IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v224y2024ics0960148124003112.html
   My bibliography  Save this article

Research on the impact of system parameter combinations on flow-induced vibration power generation characteristics based on exploratory data analysis

Author

Listed:
  • Li, Weijie
  • Zhang, Dahai
  • Shi, Xiaofeng

Abstract

In this paper, an exploratory data analysis method is employed to investigate the impact of different system parameter combinations on the magnitude and stability of power of flow-induced vibration (FIV). Firstly, orthogonal experimental design within exploratory data analysis is used to set up numerical simulations of flow-induced vibration and collect data on FIV power generation characteristics. Then range method is used to select the optimal parameters combination for flow-induced vibration power generation, and the degree of influence of different system parameters on power and stability is quantitatively described by variance and entropy weight methods. Our results reveal that the optimal parameter combination for power corresponds to m* = 1.343, K = 1200 andζ = 0.08, and the optimal parameter combination for stability is m* = 1.343, K = 1200 andζ = 0.04. Additionally, the weight relationship of each system parameter affecting power and stability is WK > Wζ>Wm* and Wζ>Wm*>WK, respectively. These weight relationships allow for the effective adjustment of the parameter levels to quickly achieve the goal of optimizing power and stability. A new parameter Pvalue-stability is proposed to comprehensively evaluate power magnitude and power stability, and optimal parameter combinations in different vibration branches is achieved. This paper provides new ideas and guidance for the design of the FIV energy harvesting device.

Suggested Citation

  • Li, Weijie & Zhang, Dahai & Shi, Xiaofeng, 2024. "Research on the impact of system parameter combinations on flow-induced vibration power generation characteristics based on exploratory data analysis," Renewable Energy, Elsevier, vol. 224(C).
    • Handle: RePEc:eee:renene:v:224:y:2024:i:c:s0960148124003112
    DOI: 10.1016/j.renene.2024.120246
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148124003112
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2024.120246?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sun, Hai & Kim, Eun Soo & Nowakowski, Gary & Mauer, Erik & Bernitsas, Michael M., 2016. "Effect of mass-ratio, damping, and stiffness on optimal hydrokinetic energy conversion of a single, rough cylinder in flow induced motions," Renewable Energy, Elsevier, vol. 99(C), pages 936-959.
    2. Rostami, Ali Bakhshandeh & Armandei, Mohammadmehdi, 2017. "Renewable energy harvesting by vortex-induced motions: Review and benchmarking of technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 193-214.
    3. Sun, Weipeng & Zhao, Daoli & Tan, Ting & Yan, Zhimiao & Guo, Pengcheng & Luo, Xingqi, 2019. "Low velocity water flow energy harvesting using vortex induced vibration and galloping," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    4. Sun, Hai & Bernitsas, Marinos M. & Turkol, Mert, 2020. "Adaptive harnessing damping in hydrokinetic energy conversion by two rough tandem-cylinders using flow-induced vibrations," Renewable Energy, Elsevier, vol. 149(C), pages 828-860.
    5. Ding, Lin & Zhang, Li & Bernitsas, Michael M. & Chang, Che-Chun, 2016. "Numerical simulation and experimental validation for energy harvesting of single-cylinder VIVACE converter with passive turbulence control," Renewable Energy, Elsevier, vol. 85(C), pages 1246-1259.
    6. Yanfang Lv & Liping Sun & Michael M. Bernitsas & Mengjie Jiang & Hai Sun, 2021. "Modelling of a Flow-Induced Oscillation, Two-Cylinder, Hydrokinetic Energy Converter Based on Experimental Data," Energies, MDPI, vol. 14(4), pages 1-24, February.
    7. Lv, Yanfang & Sun, Liping & Bernitsas, Michael M. & Sun, Hai, 2021. "A comprehensive review of nonlinear oscillators in hydrokinetic energy harnessing using flow-induced vibrations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
    Full references (including those not matched with items on IDEAS)

    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.
    1. Rashki, M.R. & Hejazi, K. & Tamimi, V. & Zeinoddini, M. & Bagherpour, P. & Aalami Harandi, M.M., 2023. "Electromagnetic energy harvesting from 2DOF-VIV of circular oscillators: Impacts of soft marine fouling," Energy, Elsevier, vol. 282(C).
    2. Li, Ningyu & Park, Hongrae & Sun, Hai & Bernitsas, Michael M., 2022. "Hydrokinetic energy conversion using flow induced oscillations of single-cylinder with large passive turbulence control," Applied Energy, Elsevier, vol. 308(C).
    3. Park, Hongrae & Mentzelopoulos, Andreas P. & Bernitsas, Michael M., 2023. "Hydrokinetic energy harvesting from slow currents using flow-induced oscillations," Renewable Energy, Elsevier, vol. 214(C), pages 242-254.
    4. Tamimi, V. & Wu, J. & Esfehani, M.J. & Zeinoddini, M. & Naeeni, S.T.O., 2022. "Comparison of hydrokinetic energy harvesting performance of a fluttering hydrofoil against other Flow-Induced Vibration (FIV) mechanisms," Renewable Energy, Elsevier, vol. 186(C), pages 157-172.
    5. Lv, Yanfang & Sun, Liping & Bernitsas, Michael M. & Sun, Hai, 2021. "A comprehensive review of nonlinear oscillators in hydrokinetic energy harnessing using flow-induced vibrations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
    6. Tamimi, V. & Esfehani, M.J. & Zeinoddini, M. & Seif, M.S. & Poncet, S., 2023. "Hydroelastic response and electromagnetic energy harvesting of square oscillators: Effects of free and fixed square wakes," Energy, Elsevier, vol. 263(PE).
    7. Gu, Mengfan & Song, Baowei & Zhang, Baoshou & Mao, Zhaoyong & Tian, Wenlong, 2020. "The effects of submergence depth on Vortex-Induced Vibration (VIV) and energy harvesting of a circular cylinder," Renewable Energy, Elsevier, vol. 151(C), pages 931-945.
    8. Zhang, Baoshou & Mao, Zhaoyong & Song, Baowei & Ding, Wenjun & Tian, Wenlong, 2018. "Numerical investigation on effect of damping-ratio and mass-ratio on energy harnessing of a square cylinder in FIM," Energy, Elsevier, vol. 144(C), pages 218-231.
    9. Ying Wu & Zhi Cheng & Ryley McConkey & Fue-Sang Lien & Eugene Yee, 2022. "Modelling of Flow-Induced Vibration of Bluff Bodies: A Comprehensive Survey and Future Prospects," Energies, MDPI, vol. 15(22), pages 1-63, November.
    10. Yanfang Lv & Liping Sun & Michael M. Bernitsas & Mengjie Jiang & Hai Sun, 2021. "Modelling of a Flow-Induced Oscillation, Two-Cylinder, Hydrokinetic Energy Converter Based on Experimental Data," Energies, MDPI, vol. 14(4), pages 1-24, February.
    11. Zhang, Baoshou & Li, Boyang & Fu, Song & Mao, Zhaoyong & Ding, Wenjun, 2022. "Vortex-Induced Vibration (VIV) hydrokinetic energy harvesting based on nonlinear damping," Renewable Energy, Elsevier, vol. 195(C), pages 1050-1063.
    12. Wenlong Tian & Zhaoyong Mao & Fuliang Zhao, 2017. "Design and Numerical Simulations of a Flow Induced Vibration Energy Converter for Underwater Mooring Platforms," Energies, MDPI, vol. 10(9), pages 1-20, September.
    13. Rashki, M.R. & Hejazi, K. & Tamimi, V. & Zeinoddini, M. & Ashrafipour, H., 2024. "Impacts of hard marine growth on 2DoF VIV-based piezoelectric energy harvesting," Renewable Energy, Elsevier, vol. 231(C).
    14. Dahai Zhang & Lei Feng & Hao Yang & Tianjiao Li & Hai Sun, 2020. "Vortex-Induced Vibration Characteristics of a PTC Cylinder with a Free Surface Effect," Energies, MDPI, vol. 13(4), pages 1-19, February.
    15. Shao, Nan & Lian, Jijian & Liu, Fang & Yan, Xiang & Li, Peiyao, 2020. "Experimental investigation of flow induced motion and energy conversion for triangular prism," Energy, Elsevier, vol. 194(C).
    16. Zhu, Hongjun & Gao, Yue, 2018. "Hydrokinetic energy harvesting from flow-induced vibration of a circular cylinder with two symmetrical fin-shaped strips," Energy, Elsevier, vol. 165(PB), pages 1259-1281.
    17. Zhang, Baoshou & Wang, Keh-Han & Song, Baowei & Mao, Zhaoyong & Tian, Wenlong, 2018. "Numerical investigation on the effect of the cross-sectional aspect ratio of a rectangular cylinder in FIM on hydrokinetic energy conversion," Energy, Elsevier, vol. 165(PA), pages 949-964.
    18. Zhang, Baoshou & Mao, Zhaoyong & Wang, Liang & Fu, Song & Ding, Wenjun, 2021. "A novel V-shaped layout method for VIV hydrokinetic energy converters inspired by geese flying in a V-Formation," Energy, Elsevier, vol. 230(C).
    19. Lin Ding & Qunfeng Zou & Li Zhang & Haibo Wang, 2018. "Research on Flow-Induced Vibration and Energy Harvesting of Three Circular Cylinders with Roughness Strips in Tandem," Energies, MDPI, vol. 11(11), pages 1-17, November.
    20. Zhang, Baoshou & Li, Boyang & Li, Canpeng & Yu, Haidong & Wang, Dezheng & Shi, Renhe, 2023. "Effects of variable damping on hydrokinetic energy conversion of a cylinder using wake-induced vibration," Renewable Energy, Elsevier, vol. 213(C), pages 176-194.

    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:renene:v:224:y:2024:i:c:s0960148124003112. 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/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.