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    Design of Transient Identification Tool using Deep Learning in PWR Nuclear Power Plant (case study: Bushehr Nuclear Power Plant)

    , Ph.D. Dissertation Sharif University of Technology Ramezani, Iman (Author) ; Vosoughi, Naser (Supervisor) ; Ghofrani, Mohammad Bagher (Co-Supervisor)
    Abstract
    In a nuclear power plant, transients are initiated for various reasons such as equipment failure or external disturbances. A transient should be identified as quickly as possible so that countermeasures can be taken to reduce its negative consequences. Due to the large number of parameters that can be monitored in nuclear power plants, the time limit for interpreting the information, and the stressful conditions of the incident, it will be very difficult to detect transients by the plant operators. Therefore, the development of operator support tools to identify transients is of great importance in the safe operation of nuclear power plants. Various studies have shown that data-driven... 

    Investigation and Simulation of Overcooling Transients of The Bushehr's VVER-1000 Nuclear Power Plant with RELAP5/MOD3.3

    , M.Sc. Thesis Sharif University of Technology Yousefi, Amir Hossein (Author) ; Ghofrani, Mohammad Bagher (Supervisor)
    Abstract
    During the operation of a nuclear power plant, the reactor pressure vessel (RPV) is exposed to a variety of pressure and thermal stresses and neutron radiations. This will cause the loss of the initial strength of the reactor vessel component. During the occurrence of some of accidents, an excessive cooling of the coolant inside the RPV takes place which in the term is called overcooling transients. In addition, in some of these events, a break in a section of the circuit will reduce the water level at the core of the reactor. By reducing the water level, the existing emergency makeup water systems are activated and inject water into the reactor. The temperature of the added water is much... 

    (Development of Efficient Methods for Design of an Operator Aided Tool for Identification and Forecasting of Transients in PWRs (Case Study: BNPP

    , Ph.D. Dissertation Sharif University of Technology Moshkbar-Bakhshayesh, Khalil (Author) ; Ghofrani, Mohammad Bagher (Supervisor)
    Abstract
    This thesis introduces a new method for identification and forecasting of future states of nuclear power plants (NPPs) parameters. The proposed method consists of four steps. First, the type of transients is recognized by the modular identifier which has been developed using the latest advances of error back propagation (EBP) learning algorithm. In second step, for more robustness of modular identifier against noisy input data, auto-regressive integrated moving average (ARIMA) method is used. A hybrid network is then used to forecast the selected parameters of the identified transient. ARIMA model is used to estimate the linear component of the selected parameters. The neural network... 

    Gas Turbine Simulator Design for Dynamic Modeling

    , M.Sc. Thesis Sharif University of Technology Baghaee, Zohreh (Author) ;
    Abstract
    In order to observe natural gas turbine phenomena and predicting engine behavior, we need to have a comprehensive simulator in every engine phase of design and analysis. Because of the high cost of manufacturing and prototype experimental tests, it's beneficial to access a gas turbine engine simulator. As well it's hard to make change in a manufactured engine, while we can change a simulator easily.Gas turbine is simulating in zero, one, two and three dimensions. In this project, we have studied previous researches and according to problem, among all simulations, we have studied the ATEC simulation and its assumptions in this thesis. Of these, zero and one dimensional simulations are simpler... 

    Investigating Nonlinear Vibration of a Turbine-Shaft in the Start-up Process Using Timoshenko Beam Theory

    , M.Sc. Thesis Sharif University of Technology Arefikhah, Mohammad Reza (Author) ; Dehghani Firouzabadi, Rohollah (Supervisor)
    Abstract
    In this study, the nonlinear vibrations of an elastic rotor that is under the elastic support and under the follower force caused by the airflow passing through the rotating plane are investigated. The elastic shaft is modeled by the Timoshenko beam theory, which is connected to a motor through a flexible coupling and the motor increases the rotational speed of the rotor by applying torque. Gibbons’ equations have been used to model the misalignment forces. First, the kinetic energy of the rotating system is calculated nonlinearly to take into account the effect of nonlinear terms due to the rotational inertia of the system, and then the potential energy and The work of external forces on... 

    Numerical Study of Unsteady Swirl Injector Spray

    , M.Sc. Thesis Sharif University of Technology Khodaverdian, Roozbeh (Author) ; Morad, Mohammad Reza (Supervisor) ; Kebriaee, Azadeh (Co-Supervisor) ; Jahan Nama, Mohammad Reza (Co-Supervisor)
    Abstract
    Iin this thesis, evaporation of droplets of a spray from a pressure-swirl injector in a sub-atmospheric combustion chamber is studied. The liquid used in this sudy is a hypergolic oxidizer, Dinitrogen Tetroxide, also known as NTO. The significance of this thesis is its application during the cold startup of a satellite thruster when only oxidizer is injected into the combustion chamber. The most important phenomemon in this stage which is also the focal point for this study, is the ‘Flashing’. In this phenomenon a liquid having a temperature above the boiling point of its own species (for the surrounding gas pressure) is present in the solution field. This state is a non-equilibrium state.... 

    Numerical Modeling of Fuel Droplet Vaporization in Gas Phase at Supercritical Conditions

    , M.Sc. Thesis Sharif University of Technology Rajabi Matin, Zahra (Author) ; Hejranfar, Kazem (Supervisor)
    Abstract
    The study of evaporation of fuel droplet and determination of the rate of vaporization are important in designing combustion chambers. For achieving high performance of a combustor, the evaporation of fuel droplets takes place within a high pressure environment. At these conditions, the use of low-pressure models is not appropriate and many effects that are assumed negligible at low ambient pressures become very important. For example, the solubility of the ambient gas into the liquid phase is increased by increasing the ambient pressure. In addition, the ideal gas assumption is not valid for these conditions and one should use an appropriate equation of state (EOS) that can predict the... 

    Numerical Study of Ignition Transient in Solid Fuel Ramjets

    , M.Sc. Thesis Sharif University of Technology Tahsini, Amir Mahdi (Author) ; Farshchi, Mohammad (Supervisor)
    Abstract
    Solid fuel ignition transient in dump combustor geometry is numerically studied. The objective of this work is to gain insight into the ignition of the fuel and its controlling parameters in back-step turbulent flow. The system of governing equations is solved with a finite volume approach using a structured grid in which the AUSM+ scheme is used to calculate the gas phase convective fluxes. The Spalart-Allmaras turbulence model is used in these simulations. First, the auto-ignition of solid fuel subject to an inlet oxidizer flow at elevated temperatures is considered and distinct intervals in ignition delay time are studied. We have demonstrated that for inlet oxidizer streams with high... 

    Dynamics of Poverty in Iran

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh, Ahmad (Author) ; Keshavarz Haddad, Gholamreza (Supervisor)
    Abstract
    Eliminating poverty, which is one of the most important objectives of countries, requires a deep understanding of the trends and dynamics of poverty and the distinction between chronic and transient poverty. However, given the lack of high-quality panel data, measuring movements in and out of poverty in developing countries is difficult. In this research, we build a synthetic panel by constructing a consumption model and estimating the first-round consumption of households surveyed in the second round. The analysis of Expenditures and Income Survey (HEIS) for 1398 and 1399 shows that almost 29 percent of urban and rural households were poor in both years. In female-headed households,... 

    Improving the Reliability of the STT-RAM Caches Against Transient Faults

    , M.Sc. Thesis Sharif University of Technology Azad, Zahra (Author) ; Miremadi, Ghassem (Supervisor)
    Abstract
    Cache memories occupy a large portion of processors chip area. According to academic and industrial reports, the dominant effect of leakage current in less than 40-nm technology nodes has led to serious challenges in scalability and energy consumption of SRAM and DRAM memories. To overcome this challenge, different types of non-volatile memories have been introduced. Among them, Spin-Transfer Torque Random Access Memory (STT-RAM) memory is known as the best candidate to replace SRAM in the cache memories, due to its high density and low access latency. Despite their advantages over SRAMs, several problems in STT-RAM need to be addressed to make it applicable in cache memories. The most... 

    Soft Error Rate Estimation in Presence of Multiple Event Transients (METs)

    , M.Sc. Thesis Sharif University of Technology Javanmardi, Mahdi (Author) ; Miremadi, Ghasem (Supervisor)
    Abstract
    With continuous device down-scaling and increase in transistor counts on a chip, complementary metal-oxide-semiconductor (CMOS) technology has become extremely sensitive to soft errors. Soft errors are transient errors caused by energetic particles such as neutrons and alpha particles. An essential step to design a soft error tolerant digital system with minimal performance and power overheads is Soft Error Rate (SER) estimation of system components. Until recently, Single Event Upsets (SEUs) in latches and Filp-Flops (FFs) and Single Event Transients (SETs) in combinational logic parts of digital circuits were regarded as the main effects of particle strikes. However, with the emerging... 

    Design of Robust Digital Circuits Against Soft Errors Considering Multiple Event Transients Fault (METs)

    , M.Sc. Thesis Sharif University of Technology Rezaei, Siavash (Author) ; Miremadi, Ghasem (Supervisor)
    Abstract
    Nowadays, one of the most important challenges in the design of digital circuits is their susceptibility to the strike of high energy particles which leads to the Single Event Transient (SET) and Multiple Event Transients (MET). In fact, technology scaling which results in lower supply voltage, higher operating frequency, and lower nodal capacitance, makes today’s digital circuits more susceptible not only to high energy particles but also to low energy particles. Moreover emerging deep sub-micron technologies and the integration of more cells in today’s chips have caused higher probability of MET occurrences. A lot of research has tried to reduce the soft error rate due to high energy... 

    Transient Fault Detection in Embedded Processors using Built In Self-Test (BIST) Facilities

    , M.Sc. Thesis Sharif University of Technology Ebrahimi, Mohammad (Author) ; Miremadi, Ghassem (Supervisor)
    Abstract
    Ever increasing applications of embedded systems have motivated designers to pay special atten-tion to the design requirements of such systems. Among embedded applications, safety-critical sys-tems have high reliability requirements as failures in such systems may endanger human life or re-sult in catastrophic consequences. Embedded processors as the computation cores of embedded systems are very crucial from reliability point of view. Reducing feature size, power supply voltage and also increasing operating frequency have increased the occurance rate of transient faults in such processors. Built in Self-Test facilities available in many of embedded systems forms about 70% of total cost in... 

    Probabilistic Stability Analysis of a Railway Embankment on Dispersive Strata Subjected to Periodic Rainfall Conditions with Various Patterns

    , M.Sc. Thesis Sharif University of Technology Kaheh, Shadnaz (Author) ; Ahmadi, Mohammad Mehdi (Supervisor)
    Abstract
    The importance of rainfall pattern in assessing embankment stability and deformation is widely known. However, many studies have examined an embankment with simple rainfall patterns or used average and maximum ones. The importance of diverse rainfall patterns has also been overlooked in the study of divergent soil stability in the previous study. Therefore, the hydraulic properties of a natural soil with and without salinity potential and the stability analysis of the railway embankment located on this type of soil under various rainfall patterns are investigated. The study area is part of the Zahedan Chabahar National Railway Project, which is located on divergent soil and has high... 

    Microstructural and Mechanical Properties of TLP Bonded SS 304 with Fe-base Interlayer

    , M.Sc. Thesis Sharif University of Technology Jabbari, Farzin (Author) ; Ekrami, Ali Akbar (Supervisor)
    Abstract
    Cooling sandwich panels are one of the components of the heat exchangers used to cool the components of the sandwich panels . One of the applications of TLP Bonding for steel can be called cooling sandwich panels. In this research , TLP of 304 Stainless Steel , using Fe-base interlayer at 1200 C has been investigated . Cross section of bonded samples were examined by optical and scanning electron microscopes. Microscopy results revealed that 2h is sufficient for completion of isothermal solidification and there is no eutectic compound at bonding zone . Bonding in this condition resulted in the free precipitates in the diffusion affected area. By analyzing eutectic phase in bonding areas at... 

    Survey the Change of Phreatic Line Position in the First Filling of Earth Dams until Steady State Seepage

    , M.Sc. Thesis Sharif University of Technology Razi, Arezoo (Author) ; Jafarzadeh, Fardin (Supervisor)
    Abstract
    Since seepage-related problems account for the cause of more than forty percent of dam failure seepage analysis serves as one of the most significant stage in the design process of an embankment dam. Currently a steady seepage analysis in a typical or maximum cross section of the dam is formed instead of transient seepage analysis for simplicity. In this way, for the change of condition (unsaturated to saturated) in the first filling of dams and it’s effects on behavior and reaction of dams until the steady seepage condition established; the results of steady seepage analysis cannot be satisfactory. In this thesis, based on finite element method and with assumption of saturated-unsaturated... 

    Experimental Study of Transient Two-Phase Slug Flow (Air-Water)

    , M.Sc. Thesis Sharif University of Technology Eyhavand Koohzadi, Amin (Author) ; Borghei, Mahmoud (Supervisor)
    Abstract
    Fluid transient in a conduit is an unsteady flow, which is followed by the change in the flow rate condition. Pressure transients in pipeline systems are caused by fluid flow interruption from operational changes such as starting/stopping of pumps, sudden changes to valve setting, etc. Fluid transient analysis is commonly based on the assumption of no air in the liquid. However, air entrainment, trapped air pockets, free gas, and dissolved gases frequently are present in the pipeline. In fact, Air changes flow properties and transient pressure peaks in comparison with single-phase flow. Experimental study has been carried out to verify characteristics of transient pressure inside a... 

    Design and Fabrication of Ultrasonic Level-meter System

    , M.Sc. Thesis Sharif University of Technology Tavoosi, Ali (Author) ; Nejat Pishkenari, Hossein (Supervisor) ; Salarieh, Hassan (Co-Supervisor)
    Abstract
    In many industries, including oil and gas industries, power plants, refineries, petrochemicals, steel and cement industries, industrial complexes and consumer industries, there are tanks for storing materials. It is necessary to measure level of products while they are stored in tanks of different sizes. Ultrasonic is one of the non-contact and accurate measurement technologies that can provide a suitable solution for liquid tank monitoring. The purpose of this thesis is to design and build the electronic parts (transmitter and receiver circuits) of an ultrasonic system that is capable of detecting levels at a distance of less than 5 meters with an accuracy of 0.5 % full scale. In this... 

    Modeling of the Wet Compression System in Transient Behavior of the Industrial Gas Turbine

    , Ph.D. Dissertation Sharif University of Technology Keshavarz Mohammadian, Poorya (Author) ; Saeedi, Mohammad Hassan (Supervisor)
    Abstract
    In general, the output power of the gas turbines decreases as the ambient temperature increases. One of the ways to deal with such a performance loss is to use a wet compression system, which reduces the air temperature rise throughout the compressor. In this system, the water droplets are injected into the compressor inlet and evaporated throughout the stages. As a result, the work of the compressor decreases, and the power and efficiency of the whole engine increase. Most of the researchers in this field have tried to develop mathematical models to investigate the effects of this system on compressor and gas turbine performance in steady-state conditions. However, it is necessary to... 

    Invetigation of Dynamic and Noise of Subsonic Jets Using Stability Analysis

    , Ph.D. Dissertation Sharif University of Technology Gohardehi, Siavash (Author) ; Farhanieh, Bijan (Supervisor) ; Afshin, Hossein (Co-Supervisor)
    Abstract
    With the growing development of the aviation industry, the emitted jet noise from civil and military aircraft has become a challenging issue in the development of this industry. Despite recent advances in simulation methods using for fluid phenomena, understanding the nature and physics of noise generated by jet flows has been a complex puzzle for the last decades. Although numerical methods are currently able to predict the jet noise, it is still not possible to fully understand the physics of this phenomenon and subsequently use it to control the emitted sound. In this research, with the purpose of studying the pressure fluctuation caused by large-scale coherent turbulence structures in...