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    Crop Classification using Sentinel-Image Timeseries and Deep Learning

    , M.Sc. Thesis Sharif University of Technology Ghafourian Akbarzadeh, Mahnoosh (Author) ; Manzuri, Mohammad Taghi (Supervisor)
    Abstract
    Crop classification is one of the most important applications of remote sensing in agriculture. Knowing what crops are on the farm is invaluable both on a micro and macro scale. For example, this information can be used to design and imple- ment agricultural policies, product management and ensure food security. Also, this information can be used as a prerequisite for implementing other programs at the farm scale, such as monitoring and detecting anomalies during the crop growth cycle. Most of the studies in this field are focused on the optical data of the Sentinel-2 satel- lite, but the optical data are vulnerable to atmospheric conditions, and on the other hand, there is valuable... 

    A Persian Dialog System with Sequence to Sequence Learning

    , M.Sc. Thesis Sharif University of Technology Ghafourian, Mohammad (Author) ; Sameti, Hossein (Supervisor)
    Abstract
    Conversation modeling is one of the most important goals in the field of understanding natural language and machine intelligence. Recently, with the enormous growth of the Internet and social networks, the amount of available data on the Web has increased significantly.This makes it possible to use data-driven approaches to solve the modeling problem of conversation.One of the most recent data-driven methods is the sequence to sequence modeling. In this document, after providing the necessary prerequisites, we examined the various models that have used the sequence to sequence approach for conversation modeling. We further examined the ways of improving the efficiency of this modeling... 

    Mode identification of high-amplitude pressure waves in liquid rocket engines

    , Article Journal of Sound and Vibration ; Volume 229, Issue 4 , 2000 , Pages 973-991 ; 0022460X (ISSN) Ebrahimi, R ; Mazaheri, K ; Ghafourian, A ; Sharif University of Technology
    2000
    Abstract
    Identification of existing instability modes from experimental pressure measurements of rocket engines is difficult, specially when steep waves are present. Actual pressure waves are often non-linear and include steep shocks followed by gradual expansions. It is generally believed that interaction of these non-linear waves is difficult to analyze. A method of mode identification is introduced. After presumption of constituent modes, they are superposed by using a standard finite difference scheme for solution of the classical wave equation. Waves are numerically produced at each end of the combustion tube with different wavelengths, amplitudes, and phases with respect to each other. Pressure... 

    HCCI intelligent rapid modeling by artificial neural network and genetic algorithm

    , Article Journal of Combustion ; Volume 2012 , 2012 ; 20901968 (ISSN) Validi, A ; Chen, J. Y ; Ghafourian, A ; Sharif University of Technology
    2012
    Abstract
    A Dynamic model of Homogeneous Charge Compression Ignition (HCCI), based on chemical kinetics principles and artificial intelligence, is developed. The model can rapidly predict the combustion probability, thermochemistry properties, and exact timing of the Start of Combustion (SOC). A realization function is developed on the basis of the Sandia National Laboratory chemical kinetics model, and GRI3.0 methane chemical mechanism. The inlet conditions are optimized by Genetic Algorithm (GA), so that combustion initiates and SOC timing posits in the desired crank angle. The best SOC timing to achieve higher performance and efficiency in HCCI engines is between 5 and 15 degrees crank angle (CAD)... 

    Heat transfer phenomena in a vortex engine

    , Article Journal of Thermophysics and Heat Transfer ; Volume 23, Issue 4 , 2009 , Pages 847-851 ; 08878722 (ISSN) Kargar, M ; Saidi, M. H ; Ghafourian, A ; Sharif University of Technology
    2009
    Abstract
    The heat transfer phenomenon in a vortex engine was investigated. A mixture of butane and propane was used as the fuel in which the mole fraction of butane and propane was 0.2 and 0.8, respectively. A series of tests were conducted in different conditions of oxidizer and fuel mass flow rates for a vortex engine. The tests were categorized into two groups to find the effects of the oxidizer mass flow rate on the flux of radiation heat transfer and convective cooling at a fixed equivalence ratio. The effects of the equivalence ratio on the heat transfer phenomena at a fixed oxidizer mass flow rate are also determined. The results revealed that the rate of radiation heat transfer to the chamber... 

    Experimental investigation of heat transfer modes in vortex combustion engines

    , Article Collection of Technical Papers - 43rd AIAA/ASME/SAE/ASEE Joint Propulsion Conference, 8 July 2007 through 11 July 2007, Cincinnati, OH ; Volume 6 , 2007 , Pages 5663-5671 ; 1563479036 (ISBN); 9781563479038 (ISBN) Kargar, M ; Saidi, M. H ; Ghafourian, A ; Sharif University of Technology
    2007
    Abstract
    In a vortex engine, oxidizer issues tangentially at the end of the chamber, consequently a cool vortex flows toward the head, being mixed with fuel, a secondary vortex of combustible reactants swirls coaxial with the first vortex to the nozzle exit. Therefore radiation heat transfer from flame to the chamber wall causes to increase wall temperature; meanwhile highly convective coolant flow of outer vortex reduces the wall temperature. In this paper the rate of total heat transfer and radiative heat are measured experimentally and convective cooling is calculated as the difference between the above mentioned quantities. The rate of heat transfer to the chamber wall is calculated using... 

    Investigation of luminous/nonluminous radiation in a vortex engine

    , Article 2007 5th Joint ASME/JSME Fluids Engineering Summer Conference, FEDSM 2007, San Diego, CA, 30 July 2007 through 2 August 2007 ; Volume 1 SYMPOSIA, Issue PART B , August , 2007 , Pages 1979-1985 ; 0791842886 (ISBN); 9780791842881 (ISBN) Saidi, M. H ; Kargar, M ; Ghafourian, A ; Sharif University of Technology
    2007
    Abstract
    Investigation of radiation heat transfer In vortex engine is an important and new phenomenon in combustion for scientists and combustion researchers. In this research some parts of the combustion chamber wall are insulated using Blanket as a high insulating material. The rate of radiative heat transfer to the chamber wall is calculated using temperature difference between inner and outer surface of chamber. In the experiments this parts are protected from direct contact with hot combustion media using quartz window. The luminous radiative transfer per volume of chamber and also volume of flame in a vortex engine are compared with that in a similar axial flow type engine. A detector sensitive... 

    Experimental and theoretical investigation of heat transfer in vortex combustion engines

    , Article 2005 ASME International Mechanical Engineering Congress and Exposition, IMECE 2005, Orlando, FL, 5 November 2005 through 11 November 2005 ; Volume 376 HTD, Issue 1 , 2005 , Pages 319-326 ; 02725673 (ISSN); 0791842215 (ISBN); 9780791842218 (ISBN) Farvardin, E ; Saidi, M. H ; Ghafourian, A ; Sharif University of Technology
    2005
    Abstract
    Heat transfer phenomenon in a recently developed vortex engine has been surveyed. Cooler walls, better combustion performance and more stable relative to the other engines, make these engines very interesting. These advantages have been obtained by using a bidirectional swirl flow, containing a cool outer and a hot inner vortex, traveling upstream and downstream respectively. The most eminent benefit of these combustion chambers, having highly reduced wall temperature, is the result of convective heat release from the wall by the outer vortex. A thorough numerically and experimentally investigation has been performed on radiation and convection heat transfer to realize the exact heat... 

    Modeling the acoustic effects on droplet vaporization in a laboratory pulse combustor

    , Article American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FED ; Volume 253 , 2000 , Pages 1077-1084 ; 08888116 (ISSN) Maghami, E. G ; Akbari, P ; Ghafourian, A ; Sharif University of Technology
    2000
    Abstract
    Both theoretical and experimental analysis of acoustics fields effects on droplet vaporization are presented. Theoretical investigation is based on droplet vaporization without combustion in both steady and longitudinal acoustic fields with variable properties in one dimension. An axisymmetric pulse combustor is developed for simulating the longitudinal acoustic field. A spray system is used for producing water droplets. Controllable parameters of the system are the hot air and liquid injection velocities, direction of injection and frequency of acoustic oscillation. The theoretical results indicate that the evaporation time decreases up to 30 percent in an acoustic field in comparison to... 

    , M.Sc. Thesis Sharif University of Technology (Author) ; Akbarzadeh, Abbas (Supervisor)
    Abstract
    FGM sheets with component or grain size gradient in their thickness direction provide mechanical and physical gradient properties through ND direction. FGMs are fabricated by various methods including centrifugal casting, powder metallurgy, PVD and CVD,all of which suffer from some shortcomings such as porosity of the products, low rate and high cost of production and restrictions on mass production. In this study, 2 and 4 layered Al matrix FGM sheets containing SiC and Al2O3 powders were fabricated by laminating method of Accumulative Roll Bonding(ARB). Two approaches of stacking were chosen as accumulative coupled roll bonding (ACRB) and (ASRB) for initial roll bonding and subsequent... 

    Hot workability of a high carbon high chromium tool steel

    , Article Materials and Design ; Volume 46 , 2013 , Pages 654-659 ; 02641275 (ISSN) Akbarzadeh, A ; Naghdy, S ; Sharif University of Technology
    2013
    Abstract
    In this work, hot tension tests were conducted on as cast and wrought samples of a high carbon high chromium tool steel to study the hot workability under the rolling conditions. The flow curves illustrate the classical shape of dynamic recrystallization (DRX). It is observed that broken carbide nets in the wrought samples result in lower deformation activation energy 398. kJ/mol in comparison to the as cast samples 432. kJ/mol. Necking strains were calculated using the inflection point of the work-hardening (θ) vs. stress curves. Wrought samples show higher hot ductility and lower maximum stress than the as cast ones. It is shown that lower activation energy of deformation and lower stress... 

    Sensitivity analysis of torque transmission efficiency of a half-toroidal CVT

    , Article 2006 SAE World Congress, Detroit, MI, 3 April 2006 through 6 April 2006 ; 2006 ; 01487191 (ISSN) Akbarzadeh, S ; Zohoor, H ; Sharif University of Technology
    SAE International  2006
    Abstract
    In this research a computer model based on elasto hydrodynamic fluid film lubrication is developed in order to calculate the torque transmission efficiency of a half-toroidal CVT variator. Validation of this model is verified by comparing the experimental and the model results. Sensitivity of torque transmission efficiency to eleven parameters is investigated. These parameters are: dimensionless roller curvature, aspect ratio, half cone angle, fluid viscosity index, pressure constant for Roelands model, input rotational velocity, absolute viscosity at atmospheric pressure, Young modulus of disks and power rollers, Poisson ratio of disks and power rollers, number of power rollers and variator... 

    Optimizing the geometry of a half-toroidal CVT

    , Article Powertrain and Fluid Systems Conference and Exhibition, San Antonio, TX, 24 October 2005 through 27 October 2005 ; 2005 ; 01487191 (ISSN) Akbarzadeh, S ; Zohoor, H ; Sharif University of Technology
    SAE International  2005
    Abstract
    In this research a model is developed which calculates the torque transmission efficiency of a half-toroidal CVT as a function of variator geometry, gear ratio and input torque. The different criteria which are considered to be important in a half toroidal CVT performance are torque transmission efficiency, variator weight, roller fatigue life and bearing torque loss. Variation of geometrical characteristics such as roller curvature, number of power rollers, aspect ratio and half cone angle affect these criteria in different ways. Therefore, in order to find the optimal quantity for each geometrical parameter an optimization problem should be developed. The objective function of this... 

    Deposition of Ceramic Nanoparticles on Aluminum Sheet by Air Gun Spraying for ARB Processing of Nanocomposite Sheets

    , M.Sc. Thesis Sharif University of Technology Keramat, Ehsan (Author) ; Akbarzadeh, Abbas (Supervisor)
    Abstract
    Particle reinforced aluminum matrix composites have considerable attraction in automotive and aerospace industries due to their special properties as light weight, high ratio of strength/density, improved elastic modulus, low coefficient of thermal expansion and high wear and corrosion resistance. Among the production processes of metal matrix composites, accumulative roll bonding process has particular importance due to producing ultrafine grained composite sheets. However, uncontrolled and undesired agglomeration of particles is the main problem in producing these composites. In this research, the Al2O3 and SiC nanoparticles were electrostatically stabilized against agglomeration by... 

    Hot Workability of a Free-cutting Steel with Severe Sulfur Segregation During Continuous Casting

    , M.Sc. Thesis Sharif University of Technology Naghdy, Soroosh (Author) ; Akbarzadeh, Abbas (Supervisor)
    Abstract
    Splitting in ingot cast structures and transverse cracks in continuous cast structures are the main problems of hot rolling of low carbon resulfurized free-cutting (LCRF) steels. Presence of high volume fraction of manganese sulfide inclusions in cast structure increases the risk of alligatoring in hot rolling. Because of high sulfur content of these steels and probability of formation of low melting point phases, minimum level of manganese and maximum level of copper and tin is necessary. Morphology of manganese sulfide is another important factor in hot forming of these steels, which can be controlled by level of deoxidation in steel making. In fact, MnS2 is present in fully killed... 

    Evaluation the Effect of Thermo-Mechanical Parameters on Microstructure and Texture of Electrical Steel for Improving Magnetic Permeability

    , M.Sc. Thesis Sharif University of Technology Ahmadian, Peyman (Author) ; Akbarzadeh, Abbas (Supervisor)
    Abstract
    Dependence of some magnetic properties such as core loss and permeability on temper rolling was studied in this thesis. It is shown that with a proper temper rolling sharper textures are obtained in the electrical steel and the magnetic properties in the longitudinal and traverse directions are improved. By texture analysis, it is shown that because of temper rolling, shear strain on the surface of the sheet is the main factor for abnormal grain growth and shear texture formation on the surface. The result of formation of this texture is enhancement of the {100} intensity and reduction of the {111} intensity, leading to the improvement of the permeability. Temper rolling is always... 

    Design and Manufactur, Medical Stent at Stainless Steel 316L

    , M.Sc. Thesis Sharif University of Technology Moghtada, Abdolmajid (Author) ; Akbarzadeh, Abbas (Supervisor)
    Abstract
    Due to increased mortality from Coronary Heart Disease, it is important to work on ways to treat this disease. An effective method of treatment on this disease is the coronary stent implantation. There are nearly two decades passed since implanting the first heart stent. The main objective of this research is design and manufacturing of the medical stents of stainless steel 316 L. Stent materials should have excellent corrosion resistance and biocompatibility. Various materials such as stainless steel 316 L, platinum alloys, niobium alloys, cobalt alloys are used for manufacturing the stents. In this project, at the first stage seam tube was prodected with laser welding of a tube with... 

    Bonding Feasibility, Mechanical Properties and Formability of Three-layered St/AZ31/St Composites Fabricated by Roll Bonding

    , M.Sc. Thesis Sharif University of Technology Abedi, Reza (Author) ; Akbarzadeh, Abbas (Supervisor)
    Abstract
    New materials as hybrid materials or laminate composites, due to combination of many properties, can be used in many industries. The aim of this research is bonding of three-layered St/AZ31/St composite by roll-bonding process. The roll-bonding process was performed at three preheating temperatures, 340, 400 and 450 ⁰C, with thickness reduction of 30 to 68% and different thicknesses of intermediate layer (AZ31). In order to improve the bonding strength, the as-rolled specimens were annealed at constant temperature of 375 ⁰C. For evaluation of bond strength and investigating the formation of a diffusion layer, the results of peel test and microscopic images were studied. Tensile specimens... 

    Using ARB Process for Metal Matrix Foam and Composite Production

    , M.Sc. Thesis Sharif University of Technology Khalkhali, Mohammad (Author) ; Akbarzadeh, Abbas (Supervisor)
    Abstract
    Metal matrix composites (MMC) and metal foams (MF) have been the topic of numerous researches during the last decades. The appropriate mechanical and physical properties of these materials make them useful in various industries. In this research, a unique approach is introduced for producing MMCs and MFs in which accumulative roll bonding (ARB) is employed in order to achieve a homogeneous distribution of ceramic particles in the metal matrix. Also, foamed structures can be made by subjecting Al/TiH2 composite to an appropriate annealing heat treatment where TiH2 particles decompose to hydrogen and titanium. In this work, the effect of number of ARB cycles on the size and distribution of... 

    Using FSP Method to Create Composite and Surface Foam with Distribution Gradient of Particles and Porosity as FGM and Study of Physical and Mechanical Properties

    , M.Sc. Thesis Sharif University of Technology Karimi, Mahdi (Author) ; Akbarzadeh, Abbas (Supervisor)
    Abstract
    Nowadays, the tendency to use Al/SiC composites with FGM structure has increased in the automotive and aerospace industries, because in this type of composite, the properties can be gradually changed in the direction of thickness. For example, one composite surface is used as a wear-resistant or high-temperature-resistant coating, and the other surface can be welded, has high thermal conductivity, or has a good toughness. In recent years, methods have been used to make surface composites, most of which are in the molten state and at high temperatures. In this case, the reactions between the compounds can not be easily controlled and the possibility of the formation of undesirable or...