Analysis of wind turbine blade aerodynamic optimization strategies considering surface degradation

被引:0
|
作者
Rodolfo Curci Puraca
Bruno Souza Carmo
机构
[1] University of São Paulo,Department of Mechanical Engineering, Escola Politécnica
关键词
Wind turbine blades; Optimization; Roughness;
D O I
暂无
中图分类号
学科分类号
摘要
Wind turbines suffer with the degradation of blades during their working life as a result of weathering or adhesion of dirt on their surface. This decreases efficiency in the energy production, requiring in some cases the exchange, repair or cleaning of the blades surfaces, which causes a decrease in the capacity factor of the wind farm due to the machinery shutdown and the increase in the operation cost of the farm. In this paper, we analyse different strategies of how to deal with this issue in the wind turbine design phase. The genetic and simplex optimization algorithms were employed to design the geometry of the blades of two different turbines, one which operates with fixed speed and another which operates with variable speed. The objective function was to maximize the annual energy production (AEP). For each of the turbines, we have designed two different blades: one which is optimal for smooth blade surface and another which is optimal for rough blade surface. The four designs were then tested (using a blade element momentum code) considering smooth and rough surface conditions; in order to assess the difference in performance, the turbines would have taken into account their entire working life. The comparisons were made using an index we have developed for this work: the ratio of the average AEP of the turbine with the blades designed for smooth surface condition and the average AEP of the turbine with the blades designed for rough surface condition. This index was calculated for 0 to 100% of the turbine life working with rough blade surface, for both turbines (fixed and variable speed). The conclusion was that, for the turbine with fixed speed, designing for rough blades is better when the turbine operates with rough blade surface for 34.95% or more of its lifespan. On the other hand, for the turbine with variable speed, designing for rough blades is better only if the turbine works with rough blade surface for 50.59% or more of its lifespan.
引用
收藏
相关论文
共 50 条
  • [1] Analysis of wind turbine blade aerodynamic optimization strategies considering surface degradation
    Puraca, Rodolfo Curci
    Carmo, Bruno Souza
    JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2021, 43 (10)
  • [2] Geometry Design Optimization of a Wind Turbine Blade Considering Effects on Aerodynamic Performance by Linearization
    Yang, Kyoungboo
    ENERGIES, 2020, 13 (09)
  • [3] Numerical Analysis of Wind Turbine Airfoil Aerodynamic of Wind Turbine Blade
    Yan, Choy Hau
    Biao, Tee Swee
    Fei, Chay Tick
    2022 7TH INTERNATIONAL CONFERENCE ON MECHATRONICS SYSTEM AND ROBOTS, ICMSR, 2022, : 1 - 4
  • [4] Aerodynamic Optimization of a Swept Horizontal Axis Wind Turbine Blade
    Kaya, Mehmet Numan
    Kose, Faruk
    Uzol, Oguz
    Ingham, Derek
    Ma, Lin
    Pourkashanian, Mohamed
    JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME, 2021, 143 (09):
  • [5] Blade analysis of wind turbine considering aeroelasticity
    Chen, Jin
    Li, Song-Lin
    Guo, Xiao-Feng
    Sun, Zhen-Ye
    Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2015, 43 (02): : 102 - 106
  • [6] An aerodynamic performance analysis of a perforated wind turbine blade
    Didane, D. H.
    Mohd, S.
    Subari, Z.
    Rosly, N.
    Ghafir, M. F. Abdul
    Masrom, M. F. Mohd
    INTERNATIONAL ENGINEERING RESEARCH AND INNOVATION SYMPOSIUM (IRIS), 2016, 160
  • [7] Aerodynamic performance improvement of wind turbine blade by cavity shape optimization
    Fatehi, Mostafa
    Nili-Ahmadabadi, Mandi
    Nematollahi, Omid
    Minaeian, Ali
    Kim, Kyung Chun
    RENEWABLE ENERGY, 2019, 132 : 773 - 785
  • [8] Structural optimization of composite wind turbine blade under aerodynamic loads
    Wang, Quan
    Chen, Jin
    Wang, Jun
    You, Ying
    Sun, Jinfeng
    Wu, Shuhui
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2014, 50 (09): : 114 - 121
  • [9] Proposal for a coupled aerodynamic-structural wind turbine blade optimization
    Dal Monte, Andrea
    De Betta, Stefano
    Castelli, Marco Raciti
    Benini, Ernesto
    COMPOSITE STRUCTURES, 2017, 159 : 144 - 156
  • [10] Aerodynamic and structural optimization of wind turbine blade with static aeroelastic effects
    Zhu, Jie
    Ni, Xiaohui
    Shen, Xiaomei
    INTERNATIONAL JOURNAL OF LOW-CARBON TECHNOLOGIES, 2020, 15 (01) : 55 - 64