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    Development of Seismic Fragility Curves for Reinforced Concrete Tall Buildings

    , M.Sc. Thesis Sharif University of Technology Ansari, Mojtaba (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    This study focuses on the risk assessment of reinforced concrete tall buildings subjected to ground motion excitation. In order to assess the vulnerability of tall buildings, twelve-, and twenty-four-story four-bay reinforced concrete moment resisting frames are studied. This evaluation is done through developing fragility curves. These fragility curves provide the probability of exceeding the multiple damage states for a given intensity (e.g. CAV) of ground motion excitation. To develop the fragility curves, a great number of nonlinear dynamic analyses were conducted in the open-source platform OpenSees. Since the PEER Guidelines for Performance-Based Seismic Design of tall buildings (PEER,... 

    Functional Assessment of Passive Seismic Base Isolation Systems Considering the Effect of Seismic Risk

    , M.Sc. Thesis Sharif University of Technology Bijari, Hossein (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    The main goal of this study is to calculate the probability of exceedance from each level of failure zone. Seismic base isolation systems are one of the effective method to reduce seismic response of structures. This system helps to improve structural behavior by reducing acceleration and relative displacement of story. On the other hand, the main problem is to increase the base displacement of building. To solve this, these systems are used with passive or semi-active control systems. This type of system has benefits of both passive ad semi-active control simultaneously. Base isolation is less effective in tall structures due to the flexural and shear behavior. In this study Haselton... 

    The Effect of Earthquake Repeated Cycles in Performance Based Design Methodology Utilizing Energy Concept

    , M.Sc. Thesis Sharif University of Technology Keshavarzi, Behrooz (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    Due to structural and nonstructural damage after the occurrence of Northridge 1994 and Kobe 1995 earthquakes, Seismic design basics was modified and philosophy of performance based design was suggested. In this novel solution, Predefined limitations are considered. Performance criteria were usually related to displacement or other correlated factors such as hinge plastic rotation. All the mentioned limitations are related to different damage states.Most of the codes and articles use following assumptions for assessing structural performance: 1) considering first vibrational mode for structural response to any seismic excitation regardless of seismic input acceleration records or structural... 

    Damage Localization and Quantification Assessment in Structures Using Probabilistic Model Updating

    , M.Sc. Thesis Sharif University of Technology Zhiyanpour, Zahra (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    This research focuses on probabilistic damage detection in the finite element model by using an application of Bayes' inference rule. Density and elastic modulus are sources of uncertainties in structures, therefore the probabilistic method is chosen instead of deterministic. According to the test's data, the distribution of density and elastic modulus have been updated. Then through Bayes' rule the probability of each damage state updates by modal data. Damage states are defined through a coefficient between 0-1 by multiplying to the inertia of elements of the structure. After each observation, the posterior probabilities are updated and this process happens through the multiplication of... 

    Structural Health Monitoring Considering Nonlinear Behavior of Structures Using the Sensitivity of Time-Varying Modal Parameters

    , M.Sc. Thesis Sharif University of Technology Hosseini, Anahita Sadat (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    The process of implementing a damage detection strategy for aerospace, civil and mechanical engineering infrastructure is referred to as Structural Health Monitoring (SHM). Many portions of our technical infrastructure are approaching or exceeding their initial design life. As a result of economic issues, these civil, mechanical and aerospace structures are being used in spite of aging and the associated damage accumulation. Therefore, the ability to monitor the health of these structures is becoming increasingly important. In many cases, damage causes a structure that initially behaves in a predominantly linear manner to exhibit nonlinear response when subject to its operating environment.... 

    Seismic Performance Evaluation of HV Circuit Breakers in Transmission Substations and Application of Base Isolation to Improve their Behavior

    , M.Sc. Thesis Sharif University of Technology Zare Feizabadi, Ali (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    The main goal of this study is to evaluate the seismic performance of HV circuit breakers of power substations and optimize their seismic behavior using base isolation systems. Iran is in a region with high seismicity and has experienced severe earthquakes in recent decades that have resulted in serious damages to critical infrastructures. These include power substations that are important during and even after an earthquake in providing electricity for homes, industries, amenities, emergency facilities, public transportation and more. The seismic performance of HV circuit breakers, which is an important equipment for power substations, has not been satisfactory in past earthquakes and has... 

    Online Safety Analysis Algorithm for Post-Disaster Inspections Using Image Processing

    , M.Sc. Thesis Sharif University of Technology Zakertabrizi, Mohammad (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    Structural safety evaluation is an indispensable part of every post-disaster investigation, which should be conducted by inspection teams consisting of experienced structural engineers and trained inspectors. A complete evaluation takes up to three stages of assessment, to quantify and measure the magnitude of damage before proposing an overhaul resolution. According to the current codes of conduct, much of this complex and time-consuming process, especially in the first two stages, is left to the human judgment. To achieve a more uniform and in depth inspection, a new algorithm is presented to limit the arbitrary nature of the human opinion in damage evaluation, using properties of the... 

    Online Health Monitoring of Nonlinear Hysteretic Structures Using System Identification Techniques and Signal Processing Tools

    , Ph.D. Dissertation Sharif University of Technology Amini Tehrani, Hamed (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    Adverse social and economic effects of earthquakes have necessitated the emergence and development of efficient methods to assess and monitor the health status of structures. Many of the structural health monitoring algorithms are based on linear models that are not able to provide sufficient dynamic information. Nonlinear models require monitoring of a larger number of structural parameters and provide a much closer to reality model of the structure. Therefore, the use of nonlinear models in the identification process provides more useful information about the safety and serviceability of post-earthquake structures. Also, most of the existing methods are not applicable for online health... 

    Resilience Assessment of Buildings with Considering Aftershocks

    , M.Sc. Thesis Sharif University of Technology Khanjari, Madiheh (Author) ; Bakhshi, Ali (Supervisor) ; Kashani, Hamed (Co-Supervisor)
    Abstract
    The development of the methods to evaluate the seismic resilience of communities, infrastructures, and structures has attracted many researches. To estimate the resilience with accuracy, developing a model that can simulate the events during the recovery time is very important. For the same, modelling the aftershocks with their accumulative effects on the damaged buildings during the recovery time has been the main focus of the current study. The proposed approach to simulate the aftershocks’ effect utilizes the Monte-Carlo sampling, in which each sample includes the two following steps. The first step is the simulation of the cumulative damage caused by the mainshock-aftershocks sequence... 

    Seismic Vulnerability Assessment of Masonry Infilled RC Frames with Different Infill Configuration and Opening

    , M.Sc. Thesis Sharif University of Technology Kamankesh, Yones (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    Reinforced concrete buildings with open ground storey are vulnerable to accumulate of large lateral displacement at the ground story. This is due to drastic reduction in the relative stiffness of the ground story compared to the upper stories, a phenomenon known as soft storey effect. Furthermore inevitable Existence of Opening in masonry infill and increasing it’s area reduces both the lateral strength and stiffness of the fully infilled RC frames so when percentage of the central opening is very high, the behaviour of the infilled frame approaches the bare frame. It is a perception about open ground storey buildings that openings in the upper stories infilled frame offset the soft storey... 

    Seismic Performance Assessment of Historical Structures and Presenting their Seismic Rehabilitation Plan ; a Case Study : Soltanieh Dome

    , M.Sc. Thesis Sharif University of Technology Asgari, Pouya (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    Preservation of historical monuments is a very important issue for future generations. The importance of this issue is doubled when we know that most of these buildings are traditionally built and do not have a single structure to withstand seismic loads. One of such buildings in our country is Bam Citadel, which was completely destroyed as the oldest brick building in the world during the 2003 Bam earthquake.In this project, we will try to find a model that can determine the structural behavior of the historical dome of Soltanieh for engineers in a case study. This building is a brick dome with a height of 48.5 meters and a diameter of 24.4 meters from the seventh century , which is unique... 

    Detection of Damage Location in Two-way Slabs Using Structural Vibration Modes with Wavelet Transform

    , M.Sc. Thesis Sharif University of Technology Kianipour, Ali (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    This study aimed to develop a method for locating damages in the early stages of damage expansion in plate components of the structure using a one-dimensional discrete wavelet function. Continuous monitoring of the health of structures to preserve and repair them to protect the lives and property of individuals and national capitals and to lower the direct and indirect economic costs imposed on society is vital and inevitable for society's decision-makers. Because the damage to the structure caused by earthquakes occurring during the lifetime of the structure, exhaustion of structural components, improper implementation of the structure at the time of construction, and other events that... 

    Stochastic Analysis of Base-Isolated Structures Considering Soil-Structure Interaction

    , M.Sc. Thesis Sharif University of Technology Samimi, Soheil (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    The main purpose of this study is stochastic analysis of base-isolated structures considering soil-structure interaction. Due to stochastic nature of earthquake and existence of uncertainties in non-linear behavior of and properties of soil, it is better to calculate the responses of the structure via random vibrations approach. In this approach first of all, the differential equations of structure are obtained in deterministic vibration mode and then by the available theories, differential equations of covariance of the responses are obtained. Solving these equations leads to the finding of the standard deviations of the responses of the structure in each moment. In backward differential... 

    Machine Learning-Based Rapid Visual Screening of Buildings for Potential Seismic Damage Using BuildingImages

    , M.Sc. Thesis Sharif University of Technology Shourabi, Shayan (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    Rapid visual screening is a way to assess unsafe structures and reduce urban earthquake vulnerability. Although this method is faster than detailed analytical methods(e.g. Incremental dynamic analysis), it still requires a lot of time and financial resources to execute. Due to the widespread use of computer vision in engineering, this study has used this technology to perform rapid visual screening, improve its overall process and provide a standard method for automatic assessment of structures. In the process of rapid visual screening, the screener identifies features from the exterior view of the building, which are finally recorded in a scoring system. According to the score obtained,... 

    Seismic Risk Assessment of Tehran Masonry School Buildings

    , M.Sc. Thesis Sharif University of Technology Alimohammadi, Hassan (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    This thesis aims to assess the seismic risk of the community of schools with masonry buildings in the Tehran metropolitan in the next 50 years and to prioritize the buildings of this community for seismic retrofit based on the optimal mitigation of risk of the community. Tehran is among the largest cities with the highest level of seismic risk in the world, and Masonry buildings are among the structures with poor seismic performance; Therefore, it is essential to conduct a comprehensive and accurate evaluation of the seismic risk of schools, as one of the most critical and sensitive occupancies, in this region and with this type of structure. It is also very beneficial to reduce the seismic... 

    Damage Identification and Localization Using Dynamic Data and Its Principal Components

    , M.Sc. Thesis Sharif University of Technology Rahai, Mohammad (Author) ; Bakhshi, Ali (Supervisor) ; Esfandiari, Akbar ($item.subfieldsMap.e)
    Abstract
    Damage identification and localization using dynamic data and its Principal Components The objective of this study is to demonstrate the application of SVD-based principal component analysis performed on moving windows of transfer function. It uses the sensitivities of measured responses in frequency domain, its singular values and right eigenvectors for FE model updating in an efficient way, by developing a quasi-linear sensitivity equation of structural response. The benefit of applying PCA for dynamical systems comes from its ability to detect and rank the dominant coherent spatial and frequency-dependent information of dynamic response. The challenge of using modal parameters of... 

    Concrete Crack Detection Using Convolutional Neural Networks Based on Deep Learning

    , M.Sc. Thesis Sharif University of Technology Mousavi Sarasia, Mohammad (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    Crack detection is a critical task in monitoring and inspection of civil engineering structures. This study proposes a deep-learning-based model for automatic crack detection on the concrete surface. The proposed model is an encoder-decoder model which uses EfficientNetB7, the state-of-the-art convolutional neural network, as encoder and the U Net’s expansion path as decoder. To minimize the training time and maximizing the accuracy, we use transfer learning in our approach. We train our model with a novel training strategy on images from an open-source dataset and achieve 96.44% F1-score for unseen test data. To compare the performance of the proposed method, we evaluate our model on CFD... 

    Damage Detection and Localization in Structures using Sensitivity of Power Spectral Density Obtained from Dynamic Data and Inverse Vibrations

    , M.Sc. Thesis Sharif University of Technology Soltanzadeh, Farzaneh (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    In this dissertation, the location and severity of the damage are obtained using a new robust Power Spectral Density (PSD) sensitivity-based model updating method. PSD of structural response is highly sensitive metric to parameter change and provides vast information about the structure. The proposed damage detection method uses the sensitivities of measured responses in frequency domain, for FE model updating in an efficient way, by developing a quasi-linear sensitivity equation of structural response. The system of equations are solved using Least Square method. Only stiffness parameters were updated through model updating and change in mass parameters were neglected. In this study, proper... 

    Structural Health Monitoring using Bayesian Optimization of the finite element model of structures and Kalman filter

    , M.Sc. Thesis Sharif University of Technology Sadegh, Alireza (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    With confidence in the recorded observations, the RLS method no longer estimates the recorded measurements by sensors, i.e. the displacement and speed of the floors, and only estimates the parameters. In contrast, in the EKF method, in addition to estimating the structure's parameters, a more precise estimation of the observations recorded by the sensors has been done by accepting the noise in the recorded observations. These methods, which are based on the Bayesian updating, investigate the two primary sources of uncertainty in a problem: a) measurement noise or observation noise, and b) process noise, which includes modeling errors. In these methodologies, the unknown system parameters,... 

    Seismic Risk Assessment of Transmission Towers under Mainshock-Aftershock sequence Pardis-Vardavard 400 KV transmission line Case Study

    , M.Sc. Thesis Sharif University of Technology Paktinat, Mohaddeseh (Author) ; Bakhshi, Ali (Supervisor)
    Abstract
    The main purpose of this research is to evaluate the impact of mainshock and aftershocks on the response and fragility of power transmission towers and to provide an approach to assess the risk of transmission lines under mainshock-aftershock sequence. The transmission line studied in this research has 27 self-supported 400 kV transmission towers. The reason for choosing this line is the proximity of the line to the active faults of Tehran like Mosha and North-Tehran, as well as the service of the line to a large residential and industrial area, which, in case of damage by an earthquake, will cause considerable direct and indirect loss to the society. In the three-dimensional models...