Structural optimisation of vertical-axis wind turbine composite blades based on finite element analysis and genetic algorithm

Abstract A wind turbine blade generally has complex structures including several layers of composite materials with shear webs, making its structure design very challenging. In this paper, a structural optimisation model for wind turbine composite blades has been developed based on a parametric FEA (finite element analysis) model and a GA (genetic algorithm) model. The optimisation model minimises the mass of composite blades with multi-criteria constraints. The number of unidirectional plies, the locations of the spar cap and the thicknesses of shear webs are taken as design variables. The optimisation model takes account of five constraints, i.e. stress constraint, deformation constraint, vibration constraint, buckling constraint, and manufacturing manoeuvrability and continuity of laminate layups constraint. The model has been applied to the blade structural optimisation of ELECTRA 30 kW wind turbine, which is a novel VAWT (vertical-axis wind turbine) combining sails and V-shape arm. The mass of the optimised blade is 228 kg, which is 17.4% lower than the initial design, indicating the blade mass can be significantly reduced by using the present optimisation model. It is demonstrated that the structural optimisation model presented in this paper is capable of effectively and accurately determining the optimal structural layups of composite blades.

[1]  Lin Wang,et al.  A mathematical model for calculating cross-sectional properties of modern wind turbine composite blades , 2014 .

[2]  송길봉 Vertical axis turbine apparatus , 2010 .

[3]  Takafumi Nishino,et al.  Fluid structure interaction modelling of a novel 10MW vertical-axis wind turbine rotor based on computational fluid dynamics and finite element analysis , 2015 .

[4]  Matthew Stables,et al.  Nonlinear aeroelastic modelling for wind turbine blades based on blade element momentum theory and geometrically exact beam theory , 2014 .

[5]  Mohamed Shama Torsion and Shear Stresses in Ships , 2010 .

[6]  Ion Paraschivoiu,et al.  Double-multiple streamtube model for studying vertical-axis wind turbines , 1988 .

[7]  Feargal Brennan,et al.  Experimental determination of the overturning moment and net lateral force generated by a novel vertical axis wind turbine: Experiment design under load uncertainty , 2013, Experimental Techniques.

[8]  G. Bir,et al.  Preliminary Structural Design of Composite Blades for Two- and Three-Blade Rotors , 2004 .

[9]  Sathya N. Gangadharan,et al.  A Baseline Study and Calibration for Multidisciplinary Design Optimization of Hybrid Composite Wind Turbine Blade , 2011 .

[10]  S. N. Sivanandam,et al.  Introduction to genetic algorithms , 2007 .

[11]  M. Vakilian,et al.  A combination of genetic algorithm and simulated annealing for optimal DG allocation in distribution networks , 2005, Canadian Conference on Electrical and Computer Engineering, 2005..

[12]  Aya Diab,et al.  Aerodynamic Optimization of a Wind Turbine Blade Designed for Egypt's Saharan Environment Using a Genetic Algorithm , 2015 .

[13]  Maurizio Collu,et al.  Offshore floating vertical axis wind turbines, dynamics modelling state of the art. Part II: Mooring line and structural dynamics , 2014 .

[14]  Dayton A. Griffin,et al.  WindPACT Turbine Design Scaling Studies Technical Area 1-Composite Blades for 80- to 120-Meter Rotor , 2001 .

[15]  M. Worstell,et al.  Aerodynamic Performance of the DOE/Sandia 17-m-Diameter Vertical-Axis Wind Turbine , 1981 .

[16]  Andrew Shires Development and Evaluation of an Aerodynamic Model for a Novel Vertical Axis Wind Turbine Concept , 2013 .

[17]  Lin Wang,et al.  Blade Design Optimisation for Fixed-Pitch Fixed-Speed Wind Turbines , 2012 .

[18]  Kamran Behdinan,et al.  AIRCRAFT CONCEPTUAL DESIGN USING GENETIC ALGORITHMS , 2000 .

[19]  L. Henriksen,et al.  The DTU 10-MW Reference Wind Turbine , 2013 .

[20]  Sandia Report,et al.  Design of 9-Meter Carbon-Fiberglass Prototype Blades: CX-100 and TX-100 , 2007 .

[21]  Krystel K. Castillo-Villar,et al.  A Review of Methodological Approaches for the Design and Optimization of Wind Farms , 2014 .

[22]  Liu Xiao,et al.  Aerodynamic and Aeroacoustic Optimization of Wind Turbine Blade by a Genetic Algorithm , 2008 .

[23]  S. Report,et al.  The Sandia 100-meter All-glass Baseline Wind Turbine Blade: SNL100-00 , 2011 .

[24]  Julia C. Chatterton,et al.  Carbon Brainprint Case Study: novel offshore vertical axis wind turbines , 2011 .

[25]  Lin Wang,et al.  Nonlinear aeroelastic modelling of large wind turbine composite blades , 2015 .

[26]  Lin Wang,et al.  Optimized linearization of chord and twist angle profiles for fixed-pitch fixed-speed wind turbine blades , 2013 .

[27]  Julia C. Chatterton,et al.  Carbon Brainprint – an estimate of the intellectual contribution of research 1 institutions to reducing greenhouse gas emissions 2 , 2015 .

[28]  D. J. Malcolm,et al.  WindPACT Turbine Rotor Design Study , 2006 .

[29]  J. Reddy Mechanics of laminated composite plates and shells : theory and analysis , 1996 .