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Blind modal identification of non-classically damped systems from free or ambient vibration records
, Article Earthquake Spectra ; Volume 29, Issue 4 , 2013 , Pages 1137-1157 ; 87552930 (ISSN) ; Nateghi, F ; Ghahari, S. F ; Taciroglu, E ; Sharif University of Technology
2013
Abstract
A significant segment of system identification literature on civil structures is devoted to response-only identification, simply because lack of measurements of input excitations for civil structures is a fairly common scenario. In recent years, several researchers have successfully adapted a second-order blind identification (SOBI) technique-a method originally developed for "blind source separation" of audio signals-to response-only identification of mechanical and civil structures. However, this development had been confined to fully instrumented classically damped systems. While several approaches have been proposed recently for extending SOBI to non-classically damped systems, they all...
Response-only modal identification of structures using strong motion data
, Article Earthquake Engineering and Structural Dynamics ; Volume 42, Issue 8 , 2013 , Pages 1221-1242 ; 00988847 (ISSN) ; Abazarsa, F ; Ghannad, M. A ; Taciroglu, E ; Sharif University of Technology
2013
Abstract
Dynamic characteristics of structures - viz. natural frequencies, damping ratios, and mode shapes - are central to earthquake-resistant design. These values identified from field measurements are useful for model validation and health-monitoring. Most system identification methods require input excitations motions to be measured and the structural response; however, the true input motions are seldom recordable. For example, when soil-structure interaction effects are non-negligible, neither the free-field motions nor the recorded responses of the foundations may be assumed as 'input'. Even in the absence of soil-structure interaction, in many instances, the foundation responses are not...
Blind modal identification of structures from spatially sparse seismic response signals
, Article Structural Control and Health Monitoring ; Vol. 21, issue. 5 , May , 2014 , p. 649-674 ; Abazarsa, F ; Ghannad, M. A ; Celebi, M ; Taciroglu, E ; Sharif University of Technology
2014
Abstract
Response-only identification of civil structureshas attracted much attention during recent years, as input excitations are rarely measurable for ambient vibrations. Although various techniques have been developed by which identification can be carried out using ambient responses, these techniques are generally not applicable to non-stationary excitations that structures experience during moderate-to-severe earthquakes. Recently, the authors proposed a new response-only modal identification method that is applicable to strong shaking data. This new method is highly attractive for cases in which the true input motions are unavailable. For example, when soil-structure interaction effects are...
Considering rupture directivity effects, which structures should be named 'long-period buildings'?
, Article Structural Design of Tall and Special Buildings ; Volume 22, Issue 2 , 2013 , Pages 165-178 ; 15417794 (ISSN) ; Khaloo, A. R ; Sharif University of Technology
2013
Abstract
Recorded accelerograms in the regions near active faults may have specific characteristics that inclusion of their effects on the response of structures is necessary. Of particular importance are permanent displacement, i.e. fling-step, rupture directivity pulses and high-frequency content. Several researchers have focused on the effects of rupture directivity pulses on response of structures. They have shown that long-period structures are severely affected by these types of excitations. However, in near-fault regions, the question 'which building structures are long period?' has not been clearly and quantitatively answered. In this paper, responses of 10-, 20-, 30- and 40-story steel...
Considering wave passage effects in blind identification of long-span bridges
, Article Conference Proceedings of the Society for Experimental Mechanics Series ; Volume 5 , 2013 , Pages 53-66 ; 21915644 (ISSN); 9781461465638 (ISBN) ; Ghannad, M. A ; Norman, J ; Crewe, A ; Abazarsa, F ; Taciroglu, E ; Sharif University of Technology
2013
Abstract
Long-span bridges usually experience different input excitations at their ground supports that emanate from differences in wave arrival times, and soil conditions, as well as loss of coherency in arriving waves. These spatial variations can drastically influence the dynamic response; hence, this phenomenon must be considered in any vibration-based identification method. There are numerous Multi-Input Multi-Output (MIMO) identification techniques that may be applied to data recorded at long-span bridges that experience spatial variations in their input motions. However, inertial soil-structure interaction effects severely reduce the accuracy of these techniques because the actual Foundation...
Bayesian identification of soil-foundation stiffness of building structures
, Article Structural Control and Health Monitoring ; Volume 25, Issue 3 , 2018 ; 15452255 (ISSN) ; Mahsuli, M ; Ghahari, F ; Taciroglu, E ; Sharif University of Technology
John Wiley and Sons Ltd
2018
Abstract
A probabilistic method is presented for identifying the dynamic soil-foundation stiffnesses of building structures. It is based on model updating of a Timoshenko beam resting on sway and rocking springs, which respectively represent the superstructure and the soil-foundation system. Unlike those previously employed for this particular problem, the proposed method is a Bayesian one, which accounts for the prevailing uncertainties due to modeling and measurement errors. As such, it yields the probability distribution of the system parameters as opposed to average/deterministic values. In this approach, the joint probability density function of the parameters that control the flexible-base...
Blind identification of soil-structure systems
, Article Soil Dynamics and Earthquake Engineering ; Volume 45 , February , 2013 , Pages 56-69 ; 02677261 (ISSN) ; Ghannad, M. A ; Taciroglu, E ; Sharif University of Technology
2013
Abstract
Surrounding soil can drastically influence the dynamic response of buildings during strong ground shaking. Soil's flexibility decreases the natural frequencies of the system; and in most cases, soil provides additional damping due to material hysteresis and radiation. The additional damping forces, which are in non-classical form, render the mode shapes of the soil-structure system complex-valued. The response of a soil-foundation system can be compactly represented through impedance functions that have real and imaginary parts representing the stiffness and damping of the system, respectively. These impedance functions are frequency-dependent, and their determination for different...
Study on elastic response of structures to near-fault ground motions through record decomposition
, Article Soil Dynamics and Earthquake Engineering ; Volume 30, Issue 7 , Jan , 2010 , Pages 536-546 ; 02677261 (ISSN) ; Jahankhah, H ; Ali Ghannad, M ; Sharif University of Technology
2010
Abstract
Accelerograms recorded near active faults have some important characteristics that make them different from those recorded in far-fault regions. High-frequency components in acceleration records and long-period velocity pulses are among notable specifications of such ground motions. In this paper, a moving average filtering with appropriate cut-off frequency has been used to decompose the near-fault ground motions into two components having different frequency contents: first, Pulse-Type Record (PTR) that possesses long-period pulses; second, the relatively high-frequency BackGround Record (BGR), which does not include large velocity pulses. Comparing the results with those extracted through...
Effects of soil-structure interaction on response of structures subjected to near-fault earthquake records
, Article 2008 Seismic Engineering International Conference Commemorating the 1908 Messina and Reggio Calabria Earthquake, MERCEA 2008, Reggio Calabria, 8 July 2008 through 11 July 2008 ; Volume 1020, Issue PART 1 , 2008 , Pages 642-649 ; 0094243X (ISSN); 9780735405424 (ISBN) ; Amiri, A ; Farid Ghahari, S ; Sharif University of Technology
2008
Abstract
Near-fault ground motions have notable characteristics such as velocity time histories containing large-amplitude and long-period pulses caused by forward directivity effects and acceleration time histories with high frequency content. These specifications of near-fault earthquake records make structural responses to be different from those expected in far-fault earthquakes. In this paper, using moving average filtering, a set of near-fault earthquake records containing forward directivity pulses are decomposed into two parts having different frequency content: a Pulse-Type Record (PTR) that possesses long period pulses, and a relatively high-frequency Background Record (BGR). Studying the...
Bayesian model selection considering model complexity using stochastic filtering
, Article Earthquake Engineering and Structural Dynamics ; Volume 52, Issue 10 , 2023 , Pages 3120-3148 ; 00988847 (ISSN) ; Mahsuli, M ; Ghahari, F ; Taciroglu, E ; Sharif University of Technology
John Wiley and Sons Ltd
2023
Abstract
This paper proposes a Bayesian model selection framework to determine optimal, parsimonious models for given building structures under ground motion excitation using stochastic filtering. Structural system identification at a regional scale after an earthquake is nominally a monumental task due to its inherently high computational cost. This challenge is currently addressed in the literature by using simplified structural models that bear analytical solutions, such as Timoshenko or shear beams, and shear building models. However, a low computational effort usually leads to an increased prediction error and consequently, a higher model uncertainty. This poses the dilemma of prediction...
Studying higher mode effects on the performance of nonlinear static analysis methods considering near-fault effects
, Article KSCE Journal of Civil Engineering ; Volume 17, Issue 2 , March , 2013 , Pages 426-437 ; 12267988 (ISSN) ; Moradnejad, H. R ; Rouhanimanesh, M. S ; Sarvghad Moghadam, A ; Sharif University of Technology
2013
Abstract
Daily development in civil engineering arena and the importance of economical aspects in the design of structures have motivated the engineers to shift their approaches from designing upon strength to designing upon performance. This is of more importance regarding the forces induced by earthquakes which have unpredicted and random nature. However, it is not possible to design or assess exactly the structural performance against strong ground motion using analytical methods which are applied for static loads and therefore precise dynamic analysis methods are needed. Despite significant progress in the analytical methods and engineering software, using nonlinear time history analysis is very...
Towards MPEG4 compatible face representation via hierarchical clustering-based facial feature extraction
, Article ISCI 2011 - 2011 IEEE Symposium on Computers and Informatics ; 2011 , Pages 436-441 ; 9781612846903 (ISBN) ; Mosleh, M ; Sharif University of Technology
2011
Abstract
Multi-view imaging and display systems has taken a divide and conquer approach to 3D sensing and visualization. We aim to make more reliable and robust automatic feature extraction and natural 3D feature construction from 2D features detected on a pair of frontal and profile view face images. We propose several heuristic algorithms to minimize possible errors introduced by prevalent imperfect orthogonal condition and non-coherent luminance trying to address the problems incurred with illumination discrepancies on common surface points in accommodation of multi-views. In our approach, we first extract the 2D features that are visible to both cameras in both views. Then, we estimate the...
Hybrid clustering-based 3D face modeling upon non-perfect orthogonality of frontal and profile views
, Article 2010 International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2010, 8 October 2010 through 10 October 2010, Krackow ; 2010 , Pages 578-584 ; 9781424478170 (ISBN) ; Mosleh, M ; Sharif University of Technology
2010
Abstract
Multi view imaging has attracted increasing attention recently and has become one of the potential avenues in future video systems. We aim to make more reliable and robust automatic feature extraction and natural 3D feature construction from 2D features detected on a pair of frontal and profile view face images. We propose several heuristic algorithms to minimize possible errors introduced by prevalent non-perfect orthogonal condition and non-coherent luminance. In our approach, we first extract the 2D features that are visible to both cameras in both views. Then, we estimate the coordinates of the features in the hidden profile view based on the visible features extracted in the two...
Automatic MPEG4 compatible face representation using clustering-based modeling schemes
, Article 2010 International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2010, 8 October 2010 through 10 October 2010, Krackow ; 2010 , Pages 96-102 ; 9781424478170 (ISBN) ; Mosleh, M ; Sharif University of Technology
2010
Abstract
Multi view imaging has attracted increasing attention recently and has become one of the potential avenues in future video systems. We aim to make more reliable and robust automatic feature extraction and natural 3D feature construction from 2D features detected on a pair of frontal and profile view face images. We propose several heuristic algorithms to minimize possible errors introduced by prevalent non-perfect orthogonal condition and non-coherent luminance. In our approach, we first extract the 2D features that are visible to both cameras in both views. Then, we estimate the coordinates of the features in the hidden profile view based on the visible features extracted in the two...
Dynamics of entanglement of bosonic modes on symmetric graphs
, Article Physics Letters, Section A: General, Atomic and Solid State Physics ; Volume 363, Issue 4 , 2007 , Pages 271-276 ; 03759601 (ISSN) ; Karimipour, V ; Shahrokhshahi, R ; Sharif University of Technology
Elsevier
2007
Abstract
We investigate the dynamics of an initially disentangled Gaussian state on a general finite symmetric graph. As concrete examples we obtain properties of this dynamics on mean field graphs (also called fully connected or complete graphs) of arbitrary sizes. In the same way that chains can be used for transmitting entanglement by their natural dynamics, these graphs can be used to store entanglement. We also consider two kinds of regular polyhedron which show interesting features of entanglement sharing. © 2006 Elsevier B.V. All rights reserved
Probabilistic Output-Only Identification of Soil-Structure Systems Using Shear Beam Model
, M.Sc. Thesis Sharif University of Technology ; Mahsuli, Mojtaba (Supervisor) ; Ghahari, Farid (Co-Supervisor)
Abstract
This paper proposes a novel probabilistic framework for output-only identification of a soil-structure system. The system is modeled by a vertical shear beam resting on the soil representative springs. The proposed framework estimates the unknown parameters of the system and the foundation input motion time history simultaneously, using sparsely measured responses of the structure. The unknown parameters of the system include stiffness of the sway and rocking springs, shear modulus of the beam, and the modal damping ratios of the system. These parameters are modeled as random variables whose joint probability distribution is updated in a Bayesian scheme using the observations of structural...
Probabilistic Identification of Soil-foundation Impedance Function Using Kalman Filter
,
M.Sc. Thesis
Sharif University of Technology
;
Mahsouli, Mojtaba
(Supervisor)
;
Ghahari, Farid
(Co-Supervisor)
Abstract
This paper puts forward a probabilistic approach for simultaneous identification of the dynamic stiffnesses of the soil-foundation and the foundation input motion of soil-structure systems from sparsely-measured structural responses. The soil-structure system in this approach is represented by a shear building resting on sway- and rocking-representative springs and dashpots. The proposed approach employs unknown-input extended Kalman filtering in time domain. This method is built upon Bayesian updating and accounts for two major sources of uncertainty in the problem: the process noise that account for the modeling errors and the measurement noise. In the proposed method, the state vector of...
Rapid Seismic Damage Estimation using Bayesian System Identification
, Ph.D. Dissertation Sharif University of Technology ; Mahsuli, Mojtaba (Supervisor) ; Ghahari, Farid (Co-Supervisor)
Abstract
This dissertation presents a comprehensive probabilistic framework based on system identification for rapid seismic damage assessment of buildings at regional scale. Given the large number of buildings within a region and the need for rapid damage detection, this research uses simplified models with low computational cost to model each building. For this purpose, stochastic filters are employed as system identification tools. In the first step, a continuous linear model consisting of a Timoshenko beam in combination with the extended Kalman filter is utilized. This model is subjected to joint state-parameter identification under both fixed- and flexible-base conditions. Additionally, the...
Investigating time-varying functional connectivity derived from the Jackknife Correlation method for distinguishing between emotions in fMRI data
, Article Cognitive Neurodynamics ; Volume 14, Issue 4 , 2020 , Pages 457-471 ; Farahani, N ; Fatemizadeh, E ; Motie Nasrabadi, A ; Sharif University of Technology
Springer
2020
Abstract
Investigating human brain activity during expressing emotional states provides deep insight into complex cognitive functions and neurological correlations inside the brain. To be able to resemble the brain function in the best manner, a complex and natural stimulus should be applied as well, the method used for data analysis should have fewer assumptions, simplifications, and parameter adjustment. In this study, we examined a functional magnetic resonance imaging dataset obtained during an emotional audio-movie stimulus associated with human life. We used Jackknife Correlation (JC) method to derive a representation of time-varying functional connectivity. We applied different binary measures...
Microstructure and thermochromic properties of VOX–WOX–VOX ceramic thin films
, Article Applied Physics A: Materials Science and Processing ; Volume 122, Issue 3 , 2016 , Pages 1-5 ; 09478396 (ISSN) ; Araghi, H ; Ghahari, M ; Faghihi Sani, M. A ; Sharif University of Technology
Springer Verlag
2016
Abstract
W-doped VO2 films have been synthesized via oxygen annealing of V–W–V (vanadium–tungsten–vanadium) multilayered films. The effects of middle layer’s thickness of V–W–V multilayered film on structure and properties of VOX–WOX–VOX ceramic thin films were investigated. The as-deposited V–W–V multilayered film showed amorphous-like structure when mixed structure of VO2 (M) and VO2 (B) was formed in VOX–WOX–VOX ceramic thin films. Tungsten content of VOX–WOX–VOX ceramic thin films increased with increasing middle layer’s thickness. With increasing middle layer’s thickness, room temperature square resistance (Rsq) of VOX–WOX–VOX ceramic thin films increased from 65 to 86 kΩ/sq. The VOX–WOX–VOX...