Multi-objective structural optimization of long flexible wind turbine blades for enhanced lightweight and reliability
Author
Abstract
Suggested Citation
DOI: 10.1016/j.energy.2025.138487
Download full text from publisher
As the access to this document is restricted, you may want to
for a different version of it.References listed on IDEAS
- Liao, Ding & Zhu, Shun-Peng & Correia, José A.F.O. & De Jesus, Abílio M.P. & Veljkovic, Milan & Berto, Filippo, 2022. "Fatigue reliability of wind turbines: historical perspectives, recent developments and future prospects," Renewable Energy, Elsevier, vol. 200(C), pages 724-742.
- Dai, Juchuan & Li, Mimi & Chen, Huanguo & He, Tao & Zhang, Fan, 2022. "Progress and challenges on blade load research of large-scale wind turbines," Renewable Energy, Elsevier, vol. 196(C), pages 482-496.
- Chiu, Phillip K. & Roth-Johnson, Perry & Wirz, Richard E., 2020. "Optimal structural design of biplane wind turbine blades," Renewable Energy, Elsevier, vol. 147(P1), pages 2440-2452.
- Evans, S.P. & Bradney, D.R. & Clausen, P.D., 2018. "Assessing the IEC simplified fatigue load equations for small wind turbine blades: How simple is too simple?," Renewable Energy, Elsevier, vol. 127(C), pages 24-31.
- Liao, C.C. & Zhao, X.L. & Xu, J.Z., 2012. "Blade layers optimization of wind turbines using FAST and improved PSO Algorithm," Renewable Energy, Elsevier, vol. 42(C), pages 227-233.
- Wen Xin & Hui Li & Xiaolong Lu & Bo Zhou, 2023. "Study on the Effect of Initial Delamination on Tensile Behavior of Offshore Wind Turbine Blade Spar Cap," Energies, MDPI, vol. 16(8), pages 1-19, April.
- Khazar Hayat & Shafaqat Siddique & Tipu Sultan & Hafiz T. Ali & Fahed A. Aloufi & Riyadh F. Halawani, 2022. "Effect of Spar Design Optimization on the Mass and Cost of a Large-Scale Composite Wind Turbine Blade," Energies, MDPI, vol. 15(15), pages 1-17, August.
- Kong, C. & Bang, J. & Sugiyama, Y., 2005. "Structural investigation of composite wind turbine blade considering various load cases and fatigue life," Energy, Elsevier, vol. 30(11), pages 2101-2114.
- Jordi, Zavala J. & Erasmo, Cadenas & Rafael, Campos-Amezcua, 2024. "Multi-criteria optimal design of small wind turbine blades based on deep learning methods," Energy, Elsevier, vol. 293(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Ye, Shitong & Wang, Qiang & Mu, Yanfei & Luo, Kun & Fan, Jianren, 2024. "Loads and fatigue characteristics assessment of wind farm based on dynamic wake meandering model," Renewable Energy, Elsevier, vol. 236(C).
- Yin, Jiamin & Shen, Wen Zhong & Cao, Jiufa & Zhu, Wei Jun & Sun, Zhenye, 2025. "Quantification of air compressibility on large wind turbine blades using Computational Fluid Dynamics," Renewable Energy, Elsevier, vol. 240(C).
- Jie Zhu & Xin Cai & Pan Pan & Rongrong Gu, 2014. "Multi-Objective Structural Optimization Design of Horizontal-Axis Wind Turbine Blades Using the Non-Dominated Sorting Genetic Algorithm II and Finite Element Method," Energies, MDPI, vol. 7(2), pages 1-15, February.
- Lu, Liang & Wu, Haijun & Wu, Jianzhong, 2021. "A case study for the optimization of moment-matching in wind turbine blade fatigue tests with a resonant type exciting approach," Renewable Energy, Elsevier, vol. 174(C), pages 769-785.
- Cristofer Aguilar Jiménez & Geovanni Hernández Gálvez & José Rafael Dorrego Portela & Antonio Verde Añorve & Guillermo Ibáñez Duharte & Joel Pantoja Enríquez & Orlando Lastres Danguillecourt & Alberto, 2025. "Sustainable Analysis of Wind Turbine Blade Fatigue: Simplified Method for Dynamic Load Measurement and Life Estimation," Sustainability, MDPI, vol. 17(17), pages 1-30, August.
- Xin Cai & Jie Zhu & Pan Pan & Rongrong Gu, 2012. "Structural Optimization Design of Horizontal-Axis Wind Turbine Blades Using a Particle Swarm Optimization Algorithm and Finite Element Method," Energies, MDPI, vol. 5(11), pages 1-14, November.
- Chehouri, Adam & Younes, Rafic & Ilinca, Adrian & Perron, Jean, 2015. "Review of performance optimization techniques applied to wind turbines," Applied Energy, Elsevier, vol. 142(C), pages 361-388.
- Ma, Yuan-Zhuo & Wei, Jia & Liu, Wei-Dong & Zhi, Peng-Peng & Zhao, Zhen-Zhou & Xu, Chang & Li, Hong-Shuang, 2025. "Design optimization of composite wind turbine blade using complete constrained expected improvement-subset simulation optimization," Renewable Energy, Elsevier, vol. 249(C).
- Beganovic, Nejra & Söffker, Dirk, 2016. "Structural health management utilization for lifetime prognosis and advanced control strategy deployment of wind turbines: An overview and outlook concerning actual methods, tools, and obtained results," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 68-83.
- Liang Lu & Minyan Zhu & Haijun Wu & Jianzhong Wu, 2022. "A Review and Case Analysis on Biaxial Synchronous Loading Technology and Fast Moment-Matching Methods for Fatigue Tests of Wind Turbine Blades," Energies, MDPI, vol. 15(13), pages 1-34, July.
- N. Aravindhan & M. P. Natarajan & S. Ponnuvel & P.K. Devan, 2023. "Recent developments and issues of small-scale wind turbines in urban residential buildings- A review," Energy & Environment, , vol. 34(4), pages 1142-1169, June.
- Xiao Chen & Wei Zhao & Xiao Lu Zhao & Jian Zhong Xu, 2014. "Failure Test and Finite Element Simulation of a Large Wind Turbine Composite Blade under Static Loading," Energies, MDPI, vol. 7(4), pages 1-24, April.
- Li, Shoutu & Chen, Qin & Li, Ye & Pröbsting, Stefan & Yang, Congxin & Zheng, Xiaobo & Yang, Yannian & Zhu, Weijun & Shen, Wenzhong & Wu, Faming & Li, Deshun & Wang, Tongguang & Ke, Shitang, 2022. "Experimental investigation on noise characteristics of small scale vertical axis wind turbines in urban environments," Renewable Energy, Elsevier, vol. 200(C), pages 970-982.
- Rakib, M.I. & Evans, S.P. & Clausen, P.D., 2020. "Measured gust events in the urban environment, a comparison with the IEC standard," Renewable Energy, Elsevier, vol. 146(C), pages 1134-1142.
- Shen, Xin & Chen, Jin-Ge & Zhu, Xiao-Cheng & Liu, Peng-Yin & Du, Zhao-Hui, 2015. "Multi-objective optimization of wind turbine blades using lifting surface method," Energy, Elsevier, vol. 90(P1), pages 1111-1121.
- Le Quang Sang & Tinnapob Phengpom & Dinh Van Thin & Nguyen Huu Duc & Le Thi Thuy Hang & Cu Thi Thanh Huyen & Nguyen Thi Thu Huong & Quynh T. Tran, 2024. "A Method to Design an Efficient Airfoil for Small Wind Turbines in Low Wind Speed Conditions Using XFLR5 and CFD Simulations," Energies, MDPI, vol. 17(16), pages 1-19, August.
- Yang, Jinshui & Peng, Chaoyi & Xiao, Jiayu & Zeng, Jingcheng & Yuan, Yun, 2012. "Application of videometric technique to deformation measurement for large-scale composite wind turbine blade," Applied Energy, Elsevier, vol. 98(C), pages 292-300.
- Philipp R Thies & Lars Johanning & Kwaku Ampea Karikari-Boateng & Chong Ng & Paul McKeever, 2015. "Component reliability test approaches for marine renewable energy," Journal of Risk and Reliability, , vol. 229(5), pages 403-416, October.
- Rongyu Zha & Siyuan Wu & Chang Cai & Xiaohui Liu & Dian Wang & Chaoyi Peng & Xuebin Feng & Qiuhua Chen & Xiaohui Zhong & Qing’an Li, 2025. "A Review on Performance Calculation and Design Methodologies for Horizontal-Axis Wind Turbine Blades," Energies, MDPI, vol. 18(2), pages 1-23, January.
- Senthil Kumar Madasamy & Vijayanandh Raja & Hussein A Z AL-bonsrulah & Mohammed Al-Bahrani, 2022. "Design, development and multi-disciplinary investigations of aerodynamic, structural, energy and exergy factors on 1 kW horizontal-axis wind turbine [Composite materials for wind power turbine blades]," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 17, pages 1292-1318.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:336:y:2025:i:c:s0360544225041295. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/eee/energy/v336y2025ics0360544225041295.html