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    Pattern recognition analysis of gas chromatographic and infrared spectroscopic fingerprints of crude oil for source identification

    , Article Microchemical Journal ; Volume 153 , 2020 Hashemi Nasab, F. S ; Parastar, H ; Sharif University of Technology
    Elsevier Inc  2020
    Abstract
    In this study, a chemometric strategy was developed for analysis of gas chromatographic (GC) and infrared spectroscopic (FT-IR) fingerprints of nine crude oil samples from the main oil wells of Iran to classify them and to find their origins. In this regard, a fractionation method based on saturated, aromatic, resin, and asphaltene (SARA) test was used. Then, these fractions were analyzed by GC-FID and GC–MS. Also, nine crude oil samples were analyzed by FT-IR. The obtained GC fingerprints were aligned using correlation optimized warping (COW) and auto-scaled, and then analyzed using principal component analysis (PCA) and hierarchical cluster analysis (HCA). Evaluation of PCA scores plot... 

    Vis-NIR hyperspectral imaging coupled with independent component analysis for saffron authentication

    , Article Food Chemistry ; Volume 393 , 2022 ; 03088146 (ISSN) Hashemi Nasab, F. S ; Parastar, H ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    In the present contribution, visible-near infrared hyperspectral imaging (Vis-NIR-HSI) combined with a novel chemometric approach based on mean-filed independent component analysis (MF-ICA) followed by multivariate classification techniques is proposed for saffron authentication and adulteration detection. First, MF-ICA was used to exploit pure spatial and spectral profiles of the components. Then, principal component analysis (PCA) and hierarchical cluster analysis (HCA) were used to find patterns of authentic samples based on their distribution maps. Then, detection of five common plant-derived adulterants of saffron including safflower, saffron style, calendula, rubia and turmeric were... 

    Multiple adulterants detection in turmeric powder using Vis-SWNIR hyperspectral imaging followed by multivariate curve resolution and classification techniques

    , Article Microchemical Journal ; Volume 185 , 2023 ; 0026265X (ISSN) Hashemi Nasab, F.S ; Talebian, S ; Parastar, H ; Sharif University of Technology
    Elsevier Inc  2023
    Abstract
    In the present contribution, visible and short wavelengths of near infrared hyperspectral imaging (Vis-SWNIR-HSI) combined with different chemometric techniques is proposed as a novel technique for turmeric authentication and multiple adulterants (corn flour, rice flour, starch, wheat flour, and zedoary) detection. In this regard, twenty-three samples of turmeric were collected as whole rhizomes or powdered from seven countries and then their VIS-SWNIR hyperspectral images were obtained in 400–1000 nm using SPECIM IQ HSI device. Two multivariate resolution techniques of multivariate curve resolution-alternating least squares (MCR-ALS) and mean-field independent component analysis (MF-ICA)... 

    Numerical Simulation of 2D Compressible Mixing Layer Flow using Vorticity Confinement Method

    , M.Sc. Thesis Sharif University of Technology Hashemi Nasab, Hossein (Author) ; Hejranfar, Kazem (Supervisor)
    Abstract
    The main objective of this study is to evaluate the accuracy and performance of the vorticity confinement (VC) method implemented in a second-order finite volume flow solver for solving two-dimensional compressible mixing layer flows. The spatial discretization of the system of governing equations is performed by a second-order central difference finite volume method and a fourth-order Runge-Kutta method is used for the time integration. To have a stable solution, the second- and fourth-order numerical dissipation terms are applied. At first, two problems, namely, the advection of an isentropic vortex and the shock-vortex interaction are numerically solved and the effects of the confinement... 

    Development of a Lattice Boltzmann Method in an Arbitrary Lagrangian-Eulerian Framework for Simulating Compressible Flows over Moving Bodies

    , Ph.D. Dissertation Sharif University of Technology Hashemi Nasab, Hossein (Author) ; Hejranfar, Kazem (Supervisor)
    Abstract
    The objective of this study is to develop and apply an arbitrary Lagrangian-Eulerian unstructured finite-volume lattice-Boltzmann method (ALE-FVLBM) for solving two-dimensional compressible flows around moving bodies. The two-dimensional compressible form of the LB equation, along with the Batangar-Gross-Crook (BGK) approximation for modeling the collision operatore, and the D2Q65 Watari model for modeling the equilibrium distribution function, are considered here. The resulting LB equation is formulated in the ALE framework on an unstructured body-fitted mesh to correctly model the body shape and properly incorporate the mesh movement due to the body motion. The spatial discretization of... 

    Application of arbitrary Lagrangian–Eulerian unstructured finite volume lattice Boltzmann method to simulate compressible viscous flows over moving bodies

    , Article Meccanica ; Volume 58, Issue 12 , 2023 , Pages 2329-2346 ; 00256455 (ISSN) Hashemi Nasab, H ; Hejranfar, K ; Azampour, M. H ; Sharif University of Technology
    Springer Science and Business Media B.V  2023
    Abstract
    In this work, a central difference unstructured finite volume lattice Boltzmann method (FVLBM) in an arbitrary Lagrangian–Eulerian (ALE) framework is applied to effectively simulate the compressible viscous flows over moving bodies. Here, the two-dimensional compressible LB equation based on the multispeed Watari model is formulated in the ALE framework on an unstructured body-fitted mesh and the resulting equation is discretized by using the cell-centered finite volume method in which a central averaging scheme is made to calculate the numerical fluxes. A suitable dissipation term is added to the formulation to ensure the stability of the numerical scheme applied. The time integration is... 

    Development of Chemometric Pattern Recognition Methods Combined with Gas Chromatography for The Analysis of Chromatographic Fingerprints of Crude Oils and Identification of Thier Sources

    , M.Sc. Thesis Sharif University of Technology Hashemi Nasab, Fatemeh (Author) ; Parastar Shahri, Hadi (Supervisor)
    Abstract
    In recent years, with increasing spills of oil and related petroleum products in the marine environment , the need for source identification of crude oil is increasing rapidly. Oil spill can have serious biological and economic impacts. There are many oil tankers on the surface of the sea and 0.68х109 kg crude oil spilled into soil per year . The source identification of oil spills can be a considerable challenge so these studies analytically and environmentally are important. The purpose of this study was to provide an update of the state-of-the-art of oil fingerprinting techniques to demonstrate the use of a rapid, inexpensive and useful technique for distinguishing between crude oils. In... 

    Mutual information map as a new way for exploring the independence of chemically meaningful solutions in two-component analytical data

    , Article Analytica Chimica Acta ; Volume 1227 , 2022 ; 00032670 (ISSN) Hashemi Nasab, F.S ; Abdollahi, H ; Tauler, R ; Rukebusch, C ; Parastar, H ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    In the present contribution, a new approach based on mutual information (MI) is proposed for exploring the independence of feasible solutions in two component systems. Investigating how independent are different feasible solutions can be a way to bridge the gap between independent component analysis (ICA) and multivariate curve resolution (MCR) approaches and, to the best of our knowledge, has not been investigated before. For this purpose, different chromatographic and hyperspectral imaging (HSI) datasets were simulated, considering different noise levels and different degrees of overlap for two-component systems. Feasible solutions were then calculated by both grid search (GS) and... 

    Development and Application of Chemometric Methods for Hyperspectral Image Analysis for Authentication and Adulteration Detection in Food (Saffron and Turmeric)

    , Ph.D. Dissertation Sharif University of Technology Hashemi Nasab, Fatemeh Sadat (Author) ; Parastar Shahri, Hadi (Supervisor) ; Abdollahi, Hamid (Supervisor)
    Abstract
    The use of hyperspectral images to detect food fraud has become popular and it is necessary to develop chemometrics methods for analyzing the data from these images. Additionally, food authenticity has become a major challenge, and the focus of this thesis is on developing multivariate methods in chemometrics to extract useful information from data obtained from food authenticity verification using hyperspectral imaging (HSI). This thesis consists of six chapters. In the first chapter, a brief introduction to the fundamentals of hyperspectral imaging and food authenticity verification is presented. In the second chapter, the data structure of these images and chemometric methods including... 

    Free Vibration and Buckling Analysis of a Laminated Composite Cylinder Made of Functionally Graded Material with Lengthwise Properties Variation Including Thermal Effects

    , M.Sc. Thesis Sharif University of Technology Hashemi, Mehdi (Author) ; Kargarnovin, Mohammad Hossein (Supervisor)
    Abstract
    In recent decades, employing fiber-reinforced composite has growing field in various industries due to distinct features like high specific stiffness and strength. Studies in case of this type of composite have not been stopped and nowadays, widespread researches are conducted over optimization of them. As a result, the effect of distributing fiber in this composite by taking the concept of functionally graded materials, on vibrations and buckling behaviors including natural frequencies and minimum axial bulking load under different boundary conditions for a multi-layered cylindrical shell in which volume fraction of fiber along its length varies according to power-law model are investigated... 

    Investigating the Microstructure, Mechanical Properties and Biodegradation Behaviour of Mg‒1Zn‒0.2Ag/MgO Composites

    , M.Sc. Thesis Sharif University of Technology Hashemi, Mohammad (Author) ; Alizadeh, Reza (Supervisor) ; Aashouri, Hossein (Supervisor)
    Abstract
    Magnesium and its alloys have gained a lot of interest recently in the field of biodegradable implants, particularly in the field of orthopedics, mainly due to their excellent compatibility, low density and similarity of their mechanical properties with the human bone. However, the main weakness of magnesium for such applications is that it corrodes faster than the time required for complete healing of the tissue. Different properties of Mg can be improved by making composites. In this research, 1% and 2% of MgO microparticles were added to the Mg-1Zn-0.2Ag alloy. These composites were made by the stir casting technique, and after that, the samples' microstructure, mechanical... 

    Investigating the Effects of Heat Treatment and Ag Addition on the Microstructure, Mechanical Properties and Corrosion Behavior of

    , M.Sc. Thesis Sharif University of Technology Saadatmand Hashemi, Shakiba (Author) ; Alizadeh, Reza (Supervisor) ; Ashuri, Hossein (Supervisor)
    Abstract
    Magnesium and its alloys are among the new degradable implants due to their characteristics such as biodegradability, low density, elastic modulus close to bone, and biocompatibility, which have received much attention from researchers. However, in most biological applications, the insufficient corrosion resistance of this alloy causes the accumulation of hydrogen gas around the implant, the loss of mechanical strength and its destruction before the completion of the treatment period. In this research, magnesium base alloys Mg–4Sn, Mg–4Sn–0.2Ag and Mg–4Sn–1Ag are investigated to improve mechanical strength and corrosion resistance. Finally, after casting and alloying, microstructural,... 

    Electroelastic Analysis of Piezoelectric Composites Using Electro-Echanical Equivalent Inclusion Method:A Micromechanical Approach

    , Ph.D. Dissertation Sharif University of Technology Hashemi, Roohollah (Author) ; Kargarnovin, Mohammad Hassan (Supervisor) ; Mohammadi Shodja, Hossein (Supervisor)
    Abstract
    It is the main idea of present thesis to provide a micromechanical method as a general treatment for several fundamental problems of the piezoelectric inhomogeneities. For initial demonstration of pertinent methodology, a single piezoelectric inhomogeneity of ellipsoidal geometry, under non-uniform far-field loading is considered. Accordingly, it is taken equivalent to elastic and dielectric inclusion problems connected by proper eigenstrain-electric field. This approach is named the electro-mechanical equivalent inclusion method (EMEIM) and requires that the electroelastic fields of the inhomogeneity to be equal to fields of the equivalent inclusions. Afterwards, the complex problem of... 

    Lot sizing and job shop scheduling with compressible process times: A cut and branch approach

    , Article Computers and Industrial Engineering ; Volume 85 , 2015 , Pages 196-205 ; 03608352 (ISSN) Karimi Nasab, M ; Modarres, M ; Sharif University of Technology
    Elsevier Ltd  2015
    Abstract
    This paper studies simultaneous lot sizing and scheduling problem in a job shop environment over a finite number of periods. The machines are flexible such that the production manager is able to change their working speeds. Also, the production schedule of the items over machines should be in consistence with technological precedence relationships. The problem is formulated as an integer linear program. Then, a number of valid inequalities are developed based on the problem structures. The proposed valid inequalities are added to the problem formulation in a "cut and branch" manner to accelerate the search process by common solvers. Finally, performance of the valid inequalities is... 

    Thermal stresses and kinetics of phase transformation on the run-out table after hot strip rolling of low-carbon steels

    , Article International Journal of Advanced Manufacturing Technology ; Volume 83, Issue 9-12 , 2016 , Pages 1725-1736 ; 02683768 (ISSN) Hasan Nasab, M ; Serajzadeh, S ; Sharif University of Technology
    2016
    Abstract
    A thermo-elastic analysis coupled with a phase change model is employed to evaluate thermal stresses as well as progress of austenite decomposition after hot strip rolling operations. The thermo-mechanical finite element analysis is utilized to assess the distributions of temperature and thermal stresses during cooling while at the same time, a model based on the additivity rule is used to determine the rate of austenite to ferrite decomposition. The proposed model is applicable to multi-pass rolling schedules while the effects of different process parameters including the rolling speed and cooling configuration of the run-out table can be taken into account. In order to verify the... 

    A Multi-Output high voltage dc power supply with fast regenerative rectifier

    , Article 26th Iranian Conference on Electrical Engineering, ICEE 2018, 8 May 2018 through 10 May 2018 ; 2018 , Pages 1264-1268 ; 9781538649169 (ISBN) Naghibi Nasab, J ; Kaboli, S ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2018
    Abstract
    A major problem in a multiple output converter structure is the different power flow via its various outputs. This problem leads to unwanted input DC-link voltage. This paper studies full bridge based DC-DC converters with multiple outputs. The effect of power flow variation is studied and a regenerative converter topology which controls the DC-link voltage by space voltage vector modulation technique is proposed. The proposed converter has a fast response to control the DC-link voltage in an acceptable band. Simulation and experimental results are presented to verify the analytical studies. © 2018 IEEE  

    Estimation of origin–destination matrices using link counts and partial path data

    , Article Transportation ; Volume 47, Issue 6 , 2020 , Pages 2923-2950 Rostami Nasab, M ; Shafahi, Y ; Sharif University of Technology
    Springer  2020
    Abstract
    After several decades of work by several talented researchers, estimation of the origin–destination matrix using traffic data has remained very challenging. This paper presents a set of innovative methods for estimation of the origin–destination matrix of large-scale networks, using vehicle counts on links, partial path data obtained from an automated vehicle identification system, and combinations of both data. These innovative methods are used to solve three origin–destination matrix estimation models. The first model is an extension of Spiess’s model which uses vehicle count data while the second model is an extension of Jamali’s model and it uses partial path data. The third model is a... 

    New half-pixel accuracy motion estimation algorithms for low bitrate video communications

    , Article Scientia Iranica ; Volume 15, Issue 6 , 2008 , Pages 507-516 ; 10263098 (ISSN) Mahdavi Nasab, H ; Kasaei, S ; Sharif University of Technology
    Sharif University of Technology  2008
    Abstract
    Fractional-pixel accuracy Motion Estimation (ME) has been shown to result in higher quality reconstructed image sequences in hybrid video coding systems. However, the higher quality is achieved by notably increased Motion Field (MF) bitrate and more complex computations. In this paper, new half-pixel block matching ME algorithms are proposed to improve the rate-distortion characteristics of low bitrate video communications. The proposed methods tend to decrease the required video bandwidth, while improving the motion compensation quality. The key idea is to put a deeper focus on the search origin of the ME process, based on center-bias characteristics of low bitrate video MFs. To employ the... 

    Half-pixel accuracy block matching motion estimation algorithms for low bitrate video communications

    , Article First IEEE and IFIP International Conference in Central Asia on Internet, 2005, Bishkek, 26 September 2005 through 28 September 2005 ; Volume 2005 , 2005 ; 0780391799 (ISBN); 9780780391796 (ISBN) Mahdavi Nasab, H ; Kasaei, S ; Sharif University of Technology
    2005
    Abstract
    Motion estimation at fractional-pixel accuracy results in higher quality video sequences. However, the higher quality is achieved by more computations and increased required motion field bitrates. In this paper, new half-pixel accuracy block matching-based motion estimation algorithms are proposed to improve the rate-distortion characteristics of low-bitrate video communications. The proposed methods especially tend to decrease the required video bandwidth, with no degradation in quality of reconstructed image sequences. The key idea is to put a deeper focus on the origin (zero motion) based on the center-bias characteristics of low bitrate video motion fields. The experimental results show... 

    An efficient adaptive interpolation scheme for fast mesh-based motion estimation

    , Article First IEEE and IFIP International Conference in Central Asia on Internet, 2005, Bishkek, 26 September 2005 through 28 September 2005 ; Volume 2005 , 2005 , Pages 4-7 ; 0780391799 (ISBN); 9780780391796 (ISBN) Mahdavi Nasab, H ; Kasaei, S ; Sharif University of Technology
    IEEE Computer Society  2005
    Abstract
    Motion estimation and compensation is an essential part of existing video coding systems. Compared to the widely used block-matching algorithms (BMA), the mesh-based motion estimation (MME) produces better subjective and objective qualified image sequences in many cases, especially at low bitrates. However, the iterative refinement step of the MME is computationally too expensive. In this paper, we propose a fast MME scheme, which adjusts its interpolation patterns to the motion features of image sequences to achieve higher quality reconstructed results. Experimental results show notable rate-distortion improvement over both the BMA and the conventional non-iterative MME schemes, especially...