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Velocity Augmentation Model for an Empty Concentrator-Diffuser-Augmented Wind Turbine and Optimisation of Geometrical Parameters Using Surface Response Methodology

Author

Listed:
  • Ngwarai Shambira

    (Physics Department, Faculty of Science & Agriculture, University of Fort Hare, Alice 5700, South Africa)

  • Golden Makaka

    (Physics Department, Faculty of Science & Agriculture, University of Fort Hare, Alice 5700, South Africa)

  • Patrick Mukumba

    (Physics Department, Faculty of Science & Agriculture, University of Fort Hare, Alice 5700, South Africa)

Abstract

Wind energy, renowned for cost-effectiveness and eco-friendliness, addresses global energy needs amid fossil fuel scarcity and environmental concerns. In low-wind speed regions, optimising wind turbine performance becomes vital and achievable by augmenting wind velocity at the turbine rotor using augmentation systems such as concentrators and diffusers. This study focuses on developing a velocity augmentation model that correctly predicts the throat velocity in an empty concentrator-diffuser-augmented wind turbine (CDaugWT) design and determines optimal geometrical parameters. Utilising response surface methodology (RSM) in Design Expert 13 and computational fluid dynamics (CFD) in ANSYS Fluent, 86 runs were analysed, optimising parameters such as diffuser and concentrator angles and lengths, throat length, and flange height. The ANOVA analysis confirmed the model’s significance ( p < 0.05). Notably, the interaction between the concentrator’s length and the diffuser’s length had the highest impact on the throat velocity. The model showed a strong correlation (R 2 = 0.9581) and adequate precision (ratio value of 49.655). A low coefficient of variation (C.V.% = 0.1149) highlighted the model’s reliability. The findings revealed a 1.953-fold increase in inlet wind speed at the throat position. Optimal geometrical parameters for the CDaugWT included a diffuser angle of 10 ° , concentrator angle of 20 ° , concentrator length of 375 mm (0.62 R t h ), diffuser length of 975 mm (1.61 R t h ), throat length of 70 mm (0.12 R t h ), and flange height of 100 mm (0.17 R t h ) where R t h is the throat radius. A desirability value of 0.9, close to 1, showed a successful optimisation. CFD simulations and RSM reduced calculation cost and time when determining optimal geometrical parameters for the CDaugWT design.

Suggested Citation

  • Ngwarai Shambira & Golden Makaka & Patrick Mukumba, 2024. "Velocity Augmentation Model for an Empty Concentrator-Diffuser-Augmented Wind Turbine and Optimisation of Geometrical Parameters Using Surface Response Methodology," Sustainability, MDPI, vol. 16(4), pages 1-30, February.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:4:p:1707-:d:1341745
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    References listed on IDEAS

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