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    Subsonic and transonic airfoil inverse design via Ball-Spine Algorithm

    , Article Computers and Fluids ; Volume 84 , 2013 , Pages 87-96 ; 00457930 (ISSN) Nili Ahmadabadi, M ; Ghadak, F ; Mohammadi, M ; Sharif University of Technology
    2013
    Abstract
    Inverse design in external flow regimes usually involves finding the wall shape associated with a prescribed distribution of wall pressure or velocity. In this research, a novel iterative inverse design method is developed for inviscid subsonic and transonic external flow regimes. The method links up a novel inverse design algorithm, called Ball-Spine Algorithm (BSA), and a 2D inviscid analysis code. The Euler equations are solved for a physical domain of which some unknown boundaries are iteratively modified via BSA until a prescribed pressure distribution is reached. In BSA, the unknown walls are composed of a set of virtual balls that move freely along the specified directions called... 

    Computational inverse design for cascaded systems of metasurface optics: comment

    , Article Optics Express ; Volume 30, Issue 20 , 2022 , Pages 36966-37005 ; 10944087 (ISSN) Zarei, S ; Khavasi, A ; Sharif University of Technology
    Optica Publishing Group (formerly OSA)  2022
    Abstract
    In a recently published article by Backer [Opt. Express 27(21), 30308 (2019).], a computational inverse design method is developed for designing optical systems composed of multiple metasurfaces. The forward propagation model used in this method was a discretized version of the angular spectrum propagator described by Goodman [Introduction to Fourier Optics, 1996]. However, slight modifications are necessary to increase the accuracy of this inverse design method. This comment examines the accuracy of the results obtained by the above-mentioned method by a full-wave electromagnetic solver and explains the reason of their difference. Thereafter, slight modifications to the method proposed by... 

    A novel aerodynamic design method for centrifugal compressor impeller

    , Article Journal of Applied Fluid Mechanics ; Vol. 7, issue. 2 , July , 2014 , p. 329-344 Nili-Ahmadabadi, M ; Durali, M ; Hajilouy, A ; Sharif University of Technology
    Abstract
    This paper describes a new quasi-3D design method for centrifugal compressor impeller. The method links up a novel inverse design algorithm, called Ball-Spine Algorithm (BSA), and a quasi-3D analysis. Euler equation is solved on the impeller meridional plane. The unknown boundaries (hub and shroud) of numerical domain are iteratively modified by BSA until a target pressure distribution in flow passage is reached. To validate the quasi-3D analysis code, existing compressor impeller is investigated experimentally. Comparison between the quasi-3D analysis and the experimental results shows good agreement. Also, a full 3D Navier-Stokes code is used to analyze the existing and designed compressor... 

    Inverse design of supersonic diffuser with flexible walls using a Genetic Algorithm

    , Article Journal of Fluids and Structures ; Volume 22, Issue 4 , 2006 , Pages 529-540 ; 08899746 (ISSN) Ziaei-Rad, S ; Ziaei-Rad, M ; Sharif University of Technology
    2006
    Abstract
    An efficient algorithm for the design optimization of the compressible fluid flow problem through a flexible structure is presented. The methodology has three essential parts: first the behavior of compressible flow in a supersonic diffuser was studied numerically in quasi-one-dimensional form using a flux splitting method. Second, a fully coupled sequential iterative procedure was used to solve the steady state aeroelastic problem of a flexible wall diffuser. Finally, a robust Genetic Algorithm was implemented and used to calculate the optimum shape of the flexible wall diffuser for a prescribed pressure distribution. © 2006 Elsevier Ltd. All rights reserved  

    Centrifugal compressor shape modification using a proposed inverse design method

    , Article Journal of Mechanical Science and Technology ; Volume 27, Issue 3 , 2013 , Pages 713-720 ; 1738494X (ISSN) Nili Ahmadabadi, M ; Poursadegh, F ; Sharif University of Technology
    2013
    Abstract
    This paper is concerned with a quasi-3D design method for the radial and axial diffusers of a centrifugal compressor on the meridional plane. The method integrates a novel inverse design algorithm, called ball-spine algorithm (BSA), and a quasi-3D analysis code. The Euler equation is solved on the meridional plane for a numerical domain, of which unknown boundaries (hub and shroud) are iteratively modified under the BSA until a prescribed pressure distribution is reached. In BSA, unknown walls are composed of a set of virtual balls that move freely along specified directions called spines. The difference between target and current pressure distributions causes the flexible boundary to deform... 

    A novel 2D incompressible viscous inverse design method for internal flows using flexible string algorithm

    , Article Journal of Fluids Engineering, Transactions of the ASME ; Volume 132, Issue 3 , 2010 , Pages 0314011-03140110 ; 00982202 (ISSN) Nili Ahmadabadi, M ; Hajilouy Benisi, A ; Ghadak, F ; Durali, M ; Sharif University of Technology
    2010
    Abstract
    In this investigation, the flexible string algorithm (FSA), used before for inverse design of subsonic and supersonic ducts in compressible flows with and without normal shock, is developed and applied for inverse design of 2D incompressible viscous internal flow with and without separation. In the proposed method, the duct wall shape is changed under an algorithm based on deformation of a virtual flexible string in flow. At each modification step, the difference between current and target wall pressure distributions is applied to the string. The method is an iterative inverse design method and utilizes the analysis code for the flow field solution as a black-box. Some validation test cases... 

    Inverse design of 2-D subsonic ducts using flexible string algorithm

    , Article Inverse Problems in Science and Engineering ; Volume 17, Issue 8 , 2009 , Pages 1037-1057 ; 17415977 (ISSN) Nili Ahmadabadi, M ; Dural, M ; Hajilouy Benisi, A ; Ghadak, F ; Sharif University of Technology
    Abstract
    The duct inverse design in fluid flow problems usually involves finding the wall shape associated with a prescribed distribution of wall pressure or velocity. In this investigation, an iterative inverse design method for 2-D subsonic ducts is presented. In the proposed method, the duct walls shape is changed under a novel algorithm based on the deformation of a virtual flexible string in flow. The deformation of the string due to the local flow conditions resulting from changes in wall geometry is observed until the target shape satisfying the prescribed wall's pressure distribution is reached. The flow field at each step is analysed using Euler equations and the advection upstream splitting... 

    Optimization of Airfoil Design Using Low-dimensional POD Method

    , M.Sc. Thesis Sharif University of Technology Marvi, Morteza (Author) ; Tayyebi Rahni, Mohammad (Supervisor)
    Abstract
    The aim of this research was investigation, development and application of lowdimensional proper orthogonal decomposition method for simulation of flow field and airfoil design. Sine analytical methods have low accuracy and limitations and also experimental methods have other problems, researchers usually use computational approach, which mostly do not have acceptable efficiency and speeds of computational. The idea of application of reduced order modeling which originally comes from control theories and structural analysis, have attracted many researcher in recent years. In this research, we also used POD and flow data to obtain a fast module of aerodynamic airfoil design. The goals of... 

    A Direct Design Method Based on the 3-Dimensional Euler Equations with Application in Internal Subsonic and Supersonic Flows

    , M.Sc. Thesis Sharif University of Technology Nejati, Ashkan (Author) ; Taeibi-Rahni, Mohammad (Supervisor) ; Ghadak, Farhad (Supervisor)
    Abstract
    In this work, a direct design approach for designing a surface shape (inverse design problem) has been developed in which both the target surface pressure and the unknown nodal coordinates appear explicitly in the formulations. The final discretized form of the governing equations (unified formulation) can be used for both analysis and shape design problems. Shape design problems in the context of the steady inviscid and compressible flow, based on the three-dimensional Euler equations, were directly solved to achieve a prescribed pressure along the solid boundaries. The AUSM+ scheme was used to discretize the flux terms in the Euler equations, in which the inviscid flux is splitted into... 

    Development of Parallel Algorithm for Adjoint Optimization of Turbine Blade

    , M.Sc. Thesis Sharif University of Technology Salehi, Hadi (Author) ; Mazaheri, Karim (Supervisor)
    Abstract
    This study develops an aerodynamic shape optimization code using parallel processing capability based on a gradient-based adjoint method. Calculation of the gradient of the objective function with respect to design variables is the most costly part of the gradient-based optimization algorithms. Applying adjoint methods, gradients can be calculated with solving some additional equations known as the "adjoint equations", instead of direct calculation. In this study, the blade shape optimization is performed by inverse design method and using steepest descent optimization algorithm. The objective function of inverse design problem is the desired blade surface pressure distribution. In each... 

    Optimum Design of Aerodynamic Ducts with Inverse Design

    , M.Sc. Thesis Sharif University of Technology Samadi Vaghefi, Navid (Author) ; Farhanieh, Bijan (Supervisor)
    Abstract
    In optimum design, the goal is to optimize the flow and heat transfer, considering the system limitations. In this research, inverse design is used as a new approach for optimization of aerodynamic ducts and shows that optimization of duct geometry is equivalent to the optimization of the pressure acting on the wall. In order to calculate the optimum pressure distribution, boundary layer equations were solved taking into account the pressure gradient. Moreover, with the help of genetic algorithm a pressure distribution can be obtained that offers the maximum pressure, avoiding fluid separation. It is obvious that this condition is equivalent to maximum pressure recovery in the aerodynamic... 

    Innovation of Flexible String and Ball-Spine Inverse Design Methods for 2D and Axisymmentric Internal Flows

    , Ph.D. Dissertation Sharif University of Technology Nili Ahmadabadi, Mahdi (Author) ; Hajilouy Benisi, Ali (Supervisor) ; Dor Ali, Mohammad (Supervisor) ; Ghadak, Farhad (Supervisor)
    Abstract
    Duct Inverse design problems usually involve finding the wall shape associated with a prescribed distribution of wall pressure or velocity. In this investigation, a novel iterative inverse design method is presented and developed for internal flows. In the proposed method, the duct walls shape is changed under a novel algorithm based on the deformation of a virtual flexible string in flow. The deformation of the string due to the local flow conditions resulting from changes in wall geometry is observed until the target shape satisfying the prescribed wall’s pressure distribution is reached. The flow field at each step is analyzed to obtain the current pressure distribution along the wall.... 

    A novel QUASI-3D design method for centrifugal compressor meridional plane

    , Article Proceedings of the ASME Turbo Expo, 14 June 2010 through 18 June 2010 ; Volume 7, Issue PARTS A, B, AND C , 2010 , Pages 919-931 ; 9780791844021 (ISBN) Nili Ahmadabadi, M ; Durali, M ; Hajilouy Benisi, A ; Sharif University of Technology
    Abstract
    This paper is concerned with a quasi-3D design method for centrifugal compressor impeller in the meridional plane. The method links up a novel inverse design algorithm, called Ball-Spine Algorithm (BSA), and a quasi-3D analysis code. The Euler equation is solved on the meridional plane for a numerical domain of which some unknown boundaries (hub and shroud) are iteratively modified under the BSA until a prescribed pressure distribution is reached. In BSA, the unknown walls are composed of a set of virtual balls that move freely along the specified directions called spines. The difference between target and current pressure distribution causes to deform flexible boundary at each modification... 

    Duct design in subsonic & supersonic flow regimes with and without normal shock wave using flexible string algorithm

    , Article Proceedings of the ASME Turbo Expo, 8 June 2009 through 12 June 2009, Orlando, FL ; Volume 7, Issue PART A , 2009 , Pages 513-523 ; 9780791848883 (ISBN) Nili Ahmadabadi, M ; Hajilouy Benisi, A ; Durali, M ; Ghadak, F ; Sharif University of Technology
    Abstract
    In this investigation, the Flexible String Algorithm (FSA), used before for 2D subsonic ducts inverse design, is developed and applied to inverse design of supersonic ducts with and without normal shock wave. In this method, the duct wall shape is changed under an algorithm based on deformation of a virtual flexible string in a flow. The deformation of the string due to the local flow conditions resulting from changes in wall geometry is performed until the target shape satisfying the prescribed walls pressure distribution is achieved. The flow field at each step is analyzed using Euler equations solutions by the AUSM method. Some validation test cases and design examples in subsonic and...