Multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of South East Asia
Improved hydrodynamic design of a Horizontal Axis Tidal Turbine (HATT) blade is key to increasing the efficiency and annual power production of the turbine. One of the crucial stages in hydrodynamic design is the selection of the 2D cross-section (hydrofoil) of the blade. Selecting the hydrofoils fo...
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sg-ntu-dr.10356-1611782022-08-17T08:07:03Z Multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of South East Asia Nandagopal, Rajaram Attukur Narasimalu, Srikanth Interdisciplinary Graduate School (IGS) Energy Research Institute @ NTU (ERI@N) Engineering::Environmental engineering Hydrofoil Optimization Low Reynold Number Flow Improved hydrodynamic design of a Horizontal Axis Tidal Turbine (HATT) blade is key to increasing the efficiency and annual power production of the turbine. One of the crucial stages in hydrodynamic design is the selection of the 2D cross-section (hydrofoil) of the blade. Selecting the hydrofoils for a blade design that results in superior turbine characteristics for a given flow condition is tedious. In this study instead of choosing hydrofoils for a given flow condition, a base hydrofoil geometry is optimized to obtain a new hydrofoil that has superior characteristics for the given flow conditions. Hydrofoils were optimized for the flow conditions prevalent in South East Asia. Optimization was performed until the desired objectives were met while satisfying a set of constraints. Maximizing lift-to-drag ratio and lift coefficient of the hydrofoil was set as objectives (non-conflicting) while avoiding cavitation during turbine operation was one of the constraints. OpenMDAO and NSGAII were used to set up and solve the multi-objective optimization problem respectively to generate four optimized hydrofoils. Harp_opt was used to design a 1 m rotor HATT blade using the optimized hydrofoils which exhibited better performance than another 1 m rotor HATT blade designed with NREL hydrofoils as 2D sections. Nanyang Technological University I (AN Rajaram) would like to acknowledge Interdisciplinary Graduate School, Nanyang Technological University, Singapore and Technische Universit€at München, Germany for funding my Ph.D. The authors also acknowledge Energy Research Institute @ NTU for supporting this work under the ICER (International Centre for Energy Research) collaboration program. 2022-08-17T08:07:03Z 2022-08-17T08:07:03Z 2020 Journal Article Nandagopal, R. A. & Narasimalu, S. (2020). Multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of South East Asia. Renewable Energy, 146, 166-180. https://dx.doi.org/10.1016/j.renene.2019.05.111 0960-1481 https://hdl.handle.net/10356/161178 10.1016/j.renene.2019.05.111 2-s2.0-85068192099 146 166 180 en Renewable Energy © 2019 Elsevier Ltd. All rights reserved. |
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Engineering::Environmental engineering Hydrofoil Optimization Low Reynold Number Flow Nandagopal, Rajaram Attukur Narasimalu, Srikanth Multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of South East Asia |
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Improved hydrodynamic design of a Horizontal Axis Tidal Turbine (HATT) blade is key to increasing the efficiency and annual power production of the turbine. One of the crucial stages in hydrodynamic design is the selection of the 2D cross-section (hydrofoil) of the blade. Selecting the hydrofoils for a blade design that results in superior turbine characteristics for a given flow condition is tedious. In this study instead of choosing hydrofoils for a given flow condition, a base hydrofoil geometry is optimized to obtain a new hydrofoil that has superior characteristics for the given flow conditions. Hydrofoils were optimized for the flow conditions prevalent in South East Asia. Optimization was performed until the desired objectives were met while satisfying a set of constraints. Maximizing lift-to-drag ratio and lift coefficient of the hydrofoil was set as objectives (non-conflicting) while avoiding cavitation during turbine operation was one of the constraints. OpenMDAO and NSGAII were used to set up and solve the multi-objective optimization problem respectively to generate four optimized hydrofoils. Harp_opt was used to design a 1 m rotor HATT blade using the optimized hydrofoils which exhibited better performance than another 1 m rotor HATT blade designed with NREL hydrofoils as 2D sections. |
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Interdisciplinary Graduate School (IGS) |
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Interdisciplinary Graduate School (IGS) Nandagopal, Rajaram Attukur Narasimalu, Srikanth |
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Article |
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Nandagopal, Rajaram Attukur Narasimalu, Srikanth |
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Nandagopal, Rajaram Attukur |
title |
Multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of South East Asia |
title_short |
Multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of South East Asia |
title_full |
Multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of South East Asia |
title_fullStr |
Multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of South East Asia |
title_full_unstemmed |
Multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of South East Asia |
title_sort |
multi-objective optimization of hydrofoil geometry used in horizontal axis tidal turbine blade designed for operation in tropical conditions of south east asia |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/161178 |
_version_ |
1743119541566701568 |