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Research Article

Performance optimization of vertical axis wind turbine based on Taguchi method, improved differential evolution algorithm and Kriging model

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Pages 2792-2810 | Received 05 Jul 2023, Accepted 18 Jan 2024, Published online: 31 Jan 2024

References

  • Aboelezz, A., H. Ghali, G. Elbayomi, and M. Madboli. 2022. A novel VAWT passive flow control numerical and experimental investigations: Guided vane airfoil wind turbine. Ocean Engineering 257:257. doi:10.1016/j.oceaneng.2022.111704.
  • Ahmad, M., A. Shahzad, F. Akram, F. Ahmad, and S. I. A. Shah. 2022. Design optimization of Double-Darrieus hybrid vertical axis wind turbine. Ocean Engineering 254:254. doi:10.1016/j.oceaneng.2022.111171.
  • Ardaneh, F., A. Abdolahifar, and S. M. H. Karimian. 2022. Numerical analysis of the pitch angle effect on the performance improvement and flow characteristics of the 3-PB darrieus vertical axis wind turbine. Energy 239:122339. doi:10.1016/j.energy.2021.122339.
  • Balduzzi, F., A. Bianchini, R. Maleci, G. Ferrara, and L. Ferrari. 2016. Critical issues in the CFD simulation of Darrieus wind turbines. Renewable Energy 85:419–35. doi:10.1016/j.renene.2015.06.048.
  • Bravo, R., S. Tullis, and S. Ziada. 2007. Performance testing of a Small Vertical-Axis Wind Turbine. Proceedings of the 21st Canadian Conference of Applied Mechanics, Ryerson University, Toronto, Ontario, Canada.
  • Chen, W.-H., C.-Y. Chen, C.-Y. Huang, and C.-J. Hwang. 2017. Power output analysis and optimization of two straight-bladed vertical-axis wind turbines. Applied Energy 185:223–32. doi:10.1016/j.apenergy.2016.10.076.
  • Chen, W.-H., S.-R. Huang, and Y.-L. Lin. 2015. Performance analysis and optimum operation of a thermoelectric generator by Taguchi method. Applied Energy 158:44–54. doi:10.1016/j.apenergy.2015.08.025.
  • Chen, W.-H., J.-S. Wang, M.-H. Chang, J. K. Mutuku, and A. T. Hoang. 2021. Efficiency improvement of a vertical-axis wind turbine using a deflector optimized by Taguchi approach with modified additive method. Energy Conversion and Management 245:114609. doi:10.1016/j.enconman.2021.114609.
  • Das Karmakar, S., and H. Chattopadhyay. 2022. A review of augmentation methods to enhance the performance of vertical axis wind turbine. Sustainable Energy Technologies and Assessments 53:102469. doi:10.1016/j.seta.2022.102469.
  • Elkhoury, M., T. Kiwata, and E. Aoun. 2015. Experimental and numerical investigation of a three-dimensional vertical-axis wind turbine with variable-pitch. Journal of Wind Engineering and Industrial Aerodynamics 139:111–23. doi:10.1016/j.jweia.2015.01.004.
  • Elkhoury, M., T. Kiwata, K. Nagao, T. Kono, and F. ElHajj. 2018. Wind tunnel experiments and delayed detached Eddy simulation of a three-bladed micro vertical axis wind turbine. Renewable Energy 129:63–74. doi:10.1016/j.renene.2018.05.096.
  • Hand, B., and A. Cashman. 2020. A review on the historical development of the lift-type vertical axis wind turbine: From onshore to offshore floating application. Sustainable Energy Technologies and Assessments 38:100646. doi:10.1016/j.seta.2020.100646.
  • Hedenus, F., N. Jakobsson, L. Reichenberg, and N. Mattsson. 2022. Historical wind deployment and implications for energy system models. Renewable and Sustainable Energy Reviews 168:112813. doi:10.1016/j.rser.2022.112813.
  • Kaya, A. F., and A. Acır. 2022. Enhancing the aerodynamic performance of a Savonius wind turbine using Taguchi optimization method. Energy Sources Part A: Recovery, Utilization, and Environmental Effects 44 (2):5610–26. doi:10.1080/15567036.2022.2088898.
  • Li, Q. A., T. Maeda, Y. Kamada, K. Shimizu, T. Ogasawara, A. Nakai, and T. Kasuya. 2017. Effect of rotor aspect ratio and solidity on a straight-bladed vertical axis wind turbine in three-dimensional analysis by the panel method. Energy 121:1–9. doi:10.1016/j.energy.2016.12.112.
  • Lophaven, S. N., H. B. Nielsen, and J. Søndergaard. 2002. DACE-A Matlab Kriging toolbox. version 2.0.
  • Maalouly, M., M. Souaiby, A. ElCheikh, J. S. Issa, and M. Elkhoury. 2022. Transient analysis of H-type vertical axis wind turbines using CFD. Energy Reports 8:4570–88. doi:10.1016/j.egyr.2022.03.136.
  • Ma, N., H. Lei, Z. Han, D. Zhou, Y. Bao, K. Zhang, L. Zhou, and C. Chen. 2018. Airfoil optimization to improve power performance of a high-solidity vertical axis wind turbine at a moderate tip speed ratio. Energy 150:236–52. doi:10.1016/j.energy.2018.02.115.
  • Meana-Fernández, A., I. Solís-Gallego, J. M. Fernández Oro, K. M. Argüelles Díaz, and S. Velarde-Suárez. 2018. Parametrical evaluation of the aerodynamic performance of vertical axis wind turbines for the proposal of optimized designs. Energy 147:504–17. doi:10.1016/j.energy.2018.01.062.
  • Nguyen, M. T., F. Balduzzi, and A. Goude. 2021. Effect of pitch angle on power and hydrodynamics of a vertical axis turbine. Ocean Engineering 238:109335. doi:10.1016/j.oceaneng.2021.109335.
  • Peng, Y.-X., Y.-L. Xu, S. Zhan, and K.-M. Shum. 2019. High-solidity straight-bladed vertical axis wind turbine: Aerodynamic force measurements. Journal of Wind Engineering and Industrial Aerodynamics 184:34–48. doi:10.1016/j.jweia.2018.11.005.
  • Peng, H. Y., B. W. Zhong, G. Hu, and H. J. Liu. 2022. Optimization analysis of straight-bladed vertical axis wind turbines in turbulent environments by wind tunnel testing. Energy Conversion and Management 257:115411. doi:10.1016/j.enconman.2022.115411.
  • Qasemi, K., and L. N. Azadani. 2020. Optimization of the power output of a vertical axis wind turbine augmented with a flat plate deflector. Energy 202:117745. doi:10.1016/j.energy.2020.117745.
  • Rezaeiha, A., I. Kalkman, and B. Blocken. 2017. Effect of pitch angle on power performance and aerodynamics of a vertical axis wind turbine. Applied Energy 197:132–50. doi:10.1016/j.apenergy.2017.03.128.
  • Rezaeiha, A., H. Montazeri, and B. Blocken. 2018. Towards optimal aerodynamic design of vertical axiswind turbines: Impact of solidity and number of blades. Energy 165:1129–48. doi:10.1016/j.energy.2018.09.192.
  • Sagharichi, A., M. Zamani, and A. Ghasemi. 2018. Effect of solidity on the performance of variable-pitch vertical axis wind turbine. Energy 161:753–75. doi:10.1016/j.energy.2018.07.160.
  • Sun, X., J. Zhu, Z. Li, and G. Sun. 2021. Rotation improvement of vertical axis wind turbine by offsetting pitching angles and changing blade numbers. Energy 215:119177. doi:10.1016/j.energy.2020.119177.
  • Tong, G., Y. Li, K. Tagawa, and F. Feng. 2023. Effects of blade airfoil chord length and rotor diameter on aerodynamic performance of straight-bladed vertical axis wind turbines by numerical simulation. Energy 265:126325. doi:10.1016/j.energy.2022.126325.
  • Wang, Z., Y. Wang, and M. Zhuang. 2018. Improvement of the aerodynamic performance of vertical axis wind turbines with leading-edge serrations and helical blades using CFD and Taguchi method. Energy Conversion and Management 177:107–21. doi:10.1016/j.enconman.2018.09.028.
  • Wong, K. H., W. T. Chong, S. C. Poh, Y.-C. Shiah, N. L. Sukiman, and C.-T. Wang. 2018. 3D CFD simulation and parametric study of a flat plate deflector for vertical axis wind turbine. Renewable Energy 129:32–55. doi:10.1016/j.renene.2018.05.085.
  • Zhang, J. Q., and A. C. Sanderson. 2009. JADE: Adaptive differential evolution with optional ExternalArchive. IEEE Transactions on Evolutionary Computation 13 (5):945–58. doi:10.1109/Tevc.2009.2014613.
  • Zhang, S., and S. Xu. 2023. Optimization of Savonius wind turbine blades based on perturbed stochasticfractal search algorithm and Kriging surrogate model. Energy Sources Part A: Recovery, Utilization, and Environmental Effects 45 (1):2156–73. doi:10.1080/15567036.2023.2186543.

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