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Software Defect Prediction in Object-Oriented Web Applications using Deep Learning
, M.Sc. Thesis Sharif University of Technology ; Habibi, Jafar (Supervisor)
Abstract
In this thesis, a method for predicting software defects in object-oriented web applications using deep learning is presented. Due to the increasing complexity of web-based software, such as e-commerce systems and financial businesses, maintaining the quality and reliability of these programs is of great importance. Software defects in such environments can lead to security problems, financial losses and loss of reputation of organizations. Therefore, an efficient method to predict and identify defects in the early stages of software development can help improve quality and reduce software development and maintenance costs. The proposed model in this research is a combination of...
Direct Torque Control in Brushless Doubly-Fed Induction Motor
, M.Sc. Thesis Sharif University of Technology ; Kaboli, Shahriyar (Supervisor)
Abstract
Common induction motors are controlled with the stator voltage and so all the power passes throw the converter. In the Brushless Doubly-fed Induction Motor (BDFM) a converter with smaller size and lower cost can be used. Also its brushless operation and cage rotor are advantages in comparison with doubly-fed induction motors with rotor excitation. Direct Torque Control is a method to control induction motors. Its advantages include fast responses to flux and torque commands, not requiring to know machine parameters except winding resistors, and easy implementation. In this thesis application of this method to control the BDFM is studied. At the first, electromagnetic mechanism and coupling...
Stress-Based Topology Optimization of Multi-Material Structures with Convolutional Neural Networks
, M.Sc. Thesis Sharif University of Technology ; Asghari, Mohsen (Supervisor)
Abstract
In this study, a novel approach is proposed for analyzing multi-material topology optimization problems with stress constraints. Instead of interpolating the stress tolerance of materials, the proposed method divides the stress exerted on each finite element among the existing materials within the element and directly compares it with the stress tolerance of each material. This method not only reduces computational load but also effectively prevents the occurrence of stress singularity phenomena. To evaluate the effectiveness of the proposed method, two problem formulations were investigated. In the first formulation, the structure's mass is considered as the objective function, with stress...
Mesoscale finite element prediction of concrete failure
, Article Computational Materials Science ; Volume 50, Issue 7 , 2011 , Pages 1973-1990 ; 09270256 (ISSN) ; Hosseini, M ; Yaghoobi, M ; Sharif University of Technology
2011
Abstract
The present paper studies the failure of concrete from the mesoscopic point of view. Biphasic cubic concrete samples containing spherical aggregates embedded in a homogenized mortar have been simulated using standard finite element method. Linear elasticity and damage-plasticity hypotheses are considered for the aggregates and mortar, respectively. Various triaxial loading conditions are assumed for each sample to generate adequate discrete failure points within the stress space. In the next step, the approximated failure surfaces of specimens are constructed using the Delaunay triangulation technique. The effects of mesostructural features such as aggregate grading curve, aggregate...
Entrepreneur Perceived Authentic Leadership Effect on Venture Success
, M.Sc. Thesis Sharif University of Technology ; Kiamehr, Mahdi (Supervisor)
Abstract
Innovative applicable ideas, are driving engine for technological enhances (developments), that are made in mind of entrepreneurs, inventors, and initiators; and with their serious follow up in the form of new business, reaches to successful outcome and the concept of entrepreneurship commences. But most of these entrepreneurs are brainy young graduates without experience in three main factors for success that is, management knowledge and experience, sufficient financial resources, connection with market and customer in competitive market. Nowadays venture capitals who lean over their precious intuition, with accepting computable or incomputable risks, actively accompany entrepreneurs and...
Design and Prototyping of a Fast Acting Gyroscopic Actuator for Vehicle Stability Applications
, M.Sc. Thesis Sharif University of Technology ; Durali, Mohammad (Supervisor)
Abstract
Cars with high center of gravity, such as SUV-Sport Utility Vehicles- have high tendency to roll over in high speeds and rapid maneuvers. An idea formerly proposed is to use a high speed rotating disc like a gyroscope on the onset of the rollover to exert a high stabilizing moment on the vehicle, and consequently prevent rollovers. Also using two counter rotating discs with opposite nutation will prevent interference with the car other degrees of freedom. To reduce the interference of the spinning discs with the vehicle dynamics, the discs are to be brought to speed by the action of a high accelerating mechanism during the rollover process(similar to the action of an airbag). This project...
Design of a 2-12-GHz bidirectional distributed amplifier in a 0.18- mu m CMOS technology
, Article IEEE Transactions on Microwave Theory and Techniques ; Volume 67, Issue 2 , 2019 , Pages 754-764 ; 00189480 (ISSN) ; Meghdadi, M ; Yaghoobi, M ; Medi, A ; Sharif University of Technology
Institute of Electrical and Electronics Engineers Inc
2019
Abstract
This paper presents the design and implementation of a bidirectional distributed amplifier (BDDA) in a 0.18- boldsymbol mu ext{m} CMOS process. The performance of the BDDA is theoretically analyzed, and the optimum number of gain stages ( n-{ ext {opt}} ), maximum achievable power gain ( G-{P} ), and circuit bandwidth are formulated. In addition, a new formula for proper choice of the number of DA stages (i.e., n ) is offered where dc-power consumption of the circuit ( P-{ ext {dc}} ) is also considered. This formula optimizes G-{P}/P-{ ext {dc}} , and it is preferred over the conventional n-{ ext {opt}} formula. To validate the theoretical analyses, a 2-12-GHz BDDA with high output 1-dB...
Thermal buckling analysis of piezoelectric functionally graded plates with temperature-dependent properties
, Article Mechanics of Advanced Materials and Structures ; Volume 22, Issue 10 , Nov , 2015 , Pages 864-875 ; 15376494 (ISSN) ; Fereidoon, A ; Khaksari Nouri, M ; Mareishi, S ; Sharif University of Technology
Taylor and Francis Inc
2015
Abstract
In this study, the thermal buckling analysis of hybrid laminated plates made of two-layered functionally graded materials (FGMs) that are integrated with surface-bonded piezoelectric actuators referred to as (P/FGM)s are investigated. Material properties for both substrate FGM layers and piezoelectric layers are temperature-dependent. Uniform temperature rise as a thermal load and constant applied actuator voltage are considered for this analysis. By definition of four new analytic functions, the five coupled governing stability equations, which are derived based on the first-order shear deformation plate theory, are converted into fourth-order and second-order decoupled partial differential...
An interface–particle interaction approach for evaluation of the co-encapsulation efficiency of cells in a flow-focusing droplet generator
, Article Sensors (Switzerland) ; Volume 20, Issue 13 , 2020 , Pages 1-17 ; Saidi, M. S ; Ghadami, S ; Kashaninejad, N ; Sharif University of Technology
MDPI AG
2020
Abstract
Droplet-based microfluidics offers significant advantages, such as high throughput and scalability, making platforms based on this technology ideal candidates for point-of-care (POC) testing and clinical diagnosis. However, the efficiency of co-encapsulation in droplets is suboptimal, limiting the applicability of such platforms for the biosensing applications. The homogeneity of the bioanalytes in the droplets is an unsolved problem. While there is extensive literature on the experimental setups and active methods used to increase the efficiency of such platforms, passive techniques have received less attention, and their fundamentals have not been fully explored. Here, we develop a novel...
Closure to "water hammer in a horizontal rectangular conduit containing air-water two-phase slug flow" by Amin Eyhavand-Koohzadi, Seyed M. Borghei, and Abdorreza Kabiri-Samani
, Article Journal of Hydraulic Engineering ; Volume 143, Issue 9 , 2017 ; 07339429 (ISSN) ; Kabiri Samani, A ; Sharif University of Technology
2017
Zoning of Dust Hotspots and Investigation of their Formation Factors
, M.Sc. Thesis Sharif University of Technology ; Tajrishy, Massoud (Supervisor)
Abstract
Identification of dust storm hotspots using high resolution 1 km MODIS Aerosol Optical Depth (AOD) data obtained by MAIAC algorithm for a region including Iran and its neighbors, is one of the objectives of the present study. By implementing three important statistics on AOD and averaging over the last decade time period (2009-2019), dust sources of Iran, Iraq, Syria, Saudi Arabia, Oman, Afghanistan, and Pakistan were specified. These statistics include frequency of occurrence AOD>0.3, mean and coefficient of variation of aerosol optical depth. The membership rank of source zones in the set of hotspot areas has been obtained by applying the fuzzy logic approach on the three mentioned layers....
Design of A Digitally Controlled Bias Chip For A Transceiver
, M.Sc. Thesis Sharif University of Technology ; Medi, Ali (Supervisor) ; Sheikhaei, Samad (Supervisor)
Abstract
Advances in IC fabrication makes possible have systems on chips. In this thesis we have designed and fabricated a digitally controlled bias chip for a transceiver which can be programmed by its digital interface. In this thesis, briefly we review basics of voltage regulators and methods for controlling them. Then we introduce high voltage 0.18um CMOS technology. In this thesis, we describe the requirements of a specific transceiver and present a system to overcome these requirements. This system has positive, negative and internal regulators, a five-bit analog to digital converter, temperature sensors, power amplifier controller and digital serial interface. In this thesis, we present a...
A new image texture extraction algorithm based on Matching Pursuit Gabor wavelets
, Article 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05, Philadelphia, PA, 18 March 2005 through 23 March 2005 ; Volume II , 2005 , Pages II740-II744 ; 15206149 (ISSN); 0780388747 (ISBN); 9780780388741 (ISBN) ; Rabiee, H. R ; Ghanbari, M ; Shamsollahi, M. B ; Sharif University of Technology
2005
Abstract
Feature vector extraction, based on local image texture, is a primitive algorithm for many other applications, like segmentation, clustering and identification. If these feature vectors are a good match to the human visual system (HVS), we can expect to get the appropriate results by using them. Gabor filters has been used for this purpose successfully. In this paper we introduce a novel refinement, with the use of Matching Pursuit (MP) to improve the Gabor based texture feature extractor. With this improvement, we show that the separability of different textures will increase. Another consideration in this work is computation complexity. Therefore, we limit the basis function set to reduce...
Effect of Corner Radius on Axially-Loaded Square RC Columns Confined with FRP Laminates
, M.Sc. Thesis Sharif University of Technology ; Mostofinejad, Davoud (Supervisor)
Abstract
FRP confinement studies on concrete square columns and its effect on design and retrofitting has been the topic of numerous studies in recent years and due to wide spread usage of FRP in structural retrofitting, these studies are still carried out by researchers. One of the most common and accurate methods for predicting the behavior of structures is modeling by Finite Elements Method (FEM). This study aims to assess the effects of corner radius on axially loaded reinforced FRP-confined concrete columns and their behavior for different corner radiuses using FEM software. Using the capability of FEM in ABAQUS software (V 6.8-1), the behavior of square reinforced concrete (RC) columns...
Effects of anti-vortex plates on air entrainment by free vortex
, Article Scientia Iranica ; Volume 20, Issue 2 , 2013 , Pages 251-258 ; 10263098 (ISSN) ; Borghei, S. M ; Sharif University of Technology
2013
Abstract
Free surface vortex and air entrainment are not favorable experiences in hydropower and pumping projects. While complete omission of vortex and air entrainment is not always cost effective, partially weakened free-surface vortex flow is more economical and practical. Hence, in this study, a comprehensive set of experiments were conducted to partially reduce vortex strength and air entrainment at vertical pipe intakes, using rectangular anti-vortex plates. This phenomenon results in increasing water discharge compared with a corresponding free-surface vortex for the same water depth, i.e. in cases of shaft spillway. The plates were used as singles and in pairs and placed symmetrically and...
Pressure loss in a horizontal two-phase slug flow
, Article Journal of Fluids Engineering, Transactions of the ASME ; Volume 132, Issue 7 , 2010 , Pages 0713041-0713048 ; 00982202 (ISSN) ; Borghei, S. M ; Sharif University of Technology
2010
Abstract
The study of air-water, two-phase flows in hydraulic structures such as pressurized flow tunnels, culverts, sewer pipes, junctions, and similar conduits is of great importance for design purposes. Air can be provided by vortices at water intakes, pumping stations, aerators, steep channels, etc. Under certain conditions, air may also be introduced into pressurized intake systems, which may form large bubbles in portions of the pipe. The bubbles may, in turn, cause an unstable slug flow, or other flow patterns, that leads to sever periodic transient pressure. In this paper, an experimental model (a circular and transparent pipeline, 90 mm in ID and 10 m in length) is used to predict pressure...
Experimental parametric study and design of Piano Key Weirs by O. MACHIELS, M. PIROTTON, A. PIERRE, B. DEWALS and S. ERPICUM, J. Hydraulic Res. 52(3), 2014, 326-335
, Article Journal of Hydraulic Research ; Volume 53, Issue 4 , 2015 , Pages 543-545 ; 00221686 (ISSN) ; Parvaneh, A ; Kabiri Samani, A ; Sharif University of Technology
Taylor and Francis Ltd
2015
Effect of anti-vortex plates on critical submergence at a vertical intake
, Article Scientia Iranica ; Volume 17, Issue 2 A , 2010 , Pages 89-95 ; 10263098 (ISSN) ; Kabiri Samani, A. R ; Sharif University of Technology
2010
Abstract
One of the sources of disturbance at intakes is the occurrence of free-surface vortices with an air core. The most common solution for avoiding air-entrainment is the use of anti-vortex devices and, especially, plates for large pipe or shaft intakes. If plates are used, then, the geometry and position of them should be studied experimentally. Since only general guidance for use of plates is available, a study for the more precise placement of plates is needed. Hence, a comprehensive set of experiments have been carried out using rectangular plates with different dimensions and at various positions with respect to the vertical outlet pipe intakes and two different pipe diameters (D = 75 and...
Clock feed-through analysis in switched-capacitor integrator transmission gates switches
, Article 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2009, Chonburi, 6 May 2009 through 9 May 2009 ; Volume 1 , 2009 , Pages 500-503 ; 9781424433889 (ISBN) ; Torkzadeh, P ; Shariati Samani, S ; Sharif University of Technology
2009
Abstract
Sigma-Delta modulator ADCs used in signal processing applications are usually implemented by switched-capacitor (SC) circuits and CMOS transmission gates. Clock feed-through effect is one of the main non-ideal parameters existing in SC integrators degrading modulator total SNDR and its linearity. In this paper, a comprehensive analysis of clock feed-through effect on CMOS transmission gates on both rising and falling edges on output node will be presented. The main interferer parameters such as clock signal timing model, input signal level and switch parameters effect on output error will be analyzed. Finally, circuit simulations using 0.18um CMOS technology in ADS environment show the...
Discussion of "prediction of discharge capacity over two-cycle labyrinth side weir using ANFIS" by M. cihan aydin and korhan kayisli
, Article Journal of Irrigation and Drainage Engineering ; Volume 143, Issue 7 , 2017 ; 07339437 (ISSN) ; Kabiri Samani, A ; Parvaneh, M ; Sharif University of Technology
2017