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    Estimation of current-induced scour depth around pile groups using neural network and adaptive neuro-fuzzy inference system

    , Article Applied Soft Computing Journal ; Volume 9, Issue 2 , 2009 , Pages 746-755 ; 15684946 (ISSN) Zounemat Kermani, M ; Beheshti, A. A ; Ataie Ashtiani, B ; Sabbagh Yazdi, S. R ; Sharif University of Technology
    2009
    Abstract
    The process of local scour around bridge piers is fundamentally complex due to the three-dimensional flow patterns interacting with bed materials. For geotechnical and economical reasons, multiple pile bridge piers have become more and more popular in bridge design. Although many studies have been carried out to develop relationships for the maximum scour depth at pile groups under clear-water scour condition, existing methods do not always produce reasonable results for scour predictions. It is partly due to the complexity of the phenomenon involved and partly because of limitations of the traditional analytical tool of statistical regression. This paper addresses the latter part and... 

    The effect of tricalcium silicate incorporation on bioactivity, injectability, and mechanical properties of calcium sulfate/bioactive glass bone cement

    , Article Ceramics International ; Volume 49, Issue 10 , 2023 , Pages 15003-15014 ; 02728842 (ISSN) Mansoori Kermani, A ; Mashayekhan, S ; Kermani, F ; Abdekhodaie, M. J ; Sharif University of Technology
    Elsevier Ltd  2023
    Abstract
    The conventional Polymethyl methacrylate (PMMA) bone cement is not biodegradable and not bioactive to bond with the native bone and causes tissue necrosis resulting from its high exothermic polymerization. Hence, biodegradable bioactive bone cements with suitable setting time and mechanical properties should be introduced. In this study, novel bioactive bone cements containing Calcium Sulfate Hemihydrate (CSH), Bioactive Glass (BG), and Tricalcium Silicate (TSC) were developed. Firstly, CSH and BG binary system was optimized based on preliminary setting and mechanical tests. Secondly, the composite bioactive bone cements were obtained by adding different quantities of TCS to the optimized... 

    A robust steganography algorithm based on texture similarity using Gabor filter

    , Article 5th IEEE International Symposium on Signal Processing and Information Technology, Athens, 18 December 2005 through 21 December 2005 ; Volume 2005 , 2005 , Pages 578-582 Kermani, Z. Z ; Jamzad, M ; Sharif University of Technology
    2005
    Abstract
    The main concern of steganography (image hiding) methods is to embed a secret image into a host image in such a way that the host should remain as similar as possible to its original version. In addition the host image should remain robust with respect to usual attacks. In this paper we present a method that tries to cover all above mentioned concerns. The secret and host images are divided into blocks of size 4 × 4. Each block in secret image is taken as a texture pattern for which the most similar block is found among the blocks of the host image. The embedding procedure is carried on by replacing these small blocks of the secret image with blocks in host image in such a way that least... 

    Stability of binary and ternary copper (II) complexes of 2((4-methyl-5-nitro-6-(pyrrolidine-l-yl)pyrimidine-2-yl) amino) propionic acid in aqueous solution

    , Article Scientia Iranica ; Vol. 21, Issue. 6 , 2014 , pp. 2029-2035 ; ISSN: 10263098 Sajadi, S. A. A ; Bagherzadeh, G ; Khaleghian, M ; Kermani, M ; Sharif University of Technology
    2014
    Abstract
    The acidity and stability constants of M (MNPPAP) (MNPPAP: 2((4-methyl-5-nitro-6-(pyrrolidine-l-yl)pyrimidine-2-yl)amino)propionic acid) M: Cu2+, Cu (Bpy)2+ (Bpy: 2,2'-Bipyridine), or Cu(Phen) (Phen: 1,10-Phenanthroline) complexes were determined by potentiometric pH titration. It is shown that the stability of the binary Cu (MNPPAP) complex is determined by the basicity of the carboxylate group on one side and amine group on the other side. It is demonstrated that the equilibrium, Cu(Har)2+ (H ar: Heteroaromatic ligand such as Bpy or Phen) + Cu(MNPPAP) ^ Cu(Har)(MNPPAP) + Cu2+, is displacement due to the well known experience that mixed ligand complexes formed by a divalent 3d ion, a... 

    Effect of porosity variation in determination of stagnant and dispersion thermal conductivities in the resin transfer molding process

    , Article Heat Transfer Research ; Volume 43, Issue 7 , 2012 , Pages 651-667 ; 10642285 (ISSN) Nouri Boroujerdi, A ; Rabani, R ; Kermani, M. J ; Sharif University of Technology
    2012
    Abstract
    A numerical analysis for determination of the stagnant and dispersion thermal conductivities in the Resin Transfer Molding (RTM) process is presented. A solution was obtained for the momentum and energy equations, which are used in this study and which represent the Brinkman- Forchheimer-extended Darcy model, and one-temperature energy equation. Subject to the appropriate boundary conditions, the governing equations are solved by the finite volume method on a collocated grid. In order to satisfy the pressure-velocity coupling in the solution, the SIMPLE algorithm was used and for determining the mass flux flowing past the cell faces, the Rhie-Chow interpolation was applied. Both constant and... 

    Efficient and concurrent reliable realization of the secure cryptographic SHA-3 algorithm

    , Article IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ; Vol. 33, issue. 7 , July , 2014 , p. 1105-1109 ; 0278-0070 Bayat-Sarmadi, S ; Mozaffari-Kermani, M ; Reyhani-Masoleh, A ; Sharif University of Technology
    2014
    Abstract
    The secure hash algorithm (SHA)-3 has been selected in 2012 and will be used to provide security to any application which requires hashing, pseudo-random number generation, and integrity checking. This algorithm has been selected based on various benchmarks such as security, performance, and complexity. In this paper, in order to provide reliable architectures for this algorithm, an efficient concurrent error detection scheme for the selected SHA-3 algorithm, i.e., Keccak, is proposed. To the best of our knowledge, effective countermeasures for potential reliability issues in the hardware implementations of this algorithm have not been presented to date. In proposing the error detection... 

    Flooding and dehydration diagnosis in a polymer electrolyte membrane fuel cell stack using an experimental adaptive neuro-fuzzy inference system

    , Article International Journal of Hydrogen Energy ; Volume 47, Issue 81 , 2022 , Pages 34628-34639 ; 03603199 (ISSN) Khanafari, A ; Alasty, A ; Kermani, M. J ; Asghari, S ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Today the need for fault diagnosis in polymer electrolyte membrane fuel cells (PEMFCs) is felt more than ever to increase the useful life and durability of the cell. The present study proposes an indirect in-situ experimental-based algorithm for diagnosing the moisture content issues in a three-cell stack. Three adaptive neuro-fuzzy inference systems (ANFIS) approximate the system outputs (cells voltages, cathodic and anodic pressure drop) in normal conditions. The values of Pearson's correlation coefficients (0.998, 0.983, and 0.995 for outputs, respectively) show the high quality of the modeling. In unknown operating conditions, the residuals of experimental and ANFIS values are compared... 

    Experimental study of water management of a three-cell PEM fuel cell stack using adaptive neuro-fuzzy approximation and fuzzy control

    , Article International Journal of Hydrogen Energy ; Volume 50 , 2024 , Pages 931-944 ; 03603199 (ISSN) Khanafari, A ; Alasty, A ; Kermani, M. J ; Asghari, S ; Shaif University of Technology
    Elsevier  2024
    Abstract
    Day by day, polymer electrolyte membrane fuel cell (PEMFC) finds a growing place as a clean energy converter. Identifying and controlling operational defects can increase its useful life and reliability. The present study addresses a countermeasure against stack flooding and dehydration as a continuation of the current authors' previous work. Three mechanisms (i.e., controlling the stack temperature and flow of both sides) applying fuzzy logic manage stack moisture content. Three fuzzy controllers use voltage and cathod&anode pressure-drops dimensionless deviations from ANFIS models using the previous study calculated thresholds (0.0092 bar, 0.0047 bar, and 0.0735 V). Using the method... 

    Designing an Interpretable Algorithm for Predicting Heart Diseases using Data Mining Methods

    , M.Sc. Thesis Sharif University of Technology Kermani, Javad (Author) ; Khedmati, Majid (Supervisor)
    Abstract
    In recent years, there has been a growing interest in using intelligent methods in healthcare systems, particularly for predicting the probability of various diseases occurring. According to official statistics from the World Health Organization, heart disease is one of the leading causes of mortality worldwide. Therefore, predicting heart disease using machine learning methods, as a decision-support tool for physicians, can significantly aid healthcare systems in the prevention, diagnosis, and treatment of these conditions. This study utilizes machine learning techniques to classify and predict the occurrence of heart disease in individuals visiting medical centers. The objective is to... 

    Estimation of water coverage ratio in low temperature PEM-fuel cell using deep neural network

    , Article IEEE Sensors Journal ; Volume 20, Issue 18 , May , 2020 , Pages 10679-10686 Mehnatkesh, H ; Alasty, A ; Boroushaki, M ; Khodsiani, M. H ; Hasheminasab, M. R ; Kermani, M. J ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2020
    Abstract
    Proton exchange membrane fuel cell (PEMFC) is a rich source of renewable energy. A non-destructive prediction method is needed to determine the content of water in the PEMFC. In the gas channel of a transparent PEMFC, water is detected with image processing. This method has a high computational cost and is sensitive to the initial position of the camera and ambient lighting. In this paper, the deep neural network (DNN) has been trained to learn the transparent PEMFC's labeled images as a way to determine the content of water, limit human interference and employed in a real-time process. This DNN model is a virtual sensor for measuring the water coverage ratio. To produce the label of images,... 

    The group of units of an Artinian ring

    , Article Algebra Colloquium ; Volume 9, Issue 1 , 2002 , Pages 81-88 ; 10053867 (ISSN) Akbari, S ; Ebrahimian, R ; Kermani, H. M ; Golsefidy, A. S ; Sharif University of Technology
    2002
    Abstract
    Recently, it is shown that, if D is a finite-dimensional division ring, then GLn(D) is not finitely generated. Our object here is to provide a general framework for the groups of units of left Artinian rings. We prove that, if R is an infinite F-algebra of finite dimension over F, then U(R) is not finitely generated. We show that any infinite subnormal subgroup of GL n (D) has no finite maximal subgroup. Also, we prove that for any infinite left Artinian ring R, U(R) has no finite maximal subgroup, which is a result analogous to that for rings. © Inst. Math. CAS 2002  

    In-service corrosion evaluation in pipelines using gamma radiography - A numerical approach

    , Article Insight: Non-Destructive Testing and Condition Monitoring ; Volume 46, Issue 7 , 2004 , Pages 396-398 ; 13542575 (ISSN) Edalati, K ; Rastkhah, N ; Kermani, A ; Seidi, M ; Movafeghi, A ; Sharif University of Technology
    2004
    Abstract
    Wall thickness measurement and deterioration determination of 6 and 10 inch pipes due to corrosion/erosion/pitting was evaluated by using radiographic film density measurements. Special reference blocks were prepared with defined step wall reductions and artificial defects. Gamma radiography with a Ir-192 source was used. A double-wall technique with longitudinal film arrangement was used for this purpose. Formulae were developed from the experiments for numerical calculations. It was observed that this method can determine remaining wall thickness as well as pitting corrosion in insulated and non-insulated pipes with differential and absolute density measurements. The purpose of the work... 

    Ultra-fast solidification of phase change materials using the injection of a boiling fluid

    , Article International Journal of Heat and Mass Transfer ; Volume 229 , 2024 ; 00179310 (ISSN) Ranjbar Kermani, J ; Poureslami, P ; Faghiri, S ; Shafii, M. B ; Sharif University of Technology
    2024
    Abstract
    Despite their outstanding properties, phase change materials (PCMs) possess low thermal conductivity, decelerating their phase change processes and restricting their applications in energy storage and thermal management units. Accordingly, an ingenious method is suggested based on boiling heat transfer to exceedingly precipitate the solidification rate of PCMs. In this approach, a jet of boiling fluid (BF) is injected into the molten PCM. Acetone and paraffin are selected as the BF and PCM, respectively. Once reaching the molten paraffin, the acetone boils inside the paraffin and solidifies it quickly. Additionally, the BF jet induces striking vortices inside the container, enhancing mixing.... 

    Secure steganography using Gabor filter and neural networks

    , Article Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; Volume 4920 LNCS , 2008 , Pages 33-49 ; 03029743 (ISSN); 3540690166 (ISBN); 9783540690160 (ISBN) Jamzad, M ; Zahedi Kermani, Z ; Sharif University of Technology
    2008
    Abstract
    The main concern of steganography (image hiding) methods is to embed a secret image into a host image in such a way that it causes minimum distortion to the host; to make it possible to extract a version of secret image from the host in such a way that the extracted version of secret image be as similar as possible to its original version (this should be possible even after usual attacks on the host image), and to provide ways of embedding secret images with larger size into a given host image. In this paper we propose a method that covers all above mentioned concerns by suggesting the idea of finding from an image data base, the most suitable host for a given secret image. In our method,... 

    Dual-basis superserial multipliers for secure applications and lightweight cryptographic architectures

    , Article IEEE Transactions on Circuits and Systems II: Express Briefs ; Vol. 61, Issue. 2 , February , 2014 , pp. 125-129 ; ISSN: 15497747 Bayat-Sarmadi, S ; Mozaffari Kermani, M ; Azarderakhsh, R ; Lee, C. Y ; Sharif University of Technology
    2014
    Abstract
    Cryptographic algorithms utilize finite-field arithmetic operations in their computations. Due to the constraints of the nodes which benefit from the security and privacy advantages of these algorithms in sensitive applications, these algorithms need to be lightweight. One of the well-known bases used in sensitive computations is dual basis (DB). In this brief, we present low-complexity superserial architectures for the DB multiplication over GF (2m). To the best of our knowledge, this is the first time that such a multiplier is proposed in the open literature. We have performed complexity analysis for the proposed lightweight architectures, and the results show that the hardware complexity... 

    Wavelet-Based biphase analysis of brain rhythms in automated wake-sleep classification

    , Article International Journal of Neural Systems ; 2022 ; 01290657 (ISSN) Mohammadi, E ; Makkiabadi, B ; Shamsollahi, M. B ; Reisi, P ; Kermani, S ; Sharif University of Technology
    World Scientific  2022
    Abstract
    Many studies in the field of sleep have focused on connectivity and coherence. Still, the nonstationary nature of electroencephalography (EEG) makes many of the previous methods unsuitable for automatic sleep detection. Time-frequency representations and high-order spectra are applied to nonstationary signal analysis and nonlinearity investigation, respectively. Therefore, combining wavelet and bispectrum, wavelet-based bi-phase (Wbiph) was proposed and used as a novel feature for sleep-wake classification. The results of the statistical analysis with emphasis on the importance of the gamma rhythm in sleep detection show that the Wbiph is more potent than coherence in the wake-sleep... 

    Sunlit ventures: maximizing photovoltaic power plant success through strategic investments

    , Article Kybernetes ; 2024 ; 0368492X (ISSN) Agha Mohammad Ali Kermani, M ; Moghadam, M ; Sahebi, H ; Rezazadeh Moghadam, S ; Sharif University of Technology
    2024
    Abstract
    Purpose: The primary aim of this study is to provide actionable guidance for augmenting profitability in photovoltaic power plant investments within Iran’s solar energy sector. By emphasizing prudent capital management and strategic investment decisions, our research seeks to assist emerging businesses in attaining sustained success in this domain. Design/methodology/approach: This study presents a comprehensive approach to refined decision-making in Iran’s solar energy sector. Our methodology integrates the best-worst method, ArcGIS software for site selection, and the TOPSIS method for decision-making, aiming to enhance precision and reliability. Findings: Our research has identified ten... 

    A radiographic calibration method for eddy current testing of heat exchanger tubes

    , Article Insight: Non-Destructive Testing and Condition Monitoring ; Volume 46, Issue 10 , 2004 , Pages 594-597 ; 13542575 (ISSN) Movafeghi, A ; Kargarnovin, M. H ; Soltanianzadeh, H ; Edalati, K ; Rokrok, B ; Kermani, A ; Seidi, M ; Sharif University of Technology
    2004
    Abstract
    The most technically available NDT method for in-service inspection of heat exchanger tubes is eddy current testing. Using a differential ID bobbin probe, tubes can be tested with high speed, but for accurate estimation of tube condition, precisely machined calibration blocks from the same material are necessary. The purpose of this work was to calibrate the eddy current system by radiography without the use of expensive calibration blocks. Wall thickness measurement and deterioration determination due to corrosion/erosion/pitting was evaluated in this study by using radiograph ie film density measurements. It was found that this method can determine the remaining wall thickness as well as... 

    Free Vibration Analysis of a Functionally Graded Nanotube Under an Initial Stress Using Nonlocal Elasticity Theory

    , M.Sc. Thesis Sharif University of Technology Jafarzadeh Kermani, Mona (Author) ; Eskandari, Morteza (Supervisor)
    Abstract
    In this study, flexural vibration of a functionally graded nanotube under an initial stress is investigated. The small scale effect is taken into consideration based on Eringen’s nonlocal elasticity theory. The material properties are assumed to vary exponentially along the depth direction. The complete effect of the initial stress is taken into account in the problem formulation. The governing equations of motion are derived by using the Hamilton’s principle on the basis of the nonlocal Timoshenko beam theory. An analytical solution of the governing equations, for free vibration of a simply-supported nanotube is presented. Numerical results are presented to investigate the effect of the... 

    Macrostructure and Mechanical Properties of Structural Composite of Aluminum and Stainless Steel Net Processed by Casting and Rolling

    , M.Sc. Thesis Sharif University of Technology Keshavarz Kermani, Ali (Author) ; Akbarzadeh, Abbas (Supervisor)
    Abstract
    Having the high strength to weight ratio has been made the composites special materials very important these days. The low density of aluminum and its appropriate corrosion properties make it a good choice for metallic matrix. Also, the high tensile strength of stainless steel fibers can helps as a reinforcement in the composite to improve its mechanical properties. Enhancing the bonding of composite’s components can helps it to develop its properties. Casting is an appropriate process for making an aluminum matrix containing steel fibers as reinforcement in a structural composite. In addition, rolling process can remove so many defects made by casting, and improve joining of fibers and...