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    Local energy markets design for integrated distribution energy systems based on the concept of transactive peer-to-peer market

    , Article IET Generation, Transmission and Distribution ; Volume 16, Issue 1 , 2022 , Pages 41-56 ; 17518687 (ISSN) Davoudi, M ; Moeini Aghtaie, M ; Sharif University of Technology
    John Wiley and Sons Inc  2022
    Abstract
    With the advent of small-scale heat and electricity producers in distribution energy systems, the interdependencies between energy carriers have been increased. Moreover, the rapid deployment of micro CHP, electric heat pumps, electricity-to-heat appliances etc., calls for new local market frameworks to be employed in distribution energy systems. In response, this paper presents a new energy market framework based on the concept of peer-to-peer negotiations to facilitate energy transactions between agents at the distribution level while addressing the interdependencies between different energy carriers. Moreover, linear optimization problems are proposed to investigate the optimal strategies... 

    A Hybrid Linear Programming-Reinforcement Learning Method for Optimal Energy Hub Management

    , Article IEEE Transactions on Smart Grid ; Volume 14, Issue 1 , 2023 , Pages 157-166 ; 19493053 (ISSN) Ghadertootoonchi, A ; Moeini Aghtaie, M ; Davoudi, M ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2023
    Abstract
    Reinforcement learning (RL) is a subset of artificial intelligence in which a decision-making agent tries to act optimally in an environment by controlling different parameters. There is no need to identify and mathematically formulate the environmental constraints in such a method. Moreover, the RL agent does not need prior information about future outcomes to act optimally in the current situation. However, its performance is adversely affected by the environmental complexity, which increases the agent's effort to choose the optimal action in a particular condition. Integrating RL and linear programming (LP) methods is beneficial to tackle this problem as it reduces the state-action space... 

    Multi-objective optimal planning of a residential energy hub based on multi-objective particle swarm optimization algorithm

    , Article IET Generation, Transmission and Distribution ; Volume 17, Issue 10 , 2023 , Pages 2435-2448 ; 17518687 (ISSN) Davoudi, M ; Barmayoon, M. H ; Moeini Aghtaie, M ; Sharif University of Technology
    John Wiley and Sons Inc  2023
    Abstract
    With the increasing rate of population in big cities around the world, the tendency to build new buildings in the suburb of main cities or to build large apartments in the main cities has been highlighted. In this regard, building residential complexes has seen a dramatic increase in these areas as it makes it possible to build a large number of residential units within a reasonable space. Although these complexes have brought numerous benefits, they are some challenges regarding their construction processes. One main concern associated with these complexes is how to optimally install energy components such as transformers, combined heat and power (CHP) units, boilers etc., in the shared... 

    Developing a new framework for transactive peer-to-peer thermal energy market

    , Article IET Generation, Transmission and Distribution ; Volume 15, Issue 13 , 2021 , Pages 1984-1995 ; 17518687 (ISSN) Davoudi, M ; Moeini Aghtaie, M ; Ghorani, R ; Sharif University of Technology
    John Wiley and Sons Inc  2021
    Abstract
    The rapid deployment of district heating systems in local energy markets and increasing the number of small-scale heat producers along with the expansion of local electricity markets increase the need for a transaction framework to manage the transactions between local participants in both heat and electricity markets. This paper presents a peer-to-peer thermal energy transaction framework to manage the transactions between small-scale heat prosumers. This framework enables small-scale thermal energy producers and consumers to participate in the market as price maker agents. Moreover, the optimal strategy of heat market participants is determined by proposing a linear profit function for... 

    Energy management of Plug-In Hybrid Electric Vehicles in renewable-based energy hubs

    , Article Sustainable Energy, Grids and Networks ; Volume 32 , 2022 ; 23524677 (ISSN) Moeini Aghtaie, M ; Dehghanian, P ; Davoudi, M ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Proliferation of Plug-in Hybrid Electric Vehicles (PHEVs) and integration of various distributed generation (DG) technologies have been recognized to play an undeniable role in modern power systems of the future. In order to effectively model the interactions of these two technologies, this paper develops a multi-criteria framework to coordinate the charging behaviors of PHEVs within an energy hub platform. In this regard, the desirable charging profiles from the viewpoint of both PHEV owners and hub manager are first captured and reported to the PHEVs Coordinator Entity (PCE). The PCE, then, runs an optimization framework in which several criteria including the PHEV owners’ convenience,... 

    A screw dislocation near a circular nano-inhomogeneity in gradient elasticity

    , Article International Journal of Solids and Structures ; Volume 47, Issue 6 , 2010 , Pages 741-750 ; 00207683 (ISSN) Davoudi, K. M ; Gutkin, M. Yu ; Shodja, H. M ; Sharif University of Technology
    2010
    Abstract
    A screw dislocation outside an infinite cylindrical nano-inhomogeneity of circular cross section is considered within the isotropic theory of gradient elasticity. Fields of total displacements, elastic and plastic distortions, elastic strains and stresses are derived and analyzed in detail. In contrast with the case of classical elasticity, the gradient solutions are shown to possess no singularities at the dislocation line. Moreover, all stress components are continuous and smooth at the interface unlike the classical solution. As a result, the image force exerted on the dislocation due to the differences in elastic and gradient constants of the matrix and inhomogeneity, remains finite when... 

    Analysis of stress field of a screw dislocation inside an embedded nanowire using strain gradient elasticity

    , Article Scripta Materialia ; Volume 61, Issue 4 , 2009 , Pages 355-358 ; 13596462 (ISSN) Davoudi, K. M ; Gutkin, M. Yu ; Shodja, H. M ; Sharif University of Technology
    2009
    Abstract
    The stress field of a screw dislocation inside an embedded nanowire is considered within the theory of strain-gradient elasticity. It is shown that the stress singularity is removed and all stress components are continuous and smooth across the interface, in contrast with the results obtained within the classical theory of elasticity. The maximum magnitude of dislocation stress depends greatly on the dislocation position, the nanowire size, and the ratios of shear moduli and gradient coefficients of the matrix and nanowire materials. © 2009 Acta Materialia Inc  

    Biomechanical analysis of the pelvis angular excursion in sagittal plane in response to asymmetric leg loading tasks in females with and without nonspecific chronic low back pain

    , Article Journal of Biomedical Physics and Engineering ; Volume 11, Issue 3 , 2021 , Pages 367-376 ; 22517200 (ISSN) Meftahi, N ; Kamali, F ; Parni Anpour, M ; Davoudi, M ; Sharif University of Technology
    Shriaz University of Medical Sciences  2021
    Abstract
    Background: Controlling pelvic excursions is the focus of stabilization exercises such as legs loading tasks in rehabilitation of non-specific chronic low back pain (NSCLBP) patients. Progression of these exercises is based on the ability to perform tasks with minimal sagittal pelvic excursions. In spite of emphasis on minimizing pelvic motions, no previous studies have investigated kinematic analysis of the pelvic excursions during leg loading exercises in NSCLBP patients. Objective: This study aims to investigate the sagittal pelvis excursion during performing asymmetric leg loading tasks in individuals with and without NSCLBP. Material and Methods: In this cross-sectional study, kinematic... 

    Developing a multi-objective multi-layer model for optimal design of residential complex energy systems

    , Article International Journal of Electrical Power and Energy Systems ; Volume 138 , 2022 ; 01420615 (ISSN) Davoudi, M ; Jooshaki, M ; Moeini Aghtaie, M ; Hossein Barmayoon, M ; Aien, M ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Optimal planning of residential complex energy systems requires thorough mathematical modelling to address the interconnections between all the energy installations from the largest ones, shared by all the residents, to the smallest ones in each distinct unit. Besides, conflicting desires of investors and residents in various aspects such as reliability index make this problem more challenging. In response, this paper presents a thorough framework to obtain the optimum design and operation of a residential complex energy system from scratch. To address the appropriate interconnection between various components of such an energy system, a multi-layer energy hub structure is proposed. Besides,... 

    Introducing a novel method for improving the design of off-grid photovoltaic systems

    , Article 2019 Smart Gird Conference, SGC 2019, 18 December 2019 through 19 December 2019 ; 2019 ; 9781728158945 (ISBN) Davoudi, M ; Moeini Aghtaie, M ; Mosaddegh, H. R ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    Using the potential of off-grid photovoltaic systems is a feasible way to supply electrical energy to locations which are far from the national electricity grid. In the design process of these systems, it is important to choose an appropriate capacity of these panels, since it should be able to steadily supply energy in all-weather conditions, especially cloudy days. In the conventional algorithm to design these panels and determine the capacity of these photovoltaic arrays, the number of cloudy days is not considered. Thus, in this papers, a new method is introduced in order to find out the appropriate capacity of off-grid photovoltaic arrays in the planning process of these systems. © 2019... 

    Effect of disorder on the ground-state properties of graphene

    , Article Physical Review B - Condensed Matter and Materials Physics ; Volume 77, Issue 12 , 2008 ; 10980121 (ISSN) Asgari, R ; Vazifeh, M. M ; Ramezanali, M. R ; Davoudi, E ; Tanatar, B ; Sharif University of Technology
    2008
    Abstract
    We calculate the ground-state energy of Dirac electrons in graphene in the presence of disorder. We take randomly distributed charged impurities at a fixed distance from the graphene sheet and surface fluctuations (ripples) as the main scattering mechanisms. A mode-coupling approach to the scattering rate and random-phase approximation for the ground-state energy incorporating the many-body interactions and the disorder effects yields good agreement with the experimental inverse compressibility. © 2008 The American Physical Society  

    The Effect of Second Order Dissipation on the Sound Velocity in Quasi-QCD Plasma Using the Effective Potential of the Linear Sigma Model

    , M.Sc. Thesis Sharif University of Technology Davoudi, Zohreh (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    The heavy ion collision experiments are in progress in order to investigate how the Universe has evolved after the Big Bang. The recent observations show that a nearly perfect fluid is produced after heavy ion collisions. An appropriate incorporation of the relativistic hydrodynamics and the field theory would help us to describe the dynamics of QCD (Quantum Chromodynamics) matter under extreme conditions, and to survey the expected phase transitions. The majority of efforts to investigate the characteristics of the QCD plasma are devoted to an ideal, non-dissipative one. To get the results which are highly in accordance with the experiment, it is necessary to bring also in mind the role of... 

    Stochastic Simulation of Monetary Policy Rule in a Macroeconomic Model Based on Price Rigidity for Iran Economy

    , M.Sc. Thesis Sharif University of Technology Davoudi, Mahboobe (Author) ; Nili, Massoud (Supervisor)
    Abstract
    Macroeconomic stability, namely reduction in output fluctuations and inflation level and volatility, has been a major policy for policymakers. Therefore the way of choosing monetary policy to achieve the mentioned object has a great importance in macroeconomics literature. Currently, the best known monetary policy models are based on Taylor rule. These rules adjust interest rate with respect to inflation and output deviation from the target to minimize fluctuation in inflation and output. Formerly, McCallum rule was widely used, which adjust growth rate of the money base in response to nominal GDP deviation from the target to minimize nominal GDP fluctuation. To evaluate the performance of... 

    Dynamic model development and variable switching-frequency control for DCVM Cúk converters in PFC applications

    , Article IEEE Transactions on Industry Applications ; Volume 49, Issue 6 , 2013 , Pages 2636-2650 ; 00939994 (ISSN) Nasirian, V ; Karimi, Y ; Davoudi, A ; Zolghadri, M. R ; Ahmadian, M ; Moayedi, S ; Sharif University of Technology
    2013
    Abstract
    A Cúk converter operating in discontinuous capacitor voltage mode (DCVM) is an inherent power factor correction converter. A reduced-order switch-network model of a Cúk converter in DCVM is developed, which is valid for both dc-dc and ac-dc applications. The model can be used for controller analysis and design. Moreover, a fast dynamic response controller is proposed, which is an integration of a switching-frequency control unit and a proportional-integral (PI) controller. The PI controller is in charge of duty ratio adjustment. In the proposed controller, unlike conventional PI controllers, switching frequency is no longer fixed and varies as load changes. The switching-frequency control... 

    Statistical theory for the Kardar-Parisi-Zhang equation in (1+1) dimensions

    , Article Physical Review E - Statistical, Nonlinear, and Soft Matter Physics ; Volume 65, Issue 2 , 2002 , Pages 026132/1-026132/22 ; 15393755 (ISSN) Masoudi, A. A ; Shahbazi, F ; Davoudi, J ; Rahimi Tabar, M. R ; Sharif University of Technology
    2002
    Abstract
    The Kardar-Parisi-Zhang (KPZ) equation in (1 + 1) dimensions dynamically develops sharply connected valley structures within which the height derivative is not continuous. We develop a statistical theory for the KPZ equation in (1 + 1) dimensions driven with a random forcing that is white in time and Gaussian-correlated in space. A master equation is derived for the joint probability density function of height difference and height gradient P(h-h̄,∂xh,t) when the forcing correlation length is much smaller than the system size and much larger than the typical sharp valley width. In the time scales before the creation of the sharp valleys, we find the exact generating function of h-h̄ and ∂xh.... 

    Statistical theory for the Kardar-Parisi-Zhang equation in [formula presented] dimensions

    , Article Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics ; Volume 65, Issue 2 , 2002 ; 1063651X (ISSN) Masoudi, A. A ; Shahbazi, F ; Davoudi, J ; Rahimi Tabar, M. R ; Sharif University of Technology
    2002
    Abstract
    The Kardar-Parisi-Zhang (KPZ) equation in [formula presented] dimensions dynamically develops sharply connected valley structures within which the height derivative is not continuous. We develop a statistical theory for the KPZ equation in [formula presented] dimensions driven with a random forcing that is white in time and Gaussian-correlated in space. A master equation is derived for the joint probability density function of height difference and height gradient [formula presented] when the forcing correlation length is much smaller than the system size and much larger than the typical sharp valley width. In the time scales before the creation of the sharp valleys, we find the exact... 

    Small-signal modeling and fast response control strategy for DCVM Cúk converters in PFC applications.انجام شد

    , Article Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC ; 2011 , Pages 1795-1802 ; 9781424480845 (ISBN) Nasirian, V. R ; Karimi, Y ; Zolghadri, M. R ; Ahmadian, M ; Moayedi, A ; Davoudi, A ; Sharif University of Technology
    2011
    Abstract
    Cúk Converter operating in discontinuous capacitor voltage mode is an inherent PFC converter in which, unity power factor can be achieved using constant duty cycle and switching frequency. In this paper, a reduced-order switch network modeling technique is applied to Cúk converter operating in DCVM in order to derive small-signal model of the converter assuming a dc voltage source as the input source of the converter. This model is extended to derive the small-signal behavior of the converter while operating as a PFC converter. The validity of the proposed model is confirmed by both simulation and experimental results. Afterwards, a new control strategy is proposed in which switching... 

    Output power maximization and optimal symmetric freewheeling excitation for switched reluctance generators

    , Article IEEE Transactions on Industry Applications ; Volume 49, Issue 3 , 2013 , Pages 1031-1042 ; 00939994 (ISSN) Nasirian, V ; Kaboli, S ; Davoudi, A ; Sharif University of Technology
    2013
    Abstract
    Space constraint is a limiting factor for the widespread commercial adaptation of switched reluctance generators (SRGs). Maximizing the output power and minimizing the dc bus filter size are thus highly desired. The output power profiles of a typical SRG are determined by applying various excitation angles. Excitation for maximum output power is obtained while limiting the rms value of the phase currents. The dc bus current of an SRG drive, operating in single pulse mode, is highly distorted by low-frequency ripples. Introducing a freewheeling angle in the excitation pattern can lower the current ripple factor. A novel transform is proposed to establish a relationship between the... 

    Design a Cartesian, Decoupled and Isotropic 5-DoF Parallel Manipulator

    , M.Sc. Thesis Sharif University of Technology Davoudi Dehkordi, Matin (Author) ; Zohoor, Hassan (Supervisor)
    Abstract
    Given the optimum design importance of parallel mechanisms, characteristics such as degree of freedom, decoupled and isotropic in structural synthesis of these mechanisms are considered. Also, due to less attention to the development of 5-DoF parallel manipulators, in this research, the improvement of this types of mechanisms is considered. In this research effort to design 5-DoF cartesian, decoupled and isotropic parallel manipulators leads to represent four numbers of this type of mechanisms with 3T2R and 2T3R degrees of freedom. Represented PMs verified with linear transformation theory. Morever by using Jacobian, they more analyzed for their decoupled and isotropic specifications in... 

    A Learning Method Inspired by the Human Motor Learning

    , M.Sc. Thesis Sharif University of Technology Davoudi, Heydar (Author) ; Vosughi Vahdat, Bijan (Supervisor)
    Abstract
    Recently, the computational algorithms underlying in the nervous system of vertebrates have been attracting scientists and engineers. Therefore, a number of artificial learning methods are proposed for mathematical interpretation of these algorithms. In this thesis, by investigating the latest findings about the nervous system, and the motor system in particular, a novel machine learning scheme inspired by human motor learning is proposed. Basic theoretical aspects of this method in conjunction with some of state-of-theart artificial learning methods are discussed. Finally, this method is evaluated in a variety of engineering problems ranging from curve fitting and function approximation to...