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    A numerical comparison of 2-D inviscid and viscous approaches for flow through a stage of an axial compressor

    , Article Scientia Iranica ; Volume 11, Issue 1-2 , 2004 , Pages 128-137 ; 10263098 (ISSN) Farhanieh, B ; Amanifard, N ; Ghorbanian, K ; Sharif University of Technology
    Sharif University of Technology  2004
    Abstract
    In this paper, an unsteady, two-dimensional solver is developed, based on Van Leer's flux splitting algorithm, in conjunction with the "Monotonic Upstream Scheme for Conservation Laws (MUSCL)" limiters for improving the order of accuracy. For a minimum usage of computer memory and faster convergence, the two-layer Baldwin-Lomax turbulence model is implemented for a viscous solution. Three test cases are prepared to validate the solver. The computed results are compared with experimental data and the good agreement of the compared results validates the solver. Finally, the solver is used for the flow through a multi-blade stage of an axial compressor in its design condition. The solutions of... 

    Axial-flow compressor performance prediction in design and off-design conditions through 1-D and 3-D modeling and experimental study

    , Article Journal of Applied Fluid Mechanics ; Volume 9, Issue 5 , 2016 , Pages 2149-2160 ; 17353572 (ISSN) Peyvan, A ; Hajilouy benisi, A ; Sharif University of Technology
    Isfahan University of Technology 
    Abstract
    In this study, the main objective is to develop a one dimensional model to predict design and off design performance of an operational axial flow compressor by considering the whole gas turbine assembly. The design and off-design performance of a single stage axial compressor are predicted through 1D and 3D modeling. In one dimensional model the mass, momentum and energy conservation equations and ideal gas equation of state are solved in mean line at three axial stations including rotor inlet, rotor outlet and stator outlet. The total to total efficiency and pressure ratio are forecasted using the compressor geometry, inlet stagnation temperature and stagnation pressure, the mass flow rate... 

    Feasibility Study for Employment of Tandem Airfoil in High Pressure Axial Fan and Compressors

    , M.Sc. Thesis Sharif University of Technology Rezaee Ghavamabadi, Nazanin (Author) ; Ghorbanian, Kaveh (Supervisor)
    Abstract
    The objective of the current work is to investigate the application of tandem blade rotor for possible improvements of a transonic fan. A near term application of tandem blade rotor could be either in the last stages of a high pressure compressor or in the fan section. The present research is motivated by evaluating the tandem configuration for transonic fan of high bypass ratio turbofan engines. The main idea is to achieve higher overall blade loading and at the same time lowering the flow separation tendency by shifting the boundary layer growth to the rear rotor. A computational fluid dynamics code, solving the Navier-Stokes equations based on a flexible multiple-block grid discretization... 

    Prediction and Control of Surge and Rotating Stall in Axial Flow Compressors

    , M.Sc. Thesis Sharif University of Technology Abdollahi Vayghan, Hossein (Author) ; Ghofrani, Mohammad Bagher (Supervisor) ; Nouri Borujerdi, Ali (Supervisor)
    Abstract
    Axial compression systems are widely used in many aerodynamic applications. However, the operability of such systems is limited at low mass flow rates by fluid dynamic instabilities. These instabilities lead the compressor to rotating stall or surge. In some instances, a combination of rotating stall and surge, called modified surge, has also been observed. In this research Moore – Greitzer model that the principle of constant speed mode checks as a base case has been considered and the developed condition of this model in which the dynamic model of the shaft will also respect and shaft rotational speed as a basis for state shall consider, has been analyzed.
    In this study the effect of... 

    Optimization of bump and blowing to control the flow through a transonic compressor blade cascade

    , Article Shock Waves ; 2017 , Pages 1-13 ; 09381287 (ISSN) Mazaheri, K ; Khatibirad, S ; Sharif University of Technology
    Springer New York LLC  2017
    Abstract
    Shock control bump (SCB) and blowing are two flow control methods, used here to improve the aerodynamic performance of transonic compressors. Both methods are applied to a NASA rotor 67 blade section and are optimized to minimize the total pressure loss. A continuous adjoint algorithm is used for multi-point optimization of a SCB to improve the aerodynamic performance of the rotor blade section, for a range of operational conditions around its design point. A multi-point and two single-point optimizations are performed in the design and off-design conditions. It is shown that the single-point optimized shapes have the best performance for their respective operating conditions, but the... 

    Optimization of bump and blowing to control the flow through a transonic compressor blade cascade

    , Article Shock Waves ; Volume 28, Issue 2 , 2018 , Pages 285-297 ; 09381287 (ISSN) Mazaheri, K ; Khatibirad, S ; Sharif University of Technology
    Springer New York LLC  2018
    Abstract
    Shock control bump (SCB) and blowing are two flow control methods, used here to improve the aerodynamic performance of transonic compressors. Both methods are applied to a NASA rotor 67 blade section and are optimized to minimize the total pressure loss. A continuous adjoint algorithm is used for multi-point optimization of a SCB to improve the aerodynamic performance of the rotor blade section, for a range of operational conditions around its design point. A multi-point and two single-point optimizations are performed in the design and off-design conditions. It is shown that the single-point optimized shapes have the best performance for their respective operating conditions, but the... 

    Application of fuzzy logic to axial compressor performance map prediction

    , Article 2007 ASME Power Conference, San Antonio, TX, 17 July 2007 through 19 July 2007 ; 2007 , Pages 49-54 ; 0791842738 (ISBN); 9780791842737 (ISBN) Ghorbanian, K ; Gholamrezaei, M ; Sharif University of Technology
    2007
    Abstract
    The present paper applies fuzzy logic technique to predict the performance map of an axial compressor. This technique relies on employing the information of a data curve in concert with the information at the design point. Further, the learning capability of ANN technique is integrated to the potential of fuzzy logic. A comparison of the predicted results with experimental data reveals a very good agreement. The proposed technique has not only the capability to model the nonlinear surge line as well as the kink in a classical compressor performance map but also it can be used as an alternative tool to foresee the effect of modification of design variables, as well as to guide the design... 

    Two-Stage Axial Compressor Design Software

    , M.Sc. Thesis Sharif University of Technology Peyvan, Ahmad (Author) ; Hajilou Benisi, Ali (Supervisor)
    Abstract
    Axial-flow compressor is one of the most basic components of gas turbine engines. Consequently, it is essential to design this machine appropriately. Full three dimensional analyses of axial-flow compressors is time consuming due to the flow field complexity, so a method with minimum running time and producing an acceptable design is required. One dimensional design method is a low cost procedure with acceptable results for preliminary stages of design. It receives inlet flow conditions, such as total pressure ratio, mass flow and rotational speed and designs a compressor which satisfies the desired input data. Too many efforts have been accomplished to predict energy losses, design... 

    Design and 1D Dynamic Modeling of an Axial-Centrifugal Compressor Matching

    , M.Sc. Thesis Sharif University of Technology Asghary, Maryam (Author) ; Ghorbanian, Kaveh (Supervisor)
    Abstract
    Overall performance improvement of gas turbine is available by modifying each component of cycle. The purpose of this research is to improve performance of a micro turbine with 200 KW power, by redesigning compressor set. Considerable increase in performance and stability occurs, by adding individual stage of axial compressor at the entry of centrifugal section. It should be noted that, this improvement occurs without a significant increase in size and without having to change the centrifugal compressor design.In this study, design of one stage axial compressor and three dimensional modeling is discussed after, modeling and preliminary design of centrifugal compressor. Then, after obtaining... 

    Axial compressor performance map prediction using artificial neural network

    , Article 2007 ASME Turbo Expo, Montreal, Que., 14 May 2007 through 17 May 2007 ; Volume 6 PART B , 2007 , Pages 1199-1208 ; 079184790X (ISBN); 9780791847909 (ISBN) Ghorbanian, K ; Gholamrezaei, M ; Sharif University of Technology
    2007
    Abstract
    The application of artificial neural network to compressor performance map prediction is investigated. Different types of artificial neural network such as multilayer perceptron network, radial basis function network, general regression neural network, and a rotated general regression neural network proposed by the authors are considered. Two different models are utilized in simulating the performance map. The results indicate that while the rotated general regression neural network has the least mean error and best agreement to the experimental data, it is however limited to curve fitting application. On the other hand, if one considers a tool for curve fitting as well as for interpolation... 

    A new design for tip injection in transonic axial compressors

    , Article 2006 ASME 51st Turbo Expo, Barcelona, 6 May 2006 through 11 May 2006 ; Volume 6 PART A , 2006 , Pages 39-47 ; 079184241X (ISBN); 9780791842416 (ISBN) Beheshti, B. H ; Ghorbanian, K ; Farhanieh, B ; Teixeira, J. A ; Ivey, P. C ; Sharif University of Technology
    2006
    Abstract
    This paper presents a state of the art design for the blade tip injection. The design includes the means, to inject high-pressure gas jet directly into a circumferential casing groove formed in the shroud adjacent to the blade tip. The casing groove is positioned over the blade tip and exceeds 30% of the blade axial chord beyond the impeller to both upstream and downstream directions. In order to validate the multi block model used in the tip gap region, main flow characteristics are verified with the experimental data for smooth casing with a design clearance of 0.5% span. Three arbitrary mass flow rates (1.75%, 2.45%, and 4.35% of choked mass flow) have been studied. The results indicate... 

    2-D Design and Optimization of Axial Flow Compressor Blade with 2-Objective Method

    , M.Sc. Thesis Sharif University of Technology Naseripour Yazdi, Ali (Author) ; Hajilouy Benisi, Ali (Supervisor)
    Abstract
    Axial compressors are utilized to increase compressible flow pressure in an efficient manner where mass flow rate is high, such as aviation engines and power generation gas turbines. The flow is compressed within this machine through several stages. Each stage consists of a rotor blade row followed by a stator blade row. Energy transfer to the air is performed on the rotor by changing its velocity vector. Then, pressure is recovered from velocity by diffusion, meanwhile turning the flow direction through stator blades. These blades have been designed and optimized with various methods evolved with developing computational and manufacturing facilities. In this thesis the aerodynamic design of... 

    Aerodynamic Design of Axial Compressor Blade of The Gas Turbine

    , M.Sc. Thesis Sharif University of Technology Ferasat, Ali (Author) ; Hajilouy Benisi, Ali (Supervisor)
    Abstract
    Improving compressor performance and arriving at better conditions has always been considered by researchers and industrialists. However axial compressor design process is time consuming, very costly, and involves uncertainties and iterations such that sometimes the preset targets are not achieved. Therefore it is required to be able to perform preliminary design and specify the compressor geometry and blade specifications and predict the performance characteristics with a fast, cheap method with required accuracy suitable for this step before detailed design and manufacture. Also some design methods need a primary geometry that is generated by these methods.In this work, towards achieving... 

    General regression neural network application to axial compressor performance map

    , Article 45th AIAA Aerospace Sciences Meeting 2007, Reno, NV, 8 January 2007 through 11 January 2007 ; Volume 20 , 2007 , Pages 13962-13971 ; 1563478900 (ISBN); 9781563478901 (ISBN) Ghorbanian, K ; Gholamrezaei, M ; Sharif University of Technology
    2007
    Abstract
    General regression neural network (GRNN) is employed to reconstruct the compressor performance map. Two different models are adopted to examine the accuracy of the GRNN technique. The results indicate that the GRNN predictions for both models are very sensitive to the width of the probability a. Further, since the distribution of data is multimodal with large variance differences modes, two solutions are suggested: a locally optimized value for the probability, and the second one is rotated general regression neural network (RGRNN) providing a more accurate result compared to an overall value for the probability. The results show that as the number of samples is reduced to about 70% of the... 

    Performance and stability enhancement of NASA Rotor 37 applying abradable coating

    , Article ASME Turbo Expo 2005 - Gas Turbie Technology: Focus for the Future, Reno-Tahoe, NV, 6 June 2005 through 9 June 2005 ; Volume 6 PART A , 2005 , Pages 93-102 Beheshti, B. H ; Farhanieh, B ; Ghorbanian, K ; Teixeira, J. A ; Ivey, P. C ; ASME International Gas Turbine Institute ; Sharif University of Technology
    2005
    Abstract
    Improvements in sealing mechanism between the rotating and the stationary parts of a rurbomachine can extensively reduce the endwall leakage flow. In this regard, abradable seals are incorporated into compressor and turbine blade-tip region. In a gas turbine, equipped with abradable seals, tip of the rotor blade is designed to cut into the material coating of the casing and to form a close fitted circumferential groove for the movement of the blade tip. As a result, the resistance to the leakage flow in the tip gap region increases due to smaller tip clearances (available without any rub-induced damages). Minimizing the tip clearance size can lead to an increase in performance and stability.... 

    Application of integrated fuzzy logic and neural networks to the performance prediction of axial compressors

    , Article Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy ; Volume 229, Issue 8 , 2015 , Pages 928-947 ; 09576509 (ISSN) Gholamrezaei, M ; Ghorbanian, K ; Sharif University of Technology
    SAGE Publications Ltd  2015
    Abstract
    An integrated fuzzy logic-neural network methodology is presented as a mean to improve the reconstruction of the performance map of axial compressors and fans. The learning capability of artificial neural network technique is integrated to the knowledge aspect of fuzzy inference system to offer enhanced prediction capabilities compared to using a single methodology independently. The proposed technique incorporates information of experimental data on surge, operating, and choke lines at any arbitrary but fixed rotational speed. A comparison of the predicted results with experimental data reveals a very good agreement. The proposed technique has the capability to model the nonlinear surge... 

    An artificial neural network approach to compressor performance prediction

    , Article Applied Energy ; Volume 86, Issue 7-8 , 2009 , Pages 1210-1221 ; 03062619 (ISSN) Ghorbanian, K ; Gholamrezaei, M ; Sharif University of Technology
    Elsevier Ltd  2009
    Abstract
    The application of artificial neural network to compressor performance map prediction is investigated. Different types of artificial neural networks such as general regression neural network, rotated general regression neural network proposed by the authors, radial basis function network, and multilayer perceptron network are considered. Two different models are utilized in simulating the performance map. The results indicate that while the rotated general regression neural network has the least mean error and best agreement to the experimental data; it is however, limited to interpolation application. On the other hand, if one considers a tool for interpolation as well as extrapolation... 

    Performance enhancement in transonic axial compressors using blade tip injection coupled with casing treatment

    , Article Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy ; Volume 219, Issue 5 , 2005 , Pages 321-331 ; 09576509 (ISSN) Beheshti, B. H ; Farhanieh, B ; Ghorbanian, K ; Teixeira, J. A ; Ivey, P. C ; Sharif University of Technology
    2005
    Abstract
    The casing treatment and flow injection upstream of the rotor tip are two effective approaches in suppressing instabilities or recovering from a fully developed stall. This paper presents numerical simulations for a high-speed transonic compressor rotor, NASA Rotor 37, applying a state-of-the-art design for the blade tip injection. This is characterized by introducing a jet flow directly into the casing treatment machined into the shroud. The casing treatment is positioned over the blade tip region and exceeds the impeller axially by ∼30 per cent of the tip chord both in the upstream and in the downstream directions. To numerically solve the governing equations, the three-dimensional finite... 

    An Axial Compressor Flow Analysis in Meridional Plane incorporating End-Wall Boundary Layer Effects

    , M.Sc. Thesis Sharif University of Technology Amini Magham, Mohammad Reza (Author) ; Ghorbanian, Kaveh (Supervisor)
    Abstract
    With everyday increasing application of gas turbine in different industries, fast and accurate tools for design, analysis and performance estimation of gas turbines have found many proponent; Compressors, as one of the most important parts of gas turbines, are no exception to this ordinance. Although development of Computational Fluid Dynamics (CFD) method was a great aid to improve the accuracy of this tools, complexity and being time consume make them uncommon and unpopular during preliminary design and analysis process. So it could be imply that simple analysis methods, such as 1D, 2D and quasi-3D, are not only not abandoned, but also very practical and most applied in preliminary design,... 

    Optimization of the Multi-Stage Compressor Design by Developing a Software for 2D Axial-Flow Compressor Analysis

    , M.Sc. Thesis Sharif University of Technology Khodabakhshi, Alireza (Author) ; Mazaheri, Karim (Supervisor)
    Abstract
    Streamline Curvature method is one of the most commonly used methods by industry for prediction of axial flow compressors. This method analyze axial compressor by solving radial equations in the meridional plane to locate streamlines and also by using empirical models to predict total pressure loss. Despite growth of CFD models, Streamline Curvature method has been considered as most practical method for compressor preliminary design and performance assessment because of it’s high speed and good precision. In the current work a C++ code (SLC) has been developed using streamline curvature for axial flow compressor performance analysis. This code receives compressor geometry, properties of...