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Evaluation of performance-based mix design for asphalt mixtures containing Reclaimed Asphalt Pavement (RAP)
, Article Construction and Building Materials ; Volume 235 , 2020 ; Sharif University of Technology
Elsevier Ltd
2020
Abstract
In this research, the possibility of producing asphalt mixtures containing Reclaimed Asphalt Pavement (RAP) that perform well from both fatigue and rutting points of view was studied. For this, seven asphalt mixtures with varying RAP percentage and total binder content were produced. All other variables, including the gradation and binder type, were kept constant. To better control for the production variables, the mixtures were produced in the laboratory. Fatigue and rutting properties of the mixtures were evaluated using the Simplified Viscoelastic Continuum Damage (S-VECD) model and Triaxial Stress Sweep (TSS) test, respectively. Next, FlexPAVETM software was utilized to predict the...
An investigation on perpetual asphalt pavements in Minnesota
, Article International Journal of Pavement Research and Technology ; Volume 13, Issue 3 , 2020 , Pages 247-254 ; Sharif University of Technology
Springer
2020
Abstract
Asphalt Pavement Alliance (APA) created the Perpetual Pavement Award program in 2001. This program requires that the roadway has at least 35 years of service at the time of award and had experienced no structural failures. In addition, the program limits candidate roadways to those that have not received more than 100 mm of new asphalt nor have been resurfaced at a frequency exceeding 13 years. Minnesota Department of Transportation (MnDOT) currently owns the record for the most award winners and has received an award every year from 2002 through 2017. This study reviews all the award-winning roadways in Minnesota to determine common material, design factors and considerations which may have...
Providing a Method for Developing Oil & Gas Project’s Time Schedule Automatically, based on Artificial Intelligence and Soft Computing
, M.Sc. Thesis Sharif University of Technology ; Habibi, Moslem (Supervisor)
Abstract
The project schedule is used as a key tool for managers to measure the progress of the project and prevent the deviation of the project from achieving its goals.Project scheduling started with manual methods. After a while, due to the increase in the size of projects and their complexity, the efficiency of traditional methods decreased. After the advances in computer sciences, scientists and experts had moved towards intelligentization and automation.During the past three decades, despite the attention of both academic and industrial fields towards automatic planning and scheduling of projects, Most of the researches focused on construction projects, and unfortunately, a few attentions have...
A Framework for Agile Supply Chain based on Industry 4.0 Enabling Technologies
, M.Sc. Thesis Sharif University of Technology ; Habibi, Moslem (Supervisor)
Abstract
Supply chain management aims to increase customer satisfaction and satisfy demand with the lowest cost by establishing coordination and cooperation among the chain members. However, considerable concerns along supply chain management are reported from both academicians and practitioners. Security, visibility, transparency and traceability are the main challenges confronting supply chain management. The emerging technology named Blockchain is able to address the mentioned challenges by integrating with supply chain management. A prominent point to consider is that whether it is absolutely necessary to adopt blockchain technology in a system or not. If yes, how blockchain should be implemented...
Modeling the Scrum Framework and Different Approaches to its Implementation using CMMN, BPMN and DMN Modeling Languages
, M.Sc. Thesis Sharif University of Technology ; Habibi, Moslem (Supervisor)
Abstract
The breadth and intertwining of the concepts of the Scrum Agile framework has made it difficult to understand the details in relation to each other correctly and quickly, and has faced learning Scrum with a challenge; because the newbies have to choose between schematic and imprecise but general images showing connections and detailed and precise but unstructured texts. On the other hand, the different approaches of Scrum implementation in different organizations according to the different conditions of the organizations and the specific ideas of each organization to personalize Scrum in the places that Scrum has given them this permission, have made the Scrum teams willing to learn as much...
Automatic Detection of Employee Interaction Anti-Patterns in Agile Environments
, M.Sc. Thesis Sharif University of Technology ; Habibi, Moslem (Supervisor)
Abstract
Today, the digital transformation has increasingly confronted software development companies with numerous requests for the production of custom software. Over time, these companies have realized that paying attention only to the technical aspect is not enough for delivering a product that functions correctly; the social dimension must also be considered. Consequently, many agile software development methods have been developed. However, an important point to note is that implementing and maintaining these methods involves many intricacies, with the most significant being the management of interpersonal relationships. With the continuous expansion of technology and the advancement of...
A Stock Portfolio Management Algorithm Based on Fundamental Market Data for Tehran’s Stock Exchange – Case Study on Mining & Metal Industries
, M.Sc. Thesis Sharif University of Technology ; Habibi, Moslem (Supervisor)
Abstract
The aim of this research is to develop and implement a deep reinforcement learning algorithm for portfolio management in the Tehran stock market, which is considered an emerging market with distinct patterns compared to the stock markets of developed countries. In this study, in addition to the market price data extensively used in previous research, we leverage fundamental ratio data extracted from company financial reports, which have received less attention. Furthermore, the research scope is limited to stocks in the mining and metal industries to enable the utilization of specific industry features, such as susceptibility to global prices of a key commodity. The portfolio management...
Using System Dynamics to Compare the Impact of Carbon Reduction Policies on Economic and Environmental Parameters in Iran
, M.Sc. Thesis Sharif University of Technology ; Habibi, Moslem (Supervisor)
Abstract
Greenhouse gases have a large share in pollution and global warming, and carbon dioxide is the main component of more than 80% of greenhouse gas emissions. For this reason, governments are looking for policies at the national and international level to reduce carbon emissions. In this research, using the system dynamics approach, a comprehensive model of the relationship between society, economy and carbon emissions in Iran has been designed. System dynamics is a method to study complex systems, which is used in this research because of the interactions between different parts of society, economy and carbon emissions and to better understand the relationship between them. First, the model is...
Simulating the Provision of Services to the Injured at Transfer Points and Providing a Forecast of the Number of Resources Needed
, M.Sc. Thesis Sharif University of Technology ; Habibi, Moslem (Supervisor)
Abstract
In mass casualty incidents such as earthquakes, hospitals and emergency response systems face significant challenges. To manage this critical situation, transfer points have been introduced as a strategic solution, enhancing the speed and efficiency of casualty transfers, thereby improving the overall performance of hospital services. The aim of this study is to develop a discrete-event simulation model that simulates and evaluates the provision of services to casualties at transfer points while predicting the optimal number of resources needed, including ambulances, triage staff, and medical personnel, in various emergency conditions. Additionally, a location model is designed to optimally...
Automatic Financial Statement Defect Detection of Publicly-traded Companies
, M.Sc. Thesis Sharif University of Technology ; Habibi, Moslem (Supervisor)
Abstract
Detecting defects in financial statements is crucial because such defects can impact the transparency, accuracy, and reliability of financial reports and influence the decision-making of stakeholders. This study aims to provide a novel approach for identifying defects in the financial statements of companies listed on the Tehran Stock Exchange. In this research, a defect is defined as a difference in data items between audited and unaudited financial statements, which may indicate either unintentional or intentional deviations or signal a potential fraud. The data for this study was automatically collected from the Codal system and includes both audited and unaudited financial reports in the...
A Feasibility Study in Fuel Cell Hydrogen Storage Capacity Increase Using Carbon Nanotubes Technology and Molecular Dynamics Simulation
, M.Sc. Thesis Sharif University of Technology ; Darbandi, Masoud (Supervisor)
Abstract
Hydrogen fuel cell is one important choice to supply energy for vehicles in near future. The lack of a safe but inexpensive technology to store hydrogen in a vehicle tank is a serious challenge to commercialize the application of fuel cells. Past experiments have shown that carbon nanostructures, especially single walled carbon nanotubes, have considerable capacity to boost up hydrogen storage. Therefore, many studies have been performed to investigate the possibility of higher hydrogen storage capability using nanostructures for the past decade. Molecular dynamics method which is considered as one of the most important tools in studying nanostructures has shown vast applications in these...
Liquefaction Effects on (a) Individual and Group of Capless Piles and (b) Group of three Piles under Real and Artificial Earthquakes
, M.Sc. Thesis Sharif University of Technology ; Haeri, Mohsen (Supervisor)
Abstract
In the areas where the soil beneath the foundation is made of loose to semi-consolidated sand or noncohesive silts, Buildings and bridges are usually built on the pile foundations. One important issue that must be considered in the design of piles in saturated sandy soils, is liquefaction potential of saturated sandy soil under earthquake loads. During the earthquake, saturated sandy soil faces the sudden loss of shear strength in other word it liquifies . Liquefied Soil acts like a viscous fluid. This behaviour considerably increases the soil deformation and consequently the widespread disruption of soil layers, causes large deformation and applies great amount of forces on the piles...
Tax Incidence; Evidence from Iran’s VAT
, M.Sc. Thesis Sharif University of Technology ; Vesal, Mohammad (Supervisor)
Abstract
In this paper we determine “Tax Incidence” of value added tax (VAT). Incidence Tax represents tax burden that is imposed to each tax-payers: consumers or producers. Value added tax was first implemented in Iran in Mehr 1387. Providing a natural experiment condition, it made it possible to measure tax incidence by using difference-in-difference method. Therefore, data of monthly consumer price index of 23 tax-exempt commodities, and 23 taxable commodities, have been used from Farvardin 1384 till Esfand 1393. According to the results, from 1387 to 1390, no tax incidence regarding value added tax was found. It seems, in the first years of implementation, it is the result of its resemblance with...
Numerical study of species separation in rarefied gas mixture flow through micronozzles using DSMC
, Article Physics of Fluids ; Volume 31, Issue 4 , 2019 ; 10706631 (ISSN) ; Darbandi, M ; Sharif University of Technology
American Institute of Physics Inc
2019
Abstract
This work investigates the species separation in the rarefied flow of the argon-helium mixture through convergent-divergent micronozzles. Imposing a molecular mass ratio in the order of 10, the flow of this mixture can lead to the formation of serious nonhomogeneous phenomena such as the species separation. This study is performed in the ranges of 2.0-4.0 for the geometrical expansion ratio, 200-400 K for the wall temperature, and 0.003-1.454 for the inlet Knudsen number. The effects of these parameters are examined on the separative performances of micronozzle. The direct simulation Monte Carlo method is selected as the solution method because it can provide reliable solutions in the...
Developing a Hybrid Continuum-Molecular Method to Analyze Binary Gas Mixing and Separation Processes
, Ph.D. Dissertation Sharif University of Technology ; Darbandi, Masoud (Supervisor)
Abstract
The co-existance of rarefied and near-continuum flow regimes is widelyencountered in analyzing the multiscale flow problems, e.g., micro-and nanoflows. Previous investigations have revealed that the continuum-based simulation methods would suffer from the lack of accuracy to predict the rarefied flow regimes. On the other hand, the molecular simulation methods are not computationally efficient in simulating the near-continuum flow regimes. Therefore, the use of hybrid simulation methods has been recommended as a serious alternative to simulate the multiscale flow problems. These methods apply the molecular methods in solving the rarefied flow regions and the continuum methods in solving the...
Separation of Employment and Production, and Capital Intensive Iranian Economy
, M.Sc. Thesis Sharif University of Technology ; Nili, Masoud (Supervisor)
Abstract
In the Iranian economy, the unemployment rate has always been volatile and double-digit, and this has had a devastating effect on people's livelihoods and the welfare of society. Therefore, job creation has always been the main concern of policymakers. To increase employment, based on the Okun's law, the output must be increased. Since from an economic point of view, economic growth should be accompanied by employment growth and there should be a positive relationship between the employment growth rate and the country's economic growth rate. But in 1384 to 1398, the Iranian labor market has experienced a puzzling behavior in terms of the growth of the total number of employees and the growth...
SUT-Crack: A comprehensive dataset for pavement crack detection across all methods
, Article Data in Brief ; Volume 51 , 2023 ; 23523409 (ISSN) ; Sepidbar, A ; Sharif University of Technology
Elsevier Inc
2023
Abstract
The SUT-Crack dataset (Sharif University of Technology Crack Dataset) presents a collection of high-quality images depicting asphalt pavement cracks specifically designed to facilitate crack detection using various deep learning methods, including classification, object detection, segmentation, etc. During the dataset creation process, careful consideration was given to encompass all possible crack detection challenges, such as the presence of oil stains and shadows on the pavement surface along with varying lighting conditions. The dataset comprises 130 images designed specifically for segmentation and object detection tasks. Each image is accompanied by precise ground truth annotations....
Hybrid method: automatic crack detection of asphalt pavement images using learning-based and density-based techniques
, Article International Journal of Pavement Research and Technology ; 2023 ; 19966814 (ISSN) ; Mohammadi, M ; Sharif University of Technology
Springer
2023
Abstract
Pavement distress is a major contributor to overall road quality degradation. Maintaining roadways with the use of a Pavement Management System requires an extensive and up-to-date inventory of the many types of roadway distress. Such inventory for a road network can be labor-intensive and time-consuming to create. This study introduces a novel method, called Hybrid Method, to detect asphalt pavement surface cracks based on 2D images. Hybrid Method consists of two separate techniques, proposed by this study, which are combined to detect cracks. The first is a supervised learning-based technique which requires annotated images. This approach utilizes the Local Binary Pattern (LBP) as a...
The Nonlinear Analysis of the Behavior of Precast Concrete Structures Under Seismic Loads and Obtaining the Base Shear Using the Performance Based Design
,
M.Sc. Thesis
Sharif University of Technology
;
Khaloo, Alireza
(Supervisor)
Abstract
Studies have shown that by reducing the stiffness of structures the seismic load imposed on them is reduced. In this research the effect of two different precast connections on the seismic response of precast concrete structures with shear walls during earthquakes was studied. The connections were vertical connections and were used to connect the two halves of the shear walls together. The results were compared with that of a wet connection. In this research 46 different structures were analyzed. The buildings were 9, 6 and 3 stories. In order to obtain the best seismic behavior different combinations of steel were considered among the connections. The seismic behavior of the structures were...
Investigating the Effect of Knowledge Sharing Factors in Determining the Size of Agile Teams
, M.Sc. Thesis Sharif University of Technology ; Habibi, Moslem (Supervisor)
Abstract
Today, knowledge is the most important resource in software development. The success of software development relies on the exchange of knowledge between software developers working in different agile teams. The purpose of this research is to determine the size of agile teams according to knowledge sharing factors. Knowledge sharing factors between work teams have been extracted by searching articles; Then, all these factors, which are classified into five main categories: individual, organizational, technological, cultural, and geographical, were investigated and separated according to the working conditions in Iran, and finally, the important factors were identified by the evaluation of...