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    Deep long short-term memory (LSTM) networks for ultrasonic-based distributed damage assessment in concrete

    , Article Cement and Concrete Research ; Volume 162 , 2022 ; 00088846 (ISSN) Ranjbar, I ; Toufigh, V ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    This paper presented a comprehensive study on developing a deep learning approach for ultrasonic-based distributed damage assessment in concrete. In particular, two architectures of long short-term memory (LSTM) networks were proposed: (1) a classification model to evaluate the concrete's damage stage; (2) a regression model to predict the concrete's absorbed energy ratio. Two input configurations were considered and compared for both architectures: (1) the input was a single signal; (2) the inputs were four signals from four sides of the specimen. A comprehensive experimental study was designed and conducted on ground granulated blast furnace slag-based geopolymer concrete, providing a... 

    Modeling and optimization of an ultrasonic setup basedon combination of finite element method and mathematical full factorial design

    , Article Advanced Materials Research, 6 August 2011 through 7 August 2011, Dalian ; Volume 320 , 2011 , Pages 553-558 ; 10226680 (ISSN) ; 9783037852118 (ISBN) Ghahramani Nick, M ; Akbari, J ; Movahhedy, M. R ; Hoseini, S. M ; Sharif University of Technology
    2011
    Abstract
    Ultrasonic assisted machining (UAM) is an efficient nontraditional machining operation for brittle, hard-to-cut and poor-machinability materials. In UAM, high frequency oscillation in ultrasonic range at low amplitude is imposed on the workpiece or cutting tool. In most cases, the equipments that generates and transfers the vibration, have a complicated structure, and requires significant effort to achieve their optimum function. In this work, a mathematical model is developed and an optimization method is employed for design process. This makes it possible to achieve proper setup and reduce the amount of calculation. For this purpose, the combination of a two level full factorial design is... 

    Experimental and theoretical study of crude oil pretreatment using low-frequency ultrasonic waves

    , Article Ultrasonics Sonochemistry ; Volume 48 , 2018 , Pages 383-395 ; 13504177 (ISSN) Khajehesamedini, A ; Sadatshojaie, A ; Parvasi, P ; Rahimpour, M. R ; Naserimojarad, M. M ; Sharif University of Technology
    Abstract
    In this work, an ultrasound experimental setup was designed to investigate the feasibility of using low-frequency ultrasonic waves as a substitute to reduce the consumption of chemical demulsifiers in the pretreatment of crude oil. The experiments were planned to study the effects of irradiation time, ultrasonic field intensity and initial water content on the efficiency of separation. The results of experiments showed that by selecting a proper irradiation time and field intensity, it is possible to decrease the usage of demulsifiers by 50%. Moreover, a population balance model was proposed to explicate the experimental data. A hybrid coalescence model was developed to determine the... 

    Applying ultrasonic fields to separate water contained in medium-gravity crude oil emulsions and determining crude oil adhesion coefficients

    , Article Ultrasonics Sonochemistry ; Volume 70 , 2021 ; 13504177 (ISSN) Sadatshojaie, A ; Wood, D. A ; Jokar, S. M ; Rahimpour, M. R ; Sharif University of Technology
    Elsevier B.V  2021
    Abstract
    Separating produced water is a key part of production processing for most crude oils. It is required for quality reasons, and to avoid unnecessary transportation costs and prevent pipework corrosion rates caused by soluble salts present in the water. A complicating factor is that water is often present in crude oil in the form of emulsions. Experiments were performed to evaluate the performance of ultrasonic fields in demulsifying crude oil emulsions using novel pipe-form equipment. A horn-type piezoelectric ultrasonic transducer with a frequency of 20 kHz and power ranging from 80 W to 1000 W was used for experimental purposes. The influences of the intensity of ultrasonic fields,... 

    Design and Simulation (& Manufacturing) of A Micro-Gyroscope

    , M.Sc. Thesis Sharif University of Technology Soltani, Arman (Author) ; Akbari, Javad (Supervisor)
    Abstract
    Nowadays, microgyroscopes are among the most important products of MEMS. The production of small, precise and inexpensive gyroscopes has become possible as the result of recent developments in fabrication technology. In this thesis it is intended to introduce a new method for manufacturing more precise microgyroscopes regarding manufacture facilities. Using this new method, sensitivity and resistance of microgyroscopes are increased against noises which are primarily caused by vibration and rotation about undesirable axes. The rotational movement imposed on the gyro is detected through fluid flow within its torus channel. This transformation facilitates the measurement of the initial motion.... 

    Assessing Precision of Commercial Ultrasonic Instrument in Detecting Hole and Imperfection in Concrete Bridge Decks

    , M.Sc. Thesis Sharif University of Technology Niki Rashidi, Mohammad Mehdi (Author) ; Joghataie, Abdolreza (Supervisor)
    Abstract
    The conventional methods in concrete are usually divided to destructive and nondestructive tests. Among these, nondestructive tests are more preferable because they don’t damage the structure or at least the damage doesn’t significantly affect its performance. According to precision of estimation of concrete conditions, nondestructive tests have different levels. These tests on concrete bridge decks range from chain drag to more developed test like Ground Penetration Radar in concrete The optimum ease of use, cost and the precision of results of Ultrasonic Pulse Velocity (UPV) test compared with other nondestructive methods have made it a most widely used method. The precision of results of... 

    Experimental Study of Repair to Upgrade Concrete in Concrete Bridge Decks

    , M.Sc. Thesis Sharif University of Technology Mottahed, Jaber (Author) ; Joghatae, Abdolreza (Supervisor)
    Abstract
    This study presents the experimental investigation, the effect of cement based chemical materials (Portland cement as a repair material No1. and 2 other cement base chemical materials) to upgrade the structural behavior of reinforced concrete slabs built with low quality (porous) concrete. The main issues focused in this investigation are: (i) the effect of repair on the flexural behavior of RC slabs in terms of ultimate capacity and ultimate mid-span deflection and ductility of specimens, (ii) the influence of repair materials on failure modes and (iii) evaluating the efficiency of different materials on decreasing the porosity of concrete by ultrasonic test. Because materials used in this... 

    Exprimental Study of Repair of Low Quality and Damaged Concrete in Reinforced Concrete Bridge Columns

    , M.Sc. Thesis Sharif University of Technology Shokri, Mohammad Reza (Author) ; Joghatae, Abdolreza (Supervisor)
    Abstract
    This study presents the experimental investigation, the effect of cement based chemical materials (Portland cement as a repair material No1. and 2 other cement base chemical materials) to upgrade the structural behavior of reinforced concrete slabs built with low quality (porous) concrete. Because materials used in this study are cement base it is expectable to behavior same as base concrete that its result is better compatibility with base structure against external factors. Other advantages of the use of these materials are consideration of economical and construction aspects. A total of four reinforced concrete column (200x200x800 mm) with low quality (porous) concrete have been built,... 

    Modeling of Ultrasonic Effect on Stimulation of Production well

    , M.Sc. Thesis Sharif University of Technology Khorram, Akbar (Author) ; Ramazani Sa’adat Abadi, Ahmad (Supervisor) ; Jamshidi, Saeid (Supervisor)
    Abstract
    Near wellbore formation damage is caused additional pressure drop around the wellbore and therefore decreased the oil or gas productivity of the well. The usual methods for removal of these damages are acidizing and hydraulic fracturing which have operational limitations in addition to high costs. Thus the researchers are motivated to find new methods and technologies specially the use of mechanical waves for well stimulation purposes.Ultrasonic waves have been extensively used in many industrial applications including clean devices, pipes and vessels. A clear extension of this usage is the removal of wellbore contaminants by exposing it to high-power ultrasonic waves. Although several... 

    Application of Ultrasonic Technique to Improve Food Processing and Yield Enhancement in Food Industry

    , M.Sc. Thesis Sharif University of Technology Halalipour, Ali (Author) ; Roosta Azad, Reza (Supervisor) ; Aalemzadeh, Iran (Supervisor) ; Ghotbi, Siroos (Supervisor)
    Abstract
    In this project we focused on Ultrasonic waves as novel, effective and well-controllable means for cell wall disruption and disintegration to provide faster and more complete penetration of solvent into cellular materials and improve sugar mass transfer and extraction from sugarcane and sugar beet. Impact of frequency, temperature, power density and reactor shape on Ultrasonic wave efficiency in extraction process has been investigated and the result was utilized to design a semi-pilot reactor. In the optimum situation, sucrose extraction from sugarcane improved to 4.51 gr/100 ml H2O that had a significant increasing from 2.1 gr/100 ml H2O extraction in thermal only process at 70 °C. Optimum... 

    Biological Sludge Reduction in MBBR Process

    , M.Sc. Thesis Sharif University of Technology Tahmasebian Dehkordi, Sepehr (Author) ; Borghei, Mehdi (Supervisor) ; Moslehi Moslehabadi, Parivash (Supervisor)
    Abstract
    Laboratory experiments were carried out to investigate the effect of ultrasound waves on sludge reduction in MBBR bioreactor for industrial wastewater. The experiments were performed using two identical 20L MBBR bioreactor under same operational conditions. In MBBR with return sludge, sludge was collected from clarifier and after being sonicated, returned to the system by pump.
    For determining optimum intensity and time duration of ultrasound, 0.3lit of MBBR sludge was sonicated with intensities of 20, 30, 60, 120, 150, 250 w/cm2 and time duration of 5, 10, 15, 20, 30 min. Afterward, these two parameters were optimized with Energy Efficiency Index. As the results shown, intensity of 120... 

    Analaysis of Ultrasonic Vibration Assisted Turing of Engineering Ceramics

    , M.Sc. Thesis Sharif University of Technology Zabihi Hosseini, Morteza (Author) ; Movahhedi, Mohammad Reza (Supervisor) ; Akbari, Javad (Supervisor)
    Abstract
    Due to high strength, hardness and high resistance to abrasion, ceramics are difficult for machining. Also as the conductivity coefficient of these materials is low, major amount of produced heat during machining process will be absorbed in the cutting tool which causes intensive wear in cutting tool edge. As a result employing traditional machining for these materials because of low machining speed, tool wear, high roughness and large cutting force, has little efficiency in practice. Therefore non-traditional machining method may improve efficacy. In this thesis effect of utilizing ultrasonic vibration in machining process of fused cast silica ceramic has been studied. Aim of this study at... 

    Ultrasound Image Reconstruction using Capacitive Micromachined Ultrasonic Transducers

    , M.Sc. Thesis Sharif University of Technology Shirazi, Sara (Author) ; Vosoughi Vahdat, Bijhan (Supervisor)
    Abstract
    In this thesis its considered the characterization of an ultrasound wave in a medium with some obstacles. Derivation of speed of molecules and pressure of the wave is carried out in the Cartesian coordinates system. Simulation is carried out to prove the dependency of wave speed to set up parameters such as the target point (x,y,z) at which the speed value is obtained, the location of the obstacles, the amplitude of original wave emitting from the source, and the propagation speed in different layers of the medium. From the numerical results, it is apparent that the amplitude of the speed wave gets degraded as the wave travels through the medium which is a function of reflection and... 

    Damage Assessment of Concrete under Compression Using Ultrasonic Test

    , M.Sc. Thesis Sharif University of Technology Sabagh Renani, Mehdi (Author) ; Kazemi, Mohammad Taghi (Supervisor)

    Experimental Study of Effect of Nano-graphen Oxide on Methane Hydrate Formation Rate and Storage Capacity

    , M.Sc. Thesis Sharif University of Technology Montazeri, Vahab (Author) ; Baghalha, Morteza (Supervisor) ; Ramazani, Ahmad (Supervisor) ; Zarenezhad, Bahman (Co-Advisor)
    Abstract
    According to the importance of conversion and transmission of energy, and introduction of hydrate formation process as an alternative method, in this study, the nano-graphene oxide is used to increase the rate if methane gas hydrates formation. The experiments were performed at different concentrations of 30 to 70 ppm and the results were compared with pure water. The effect of temperature and pressure on hydrate formation at temperatures of 1 and 2˚C and pressures of 48 and 53 bar were studied. And it was found that nano-graphene oxide can be used to accelerate the methane hydrates formation. The effect of ultrasonic on methane hydrate formation has been studied that it was found that the... 

    Density Measurement in Oil and Gas Wells using Ultrasonic Sensors

    , M.Sc. Thesis Sharif University of Technology Baneshi, Abdolkarim (Author) ; Movahedian Attar, Hamid (Supervisor)
    Abstract
    Production logging consists of running measurement instruments called logging tools into an oil or gas well to measure various parameters such as temperature, flow velocity, pressure, density, etc. The primary purpose for production logging is to allow enhancing production profits and decreasing costs. Nowadays the common way for fluid density measurement as a part of these tools depends on radioactive source. Special considerations must be taken upon the use of this principle due to its radioactive character. This thesis is focused on a non-radioactive method of determining density. The subject of this thesis is to consider methods for measuring density based on principle of acoustic... 

    Investigating the Tensile Behaviour of a Type of Fibre-Reinforced Concrete

    , M.Sc. Thesis Sharif University of Technology Irandoust, Mohammad (Author) ; Khonsari, Vahid (Supervisor)
    Abstract
    Low tensile strength and also low strain capacity make plain concrete a ‘brittle’ material. To overcome this shortcoming, the addition of fibre as a reinforcing material has proved to be a reasonable solution. One of the crucial factors in deciding to make this type of concrete is the cost of fibre, which varies depending on its type. In this project a special type of fibre which does not cost a lot and at the same time has a high strength has been used. To investigate the effect of the fibre on the tensile strength of concrete, splitting tensile test (Brazilian test) was adopted. Altogether, 30 standard cylindrical specimens with dimensions of 15 × 30 cm2 were made (3 of each type) which... 

    Investigating the Behaviour of Some Kind of Fibre-reinforced Concrete

    , M.Sc. Thesis Sharif University of Technology Alaei Mahabadi, Alireza (Author) ; Khonsari, Vahid (Supervisor)
    Abstract
    While there are many advantages associated with concrete, including high compressive strength, durability and so forth, on the contrary, it has several disadvantages which may make engineers somewhat reluctant to use it. These include low tensile strength, high brittleness, low resistance to impact, large dimensions of structural cross sections, etc. In recent years, there have been many attempts to surmount these disadvantages by various means such as adding pozzolans, using FRPs, fibres, etc. In this project, the effects of using a special type of high strength steel fibre is studied. In order to investigate the effect of this fibre on the compressive behavior of concrete, 30 cylindrical... 

    , M.Sc. Thesis Sharif University of Technology Azimi, Saloomeh (Author) ; Maddah Hosseini, Hamid Reza (Supervisor)
    Abstract
    A biocompatible ferrofluid have been prepared by co-precipitation of FeCl2.4H2O and FeCl3.6H2O under ultrasonic irradiation and with NaOH as alkaline agent. Also cystein was used as capping agent in the solution. Magnetic properties of the produced ferrofluid then determined by VSM test and magnetite nanoparticles were characterized by XRD and TEM techniques. Results indicate the presence of a biocompatible superparamagnetic ferrofluid including magnetite nanoparticles with particle size ranging under 15 nm. The effect of ultrasonic irradiation on presence of a sharp particle size distribution then denoted by comparing the condition with production without ultrasonic irradiation  

    Experimental Analysis of Immiscible Displacements of Heavy Oil in Heterogeneous Porous Media under Ultrasonic Effect

    , M.Sc. Thesis Sharif University of Technology Kanani, Mojtaba (Author) ; Ghotbi, Siroos (Supervisor) ; Ghazanfari, Mohammad Hossein (Supervisor)
    Abstract
    In the recent years, there has been an increasing attention toward usage of ultrasonic for enhanced oil recovery practices. But, thorough knowledge of active mechanisms and spreading and characterization of developed fingers during this practice is not available. From the other hand, due to limited amount of light oil fields, more attentions towards recovery from heavy oils is the need of the hour. Documents show that the big issues during the enhanced oil recovery from heavy crudes are high density of reservoir oil as well as poor development of fingers during injection due to high mobility ratios. In this study, results of ultrasound effect on the heavy oil recovery and its effect on the...