tehran, IRAN
Abstract
Structures in seismic active zones are often exposed to earthquakes that occur consecutively in a short time together. Therefore, there is not enough time to repair, rebuild or evacuate the damaged structures under the first shock before the second shocks. Despite what is often assumed by seismic design codes, the designed structures based on a single design earthquake are not capable of predicted service and performance. Considering the high damage potential of successive earthquakes, the seismic performance of RC and steel moment frames under successive shocks has been evaluated by comparing the deflection amplification factor (Cd) in the present paper. In this regard, nonlinear dynamic analysis has been performed for three steel and RC frames with 3, 7, and 11 stories under single and consecutive critical earthquakes. The results indicate that the seismic sequence phenomenon can lead to an increase in Cd for the studied frames. Average Cd for RC and steel frames under single shocks is equal to 3.5 and 3.4 and for consecutive shocks is 3.7 and 4. Also, the largest increase in Cd was about 15% for the 3-story steel frame.In the next step, for more comprehensively investigation of the seismic performance of the studied frames, an ideal artificial neural network is designed and after the sensitivity analysis of the maximum Cd factor, empirical equations are presented to estimate this parameter with acceptable accuracy.
Keywords

Subjects


[1] Uang, C. (1991). Establishing R (or Rw) and Cd Factors for Building Seismic Provisions. Journal of Structural Engineering, 117(1): 19–28, doi: 10.1061/(asce)07339445(1991)117:1(19).
[2] Rajabi Soheyli, R., Rajabi, E., and Golestani, Y. (2023). Evaluation of Deflection Amplification Factor for Special Moment-Resisting Frame with Shear Wall under Critical Strong Ground Motions with/without Successive Shocks. Journal of Structural and Construction Engineering, 9(11): 28-49.
[3] Iranian Code of Practice for Seismic Resistant Design of Buildings. 2014. Standard No. 2800, 4th Revision, Building and Housing Research Center, Iran. (in Persian).
[4] ASCE7-16. (2016). Minimum Design Loads and Associated Criteria for Buildings and Other Structures (7-16), American Society of Civil Engineers.
[5] Zahedi, M. J., and Saffari, H. (2022). A novel displacement amplification factor (Cd) for steel moment-resisting frames based on performance, Structures, 46: 382–394, 2022, doi: 10.1016/j.istruc.2022.10.048.
[6] Li, S., Liang, W. G., Gao, D. X., and Pan, X. Z. (2022). Response modification factor and displacement amplification factor of K-shaped eccentrically braced high-strength steel frames. Journal of Asian Architecture and Building Engineering, 21(6), 2399-2425, DOI: 10.1080/13467581.2021.1974026.
[7] Shen, L., Rong-Rong, L., De-Fa, W., Xiu-Zhen, P., and Hong-Chao, G. (2021). Response Modification Factor and Displacement Amplification Factor of Y-Shape Eccentrically Braced High-Strength Steel Frames. International Journal of Steel Structures, 21(5): 1823-1844. Doi: 10.1007/s13296-021-00537-3.
[8] Mahmoudi, M., and Jalili Sadrabad, M. (2021). Assessment on the deflection amplification factor of steel buckling-restrained bracing frames. Advances in Structural Engineering, 25(2): https://doi.org/10.1177/13694332211043983.
[9] Taghinezhad, R., Taghinezhad, A., Mahdavifar, V., and Soltangharaei, V. (2017). Numerical Investigation of Deflection Amplification Factor in Moment Resisting Frames Using Nonlinear Pushover Analysis. International Journal of Innovations in Engineering and Science, 2(12), www.ijies.net.
[10] ASCE/SEI 7-10. Minimum Design Loads for Buildings and Other Structures.  American Society of Civil Engineers, www.pubs.asce.org.
[11] Samimifar, M., Oskouei, A. V., and Rofooei, F. R. (2015). Deflection amplification factor for estimating seismic lateral deformations of RC frames. Earthquake Enginering and Engineering Vibration, 14(2): 373-384, doi: 10,1007/s0029-015-11803-y.
[12] Rajabi, E., and Ghodrati Amiri, G. (2020). Generation of critical aftershocks using stochastic neural networks and wavelet packet transform. Journal of Vibration and Control, 26(5-6): 331-351. doi:10.1177/1077546319879536.
[13] Abdollahzadeh, G., Omranian, E., and Vahedian, V. (2018). Application of the artificial neural network for predicting mainshock-aftershock sequences in seismic assessment of reinforced concrete structures. Journal of Earthquake Engineering 24: 1–27.
[14] Zhou, Z., Han, M., Dong, Y., and Yu, X. (2023). Seismic resilience of corroded mid-rise reinforced concrete structures under mainshock-aftershock sequences. Engineering Structures, 288, 116192. https://doi.org/10.1016/j.engstruct.2023.116192.
[15] Rajabi, E., and Ghodrati Amiri, G. (2021). Behavior Factor Prediction Equations for Reinforced Concrete Frames under Critical Mainshock-Aftershock Sequences Using Artificial Neural Networks, Sustainable and Resilient Infrastructure, DOI: 10.1080/23789689.2021.1970301.
[16] Yu, X., Zhou, Z., Du, W., and Lu, D. (2021). Development of fragility surfaces for reinforced concrete buildings under mainshock-aftershock sequences. Earthquake Engineering and Structural Dynamics, 50 (15): 3981-4000. https://doi.org/10.1002/eqe.3542.
[17] Di Sarno, L., and Wu, J. R. (2021). Fragility assessment of existing low-rise steel moment-resisting frames with masonry infills under mainshock-aftershock earthquake sequences. Bulletin Earthquake Engineering, 19: 2483–2504. https://doi.org/10.1007/s10518-021-01080-6.
[18] Oggu, P., and Gopikrishna, K. (2020). Assessment of three-dimentional RC moment resisting frames under repeated earthquakes. Structures, 26: 23-36. Doi: https://doi.org/10,1016/j.istruc.2020,03,039.
[19] Turchetti, F., Tubaldi, E., and Patelli, E. (2023). Damage modeling of a bridge pier subjected to multiple earthquakes: a comparative study. Bulletin Earthquake Engineering, 21, 4541–4564 (2023). https://doi.org/10.1007/s10518-023-01678-y.
[20] Basim, M., Pourreza, F., Mousazadeh, M., and Akbari Hamed, A. (2022). The effects of modeling uncertainties on the residual drift of steel structures under mainshock-aftershock sequences. Structures, 36: 912-926, https://doi.org/10.1016/j.istruc.2021.12.050.
[21] Moradiyan, M., Pachideh, G., and Moshtagh, A. (2022). Study of seismic behavior and development of fragility curves of divergent braced frames under successive earthquakes. Journal of Structural and Construction Engineering, 8(4): 156-175.
[22] Rajabi, E., and Golestani, Y. (2023). Study of steel buildings with LCF system under critical mainshock-aftershock sequence: Evaluation of fragility curves and estimation of the response modification factor by artificial intelligence. Structures, 56: 105044. https://doi.org/10.1016/j.istruc.2023.105044.
[23] Kosarzadeh, H., and Poursha, M. (2023). Seismic evaluation of vertically irregular RC frames subjected to mainshock-aftershock sequences of near-fault and far-fault ground motions. Structures, 49: 1130-1156. https://doi.org/10.1016/j.istruc.2023.01.102.
[24] Khoshkroodi, A., Parvivi Sani, H., and Aajami, M. (2023). Prediction of deterioration components in reinforcement concrete columns using machine learning techniques. Sharif Journal of Civil Engineering, 39.2(1), pp. 15-22. doi: 10.24200/j30.2022.60697.3116.
[25] Hagan, M. (2014). Neural Network Design. 2nd Edition, eBook. Oklahoma State University Stillwater, Oklahoma. OVERHEADS and DEMONSTRATION PROGRAMS can be found at the following website: hagan.okstate.edu/nnd.html. (2014).
[26] Opensees, (2006). OpenSees Command Language Manual. Open System for Earthquake Engineering Simulation. Mazzoni, S., McKenna, F., Scott. M. H., Fenves, G. L. Available at  http://opensees.berkeley.edu/.
[27] Shakouri, A., Ghodrati Amiri, G., and Salehi, M. (2021). Effects of ductility and connection design on seismic responses of base-isolated steel moment-resisting frames. Soil Dynamics and Earthquake Engineering, 143(2021)106647. https://doi.org/10.1016/j.soildyn.2021.106647.
[28] Ibarra. L. F., Media, R. A., and Krawinkler, H.  (2005). Hysteretic models that incorporate strength and stiffness deterioration. Earthquake Engineering and Structural dynamics. 34:1489–1511.
 [29] Kheyroddin1, A., Gholhaki, M., and Pachideh, G. (2019). Seismic Evaluation of Reinforced Concrete Moment Frames Retrofitted with Steel Braces Using IDA and Pushover Methods in the Near-Fault Field. Journal of Rehabilitation in Civil Engineering, 7-1 (2019) 159-173.
[30] Rajeev, P., and Tesfamariam, S. (2012). Seismic fragilities of non-ductile reinforced concrete frames with consideration of soil structure interaction. Soil Dynamics and Earthquake Engineering, 40: 78–86. https://doi.org/10.1016/j.soildyn.2012.04.008.
[31] Moehle, J. K., Mahin, S., and Bozorgnia, Y. (2010). Modeling and Acceptance Criteria for Seismic Design and Analysis of Tall Buildings. PEER/ATC-72-1. Repared by APPLIED TECHNOLOGY COUNCIL Courtesy of Joseph Maffei, Rutherford and Chekene, San Francisco, California.
[32] Barbosa, A. R., Ribeiro, F. L. A., and Neves, L. A. C. (2017). Influence of earthquake ground-motion duration on damage estimation: application to steel moment resisting frames. Earthquake Engineering and Structural Dynamics, 46(1): 27–49, 2017.
[33] Ghodrati Amiri, G., and Rajabi, E. (2017). Damage Evaluation of Reinforced Concrete and Steel Frames under Critical Successive Scenarios. International Journal of Steel Structures, 17(4): 1495-1514 (2017).
[34] Vamvatsikos, D., and Cornell, C. A. (2002). Incremental dynamic analysis. Earthquake Engineering and Structural Dynamics, 31:491–514 (DOI: 10.1002/eqe.141).
[35] Abdollahzadeh, G., Mohammadgholipour, A., and Omranian, E. (2019). Seismic Evaluation of Steel Moment Frames Under Mainshock–Aftershock Sequence Designed by Elastic Design and PBPD Methods. Journal of Earthquake Engineering, 23(10): 1605-1628. Doi: 10.1080/13632469.2 11701387198.
[36]  Hancock, J., Bommer, J. J., and Stafford, P. J. (2008). Numbers of scaled and matched accelerograms required for inelastic dynamic analyses. Earthquake Engineering and Structural Dynamic, 2008; 37:1585–1607. DOI: 10.1002/eqe.827.www.interscience.wiley.com.
[37] Afsar Dizaj, E., Salami, M. R., and Kashani, M. M. (2022). Seismic vulnerability assessment of ageing reinforced concrete structures under real mainshock-aftershock ground motions, Structure and Infrastructure Engineering, 18(12): 1674–1690, doi: 10.1080/15732479.2021.1919148.

  • Receive Date 31 July 2023
  • Revise Date 06 October 2023
  • Accept Date 17 November 2023