Sivashanmugam, Vadivel Kumaran (2011) Three dimensional Aero-Structural Shape Optimization of Turbomachinery Blades. Masters thesis, Concordia University.
Sivashanmugam_MASc_S2011.pdf - Accepted Version
Aero-structural optimization of gas turbine blades is a very challenging task, given e.g. three dimensional nature of the flow, stringent performance requirements, structural and manufacturing considerations, etc. The current research work addresses this challenge by development and implementation of structural shape optimization module and integrating it with an aerodynamic shape optimization module to form an automated aero-structural optimization procedure. The optimizer combines a Multi-Objective Genetic Algorithm (MOGA), with a Response Surface Approximation (RSA) of the Artificial Neural Network (ANN) type. During the optimization process, each objective function and constraint is approximated by an individual ANN, which is trained and tested using an aerodynamic as well as a structure database composed of a few high fidelity flow simulations (CFD) and structure analysis (CSD) that are obtained using ANSYS Workbench 11.0. Addition of this multiple ANN technique to the optimizer greatly improves the accuracy of the RSA, provides control over handling different design variables and disciplines. The described methodology is then applied to the aero-structural optimization of the E/TU-3 turbine blade row and stage at design conditions to improve the aerodynamic and structural performance of the turbomachinery blades by optimizing the stacking curve. The proposed methodology proved quite successful, flexible and practical with significant increase in stage efficiency and decrease in equivalent stress.
|Divisions:||Concordia University > Faculty of Engineering and Computer Science > Mechanical and Industrial Engineering|
|Item Type:||Thesis (Masters)|
|Authors:||Sivashanmugam, Vadivel Kumaran|
|Degree Name:||M.A. Sc.|
|Date:||6 January 2011|
|Thesis Supervisor(s):||Ghaly , Wahid.S|
|Deposited By:||VADIVEL KUMARAN SIVASHANMUGAM|
|Deposited On:||09 Jun 2011 14:36|
|Last Modified:||04 Nov 2016 23:38|
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