Reducing the Cost of Calculations for Incremental Dynamic Analysis
of Building Structures Using the Discrete Wavelet Transform
Masoud Dadkhah
a
, Reza Kamgar
b
, and Heisam Heidarzadeh
b
a
Master of Science Student, Shahrekord University, Shahrekord, Iran;
b
Department of Civil Engineering, Faculty of
Engineering, Shahrekord University, Shahrekord, Iran
ABSTRACT
The method of incremental dynamic analysis (IDA) is one of the most
accurate nonlinear seismic analyses. IDA is a time-consuming method and
has a high computational cost. Also, an IDA curve should be obtained from
the building analysis subjected to a series of earthquakes that should cover
all regions of the structural responses. In this paper, the discrete wavelet
transform is used to solve these problems. The results showed that the use of
the fltered records reduces the computational cost and time about 87.4%
and 73%, respectively, while the maximum error is just about 7.6%.
ARTICLE HISTORY
Received 16 November 2019
Accepted 16 July 2020
KEYWORDS
Incremental dynamic
analysis; discrete wavelet
transform; nonlinear
dynamic analysis; opensees;
modified
Ibarra-Medina-Krawinkler;
tall buildings
1. Introduction
Incremental dynamic analysis (IDA) is a seismic analysis method with high-precision and high
computational volume that is used to evaluate the seismic performance of the structures subjected
to earthquakes with different severity (Huang, Ren, and Li 2017; Moradi, Alam, and Asgarian 2014;
Zhou et al. 2017). In the method of IDA, a set of earthquakes is selected and applied to the structures.
The capacity of the structure can be expressed in terms of different intensities of the earthquake. One
of the main advantages of this analysis method is its probabilistic realm based on the performance of
the structure. IDA has a high ability that can show the behavior of the structure from the linear state to
the yield state. Also, it could depict the instability of structures when they go into the nonlinear region.
But, IDA takes a lot of time and energy because of the number of analyses (Han and Chopra 2006;
Vamvatsikos and Cornell 2002). This is problematic, especially in high-rise structures (Gholizadeh
and Fattahi 2014; Rahgozar et al. 2014, 2015) with many degrees of freedom (Kamgar et al. 2020;
Kamgar and Rahgozar 2017, 2019; Kamgar and Saadatpour 2012; Kaveh, Kabir, and Bohlool 2019;
Kaveh and Mahjoubi 2019; Mohammadnejad and Haji Kazemi 2017; Mohammadnejad and Kazemi
2018; Tavakoli, Kamgar, and Rahgozar 2018, 2019). Therefore, researchers have always been investi-
gating to reduce the required time for IDA. Some of these studies have led to the estimation of the
dynamic responses of multi-degrees of freedom of structures based on the dynamic responses of the
structure with an equivalent degree of freedom (Dolšek and Fajfar 2005; Han and Chopra 2006;
Vamvatsikos and Cornell 2002, 2005, 2006) or simple mathematical methods (Alavi and Rahgozar
2019; Rahgozar, Ahmadi, and Sharifi 2010; Rahgozar and Sharifi 2009). These methods restrict the
accuracy of IDA since they use the response of an equivalent single degree of freedom system. In the
meantime, some researchers used optimization methods to reduce the computational cost of IDA
(Azarbakht and Dolšek 2007, 2010; Cooper, Seiford, and Tone 2007; Iervolino and Cornell 2005; Luco
and Bazzurro 2007). It should be noted that several time-integration methods could be used in the
numerical solution of dynamics problems (Kamgar and Rahgozar 2016). The accuracy and speed of
CONTACT Reza Kamgar Kamgar@eng.sku.ac.ir Department of Civil Engineering, Faculty of Engineering, Shahrekord
University, Shahrekord, Iran
JOURNAL OF EARTHQUAKE ENGINEERING
https://doi.org/10.1080/13632469.2020.1798830
© 2020 Taylor & Francis Group, LLC