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    Evaluating two Model-Free data Interpertation Method for Measurments that are Influenced by Noise and Environmental Variations

    , M.Sc. Thesis Sharif University of Technology Sedighi, Sasan (Author) ; Abedian, Ali (Supervisor)
    Abstract
    Interpreting data of infrastructures monitored to detect damage of a structural is one of the most challenging issues of structural health monitoring (SHM). Especially, when environmental factors such as temperature, wind and humidity affect the data and the situation become more complicated. In this study, two methods of analysis free model of moving principal components analysis (MPCA) and robust regression analysis (RRA) have recently been considered for monitoring infrastructures compared with a variety of methods of data interpretation and results are presented. In this study, the performance of different ways in different loading conditions and arrangement of sensors have been... 

    A new dynamic procedure for evaluation of steel storage tanks under multidirectional seismic excitations

    , Article KSCE Journal of Civil Engineering ; Vol. 18, Issue. 6 , 2014 , pp. 1696-1703 ; ISSN: 12267988 Alembagheri, M ; Sharif University of Technology
    Abstract
    Endurance Time (ET) method is a new dynamic procedure that has been recently developed for seismic safety evaluation of structures. This method is based on the comparison of seismic response of new-designed or existing structures under intensifying ET records with the pre-assigned damage index. Also this method can efficiently reproduce the seismic responses of the structures excited by scaled earthquakes that are required in time history analysis by the codes. In this paper, first general idea of this new method is described and then is applied to evaluate the seismic safety of a cylindrical steel storage tank under multidirectional excitations. It is shown that the ET method can predict... 

    Risk based seismic assessment of structures

    , Article Advances in Structural Engineering ; Volume 16, Issue 2 , 2013 , Pages 307-314 ; 13694332 (ISSN) Khaloo, A ; Tonekaboni, M ; Sharif University of Technology
    2013
    Abstract
    In this paper a new approach to risk based seismic assessment of structures is proposed based on acceptable risk levels. In this approach, the probabilistic seismic vulnerability, predicted lifetime of structure, importance and knowledge factors are considered in the evaluation process. Park & Ang damage index is used to quantify damage states of structure. By performing several incremental dynamic analyses, all damage states of structure from minor to heavy and collapse are considered under all possible ground motions. The structural risk level and the necessity of seismic retrofit measures are specified by seismic risk index of structure. This probabilistic performance based method is... 

    Detection of delamination in composite laminated plates using filtered mode shapes

    , Article Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science ; Volume 226, Issue 12 , 2012 , Pages 2902-2911 ; 09544062 (ISSN) Bazardehi, S. R. K ; Kouchakzadeh, M. A ; Sharif University of Technology
    2012
    Abstract
    Filtered mode shapes are used to detect the presence, location, size and shape of the delaminations in composite laminated plates with various boundary conditions. This method is the extension of a previous study by the authors on the delamination detection in the beams using irregularities of the mode shapes. The mode shapes are filtered to separate the smooth and irregular parts. Presence and situation of delamination affects these separated parts, and these effects are used to detect the delamination. Here, two new indicators, named 'slope of smooth part' and 'irregularities in the slope of smooth part', are introduced to increase the clarity of detected damage and reduce the noisy... 

    Modelling correlation between hot working parameters and flow stress of IN625 alloy using neural network

    , Article Materials Science and Technology ; Volume 26, Issue 5 , Jul , 2010 , Pages 621-625 ; 02670836 (ISSN) Montakhab, M ; Behjati, P ; Sharif University of Technology
    2010
    Abstract
    In this work, an optimum multilayer perceptron neural network is developed to model the correlation between hot working parameters (temperature, strain rate and strain) and flow stress of IN625 alloy. Three variations of standard back propagation algorithm (Broyden, Fletcher, Goldfarb and Shanno quasi-Newton, Levenberg-Marquardt and Bayesian) are applied to train the model. The results show that, in this case, the best performance, minimum error and shortest converging time are achieved by the Levenberg-Marquardt training algorithm. Comparing the predicted values and the experimental values reveals that a well trained network is capable of accurately calculating the flow stress of the alloy... 

    Seismic evaluation of cemented material dams - A case study of tobetsu dam in Japan

    , Article Earthquake and Structures ; Volume 10, Issue 3 , 2016 , Pages 717-733 ; 20927614 (ISSN) Arefian, A ; Noorzad, A ; Ghaemian, M ; Hosseini, A ; Sharif University of Technology
    Techno Press  2016
    Abstract
    Trapezoidal Cemented Sand and Gravel Dam, namely Trapezoid CSG, is a new type of dam. Due to lack of dynamic studies in the field of CSG dam, this research was performed to analyze Trapezoidal CSG dam using dynamic Finite element method with ABAQUS Software. To investigate possible earthquake-induced damages, fragility curves are plotted based on damage index, the length of the cracks created at the dam base and the area of cracked elements in the dam. The seismic analysis indicated that minimum and maximum tensions are generated in the heel and toe of the dam, respectively. According to the fragility curves, with increase in PGA, the possibility of the exceeding the defined limit state is... 

    Modal-based damage identification for the nonlinear model of modern wind turbine blade

    , Article Renewable Energy ; Volume 94 , 2016 , Pages 391-409 ; 09601481 (ISSN) Rezaei, M. M ; Behzad, M ; Moradi, H ; Haddadpour, H ; Sharif University of Technology
    Elsevier Ltd 
    Abstract
    In this paper, the modal-based indices are used in damage identification of the wind turbine blade. In contrast of many of previous researches, the geometric nonlinearity due to the large structural deformation of the modern wind turbines blade is considered. In the first step, the finite element model (FEM) of the rotating blade is solved to obtain the modal features of the deformed structure under operational aerodynamic loading. Next, the accuracy and efficiency of the various modal-based damage indices including the frequency, mode shape, curvature of mode shape, modal assurance, modal strain energy (MSE) and the difference of indices (between the intact and damaged blades) are... 

    Restoration of historical Al-Askari shrine. I: Field observations, damage detection, and material properties

    , Article Journal of Performance of Constructed Facilities ; Volume 30, Issue 3 , 2016 ; 08873828 (ISSN) Yekrangnia, M ; Aghababai Mobarake, A ; Sharif University of Technology
    American Society of Civil Engineers (ASCE) 
    Abstract
    The Al-Askari shrine, located in Samarra, Iraq, is a remarkable example of a building with ancient Islamic architecture and construction that was heavily damaged by massive bombings. The bombings were carried out by two separate terrorist attacks in 2006 and 2007. This paper summarizes the important undertakings in the identification of shrine buildings in terms of structural and architectural background and characteristics, damage classification and monitoring, site conditions and material properties. Moreover, the shortcomings of a series of previously performed partial restorations are elaborated upon. The results and findings of this study can be utilized as database in other numerical... 

    Investigation of damages in RC frames under near field earthquakes using a damage index

    , Article International Journal of Structural Stability and Dynamics ; Volume 16, Issue 2 , 2016 ; 02194554 (ISSN) Zinati Yazdi, S. M ; Kazemi, M. T ; Sharif University of Technology
    World Scientific Publishing Co. Pte Ltd 
    Abstract
    Heavy damages on structures caused by near field earthquakes in recent years has brought serious attention to this problem. An examination of previous records has shown significant differences for near field earthquakes, including a large energy pulse, unlike far field earthquakes. But as a general rule, the effects of near field earthquakes have been ignored in most building codes. The purpose of this paper is to investigate the effect of near field earthquakes on reinforced concrete (RC) moment frames. To achieve this goal, the Erduran damage index, an efficient way to calculate damage, was employed to analyze two 4- and 8-story RC moment frame buildings. The buildings with moderate and... 

    Damage estimation of steel moment-resisting frames by endurance time method using damage-based target time

    , Article Journal of Earthquake Engineering ; 2017 , Pages 1-30 ; 13632469 (ISSN) Maleki Amin, M. J ; Estekanchi, H. E ; Sharif University of Technology
    Taylor and Francis Ltd  2017
    Abstract
    In endurance time method, seismic performance of structures under artificial intensifying accelerograms is investigated. In this method, the time duration of excitation (target time) will be assigned on the basis of linear response spectra. Damage spectra, which are the variation of a damage index versus the system period, can be used effectively to modify the target time of the excitations. In this research, various damage indices for a number of steel moment frames are estimated using the endurance time method with two types of target time, and the results are compared with those corresponding to the scaled real earthquakes. It is observed that damage estimation of the frames via the... 

    Damage estimation of steel moment-resisting frames by endurance time method using damage-based target time

    , Article Journal of Earthquake Engineering ; Volume 22, Issue 10 , 2018 , Pages 1806-1835 ; 13632469 (ISSN) Maleki Amin, M. J ; Estekanchi, H. E ; Sharif University of Technology
    Taylor and Francis Ltd  2018
    Abstract
    In endurance time method, seismic performance of structures under artificial intensifying accelerograms is investigated. In this method, the time duration of excitation (target time) will be assigned on the basis of linear response spectra. Damage spectra, which are the variation of a damage index versus the system period, can be used effectively to modify the target time of the excitations. In this research, various damage indices for a number of steel moment frames are estimated using the endurance time method with two types of target time, and the results are compared with those corresponding to the scaled real earthquakes. It is observed that damage estimation of the frames via the... 

    Optimum placement of gas detectors considering voting strategy with different detection set points

    , Article Journal of Loss Prevention in the Process Industries ; Volume 55 , 2018 , Pages 53-60 ; 09504230 (ISSN) Rad, A ; Rashtchian, D ; Eghbal Ahmadi, M. H ; Sharif University of Technology
    Elsevier Ltd  2018
    Abstract
    Voting logic or k out of p redundancy is widely used in safety systems to meet two key objectives: enhancing reliability and reducing spurious performance. Even so, in designing gas detector systems especially of flammable gas type, it is a common engineering practice to consider at least two different detection levels in addition to normal voting. Under such circumstances, the presence of gas is confirmed if sensed by two detectors at two different concentrations: one at a low level and another one in the same voting network at a high level. Existing formulations for optimal placement of gas detectors do not consider this type of voting. In this study, first the general form of multi-level... 

    Damage identification in multi-step waveguides using Lamb waves and scattering coefficients

    , Article Archive of Applied Mechanics ; Volume 88, Issue 6 , June , 2018 , Pages 1009-1026 ; 09391533 (ISSN) Ghadami, A ; Behzad, M ; Mirdamadi, H. R ; Sharif University of Technology
    Springer Verlag  2018
    Abstract
    Damage detection in uniform structures has been studied in numerous previous researches. However, damage detection in non-uniform structures is less studied. In this paper, a damage detection algorithm for identifying rectangular notch parameters in a stepped waveguide using Lamb waves is presented. The proposed algorithm is based on mode conversion and scattering phenomena because of interaction of Lamb wave modes with defects. The analysis is divided into two steps: notch localization and notch geometry detection. The main advantage of this method is its ability to detect all of the notch parameters in a waveguide with arbitrary number of step discontinuities. The method is applied to a... 

    Use of delay and sum for sparse reconstruction improvement for structural health monitoring

    , Article Journal of Intelligent Material Systems and Structures ; Volume 30, Issue 18-19 , 2019 , Pages 2919-2931 ; 1045389X (ISSN) Nokhbatolfoghahai, A ; Navazi, H. M ; Groves, R. M ; Sharif University of Technology
    SAGE Publications Ltd  2019
    Abstract
    To perform active structural health monitoring, guided Lamb waves for damage detection have recently gained extensive attention. Many algorithms are used for damage detection with guided waves and among them, the delay-and-sum method is the most commonly used algorithm because of its robustness and simplicity. However, delay-and-sum images tend to have poor accuracy with a large spot size and a high noise floor, especially in the presence of multiple damages. To overcome these problems, another method that is based on sparse reconstruction can be used. Although the images produced by the sparse reconstruction method are superior to the conventional delay-and-sum method, it has the challenges... 

    On the vulnerability of the Shrine of Prophet Daniel through field observation and numerical simulation

    , Article Engineering Failure Analysis ; Volume 102 , 2019 , Pages 237-259 ; 13506307 (ISSN) Khaloo, A ; Khoshnevis, A ; Yekrangnia, M ; Sharif University of Technology
    Elsevier Ltd  2019
    Abstract
    The Shrine of Prophet Daniel, located in the south-western part of Iran, represents one of the great examples of the pure brick cultural heritage buildings. This study summarizes the historical background of the shrine building. The structural parts of the building are covered in detail. The existing damages to different parts of the building are classified and the cause of each damage type is elaborated. Several in-situ and laboratory standard tests were carried out to determine the most important material characteristics of the building. Field observations and tests results prove that the building has mostly suffered from the ascending moisture which caused foundation settlement and... 

    Damage detection of L-shaped beam structure with a crack by electromechanical impedance response: analytical approach and experimental validation

    , Article Journal of Nondestructive Evaluation ; Volume 39, Issue 2 , 2020 Hamzeloo, S. R ; Barzegar, M ; Mohsenzadeh, M ; Sharif University of Technology
    Springer  2020
    Abstract
    Damage detection and structural health monitoring using the electromechanical impedance method has been accepted as an effective technique between various approaches of nondestructive evaluation. Many efforts have been made on experimental methods for obtaining the impedance of structures. However, expensive experimental methods encourage researchers to develop theoretical models. In this paper, a new theoretical model is developed for damage detection of L-shaped beams, which are basic components in frame structures, with an embedded piezoelectric wafer active sensor. For this purpose, a chirp signal of voltage is used to activate a piezoelectric patch for inducing local strains that lead... 

    Strength and stiffness estimation of damaged reinforced concrete shear walls using crack patterns

    , Article Structural Control and Health Monitoring ; Volume 27, Issue 4 , February , 2020 Madani, H. M ; Dolatshahi, K. M ; Sharif University of Technology
    John Wiley and Sons Ltd  2020
    Abstract
    The purpose of this paper is to estimate the stiffness and strength of damaged rectangular reinforced concrete shear walls after an earthquake using surface crack patterns. Assessing the damage severity of buildings after an earthquake is an important part of the emergency inspection operation of buildings. Expert inspectors tag buildings into two categories of safe or unsafe that are usually affected by subjective decisions, which may result in catastrophic events reported in previous earthquakes. In this research, an extensive database on the images of damaged rectangular reinforced concrete shear walls (RCSWs) is collected and used to develop predictive equations for updated stiffness and... 

    Using the hybrid DAS-SR method for damage localization in composite plates

    , Article Composite Structures ; Volume 247 , 2020 Nokhbatolfoghahai, A ; Navazi, H. M ; Groves, R. M ; Sharif University of Technology
    Elsevier Ltd  2020
    Abstract
    In this paper, the hybrid Delay-And-Sum (DAS) with Sparse Reconstruction (SR) method was further developed for damage location in composite plates. In composite materials, anisotropy leads to some challenges in using conventional damage location methods, which are developed for isotropic materials. In the hybrid DAS-SR method, the DAS and SR methods were combined as a complement of each other. To investigate the DAS-SR method for composite structures, the group velocity of the travelling wave for different directions was first measured experimentally via PZTs. The DAS and SR formulations were then modified to be compatible with the direction-dependent group velocities. The results show that... 

    Analytical model of the electro-mechanical impedance response of frame structures with L-shaped beams

    , Article Research in Nondestructive Evaluation ; Volume 31, Issue 3 , 2 January , 2020 , Pages 187-202 Mohsenzadeh, M ; Hamzeloo, S. R ; Barzegar, M ; Pourkamali Anaraki, A ; Sharif University of Technology
    Taylor and Francis Inc  2020
    Abstract
    The electro-mechanical impedance (EMI) method has been accepted as an effective technique for detecting damages in the Structural health monitoring (SHM). EMI at any point of the structure depends on material properties, geometry and boundary conditions that all appears in dynamic stiffness of the structure. In spite of the expensive experimental methods for measuring the mechanical impedance, or the cheaper one electromechanical impedance, of structures, various analytical methods could be substitutions for them. In this paper, an analytical method is developed to obtain the EMI response of L-shaped beams through calculating the dynamic stiffness of the structure. To verify the model, an... 

    Damage assessment of RC arch structures using fractal analysis of crack patterns

    , Article Nondestructive Characterization and Monitoring of Advanced Materials, Aerospace, Civil Infrastructure, and Transportation XV 2021, 22 March 2021 through 26 March 2021 ; Volume 11592 , 2021 ; 0277786X (ISSN); 9781510640139 (ISBN) Kazemian, A ; Khaloo, A ; Sharif University of Technology
    SPIE  2021
    Abstract
    Surface crack patterns can easily show the behavior of concrete elements and structures. However, visual damage inspection performed by experts is a subjective approach and is prone to inaccuracies. The quantification makes this process objective and more reliable. In that regards, the maximum crack width is used as a practical measurement. It has been shown that the crack width is not a good indicator of damage due to its inherent uncertainties; In fact, it might bounce back after unloading. As such, a dimensionless parameter so-called Fractal Dimension has been introduced as a robust index that can quantify the complexity of crack distribution efficiently. The present study aims to...