201351st AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace ExpositionRequires access

Towards a Framework for Aero-elastic Multidisciplinary Design Optimization of Horizontal Axis Wind Turbines

Michael Kenneth McWilliam, Stephen Lawton, Curran A. Crawford

Open publisher page 7 citations

Abstract

Multi-disciplinary Design Optimization (MDO) has been successfully applied in the aerospace industry, so given the similarities to wind turbine design, the application of MDO techniques is a potential opportunity to improve wind turbine design. MDO attempts to solve for optimal design parameters by considering the performance of multiple disciplines simultaneously. This approach differs from sequential optimization in which each discipline is optimized separately. Evaluating the design with a comprehensive approach leads to better balanced designs. This article presents a Multi-Disciplinary Feasible (MDF) framework that incorporates an aerodynamics code based on vortex methods with a nonlinear beam formulation for the blade aerodynamics and structural dynamics, in order to eventually study non-straight blades with arbitrary composite layups. In the current work, the framework is exercised to optimize a conventional design for a 100 m blade. It was found that obtaining accurate coupled gradients for a fully-relaxed wake simulation using explicit aerodynamic solution methods is very challenging. A rigid wake approach enabled more reliable convergence, and suggestions are given for future work in applying MDO to this class of wind turbine analysis methods.

About this research paper

What this paper is about

Multi-disciplinary Design Optimization (MDO) has been successfully applied in the aerospace industry, so given the similarities to wind turbine design, the application of MDO techniques is a potential opportunity to improve wind turbine design. MDO attempts to solve for optimal design parameters by considering the performance of multiple disciplines simultaneously. This approach differs from sequential optimization in which each discipline is optimized separately. Evaluating the design with a comprehensive approach leads to better balanced designs. This article presents a Multi-Disciplinary Feasible (MDF) framework that incorporates an aerodynamics code based on vortex methods with a nonlinear beam formulation for the blade aerodynamics and structural dynamics, in order to eventually study non-straight blades with arbitrary composite layups. In the current work, the framework is exercised to optimize a conventional design for a 100 m blade. It was found that obtaining accurate coupled gradients for a fully-relaxed wake simulation using explicit aerodynamic solution methods is very challenging. A rigid wake approach enabled more reliable convergence, and suggestions are given for future work in applying MDO to this class of wind turbine analysis methods.

Why it matters

OpenAlex reports 7 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Multi-disciplinary Design Optimization (MDO) has been successfully applied in the aerospace industry, so given the similarities to wind turbine design, the application of MDO techniques is a potential opportunity to improve wind turbine design. MDO attempts to solve for optimal design parameters by considering the performance of multiple disciplines simultaneously. This approach differs from sequential optimization in which each discipline is optimized separately. Evaluating the design with a comprehensive approach leads to better balanced designs. This article presents a Multi-Disciplinary Feasible (MDF) framework that incorporates an aerodynamics code based on vortex methods with a nonlinear beam formulation for the blade aerodynamics and structural dynamics, in order to eventually study non-straight blades with arbitrary composite layups. In the current work, the framework is exercised to optimize a conventional design for a 100 m blade. It was found that obtaining accurate coupled gradients for a fully-relaxed wake simulation using explicit aerodynamic solution methods is very challenging. A rigid wake approach enabled more reliable convergence, and suggestions are given for future work in applying MDO to this class of wind turbine analysis methods.

Key concepts: Aerodynamics, Multidisciplinary design optimization, Wake, Turbine, Aerospace, Aerospace engineering, Computer science, Aeroelasticity

Related papers

Back to paper searchBrowse research topicsOriginal source
Towards a Framework for Aero-elastic Multidisciplinary Design Optimization of Horizontal Axis Wind Turbines — Research Paper | ScholarLens