IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v14y2024i8p1413-d1460336.html
   My bibliography  Save this article

Wind Vortex Target Control of a Plant Protection UAV Based on a Rice Wind Vortex–Flight Parameter Model

Author

Listed:
  • Hang Xing

    (College of Engineering, South China Agricultural University, Guangzhou 510642, China)

  • Zhijie Liu

    (College of Engineering, South China Agricultural University, Guangzhou 510642, China)

  • Taoran Huang

    (College of Engineering, South China Agricultural University, Guangzhou 510642, China)

  • Minyue Dong

    (College of Mathematics and Informatics, South China Agricultural University, Guangzhou 510642, China)

  • Jia Lv

    (College of Engineering, South China Agricultural University, Guangzhou 510642, China)

  • Feng Tang

    (School of Software Engineering, South China University of Technology, Guangzhou 510006, China)

Abstract

The strong airflow beneath a rotary drone generates a wind vortex within the rice canopy; precise control of the wind vortex distance and wind vortex area can improve pesticide utilization efficiency. This paper calculates the flight parameter curve based on the wind vortex target from the wind vortex target parameter control model of the four-rotor plant protection drone, designs a flight control system using a Cube Orange flight controller and a Jetson AGX Xavier onboard computer, and implements flight parameter control using both PID control and fuzzy control algorithms. Experimental results indicate that when using PID control and fuzzy control, the average deviation values of UAV flight altitude and speed are 0.08 m, 0.08 m/s, 0.06 m, and 0.08 m/s, respectively. When using PID control, the average distance and area errors of the target downwind and upwind are 0.17 m and 0.37 m 2 and 0.20 m and 0.46 m 2 , respectively. The corresponding values for fuzzy control are 0.12 m, 0.38 m 2 , 0.09 m, and 0.31 m 2 . In the twelve voyage experiments, the target parameter variance using fuzzy control was relatively smaller for eight voyages compared to PID control, which had a smaller variance for four voyages. On the whole, the effect of fuzzy control is superior. The wind vortex control method proposed in this paper can effectively enable precise pesticide spraying by drones. This has significant implications for reducing agricultural production costs and safeguarding the natural environment.

Suggested Citation

  • Hang Xing & Zhijie Liu & Taoran Huang & Minyue Dong & Jia Lv & Feng Tang, 2024. "Wind Vortex Target Control of a Plant Protection UAV Based on a Rice Wind Vortex–Flight Parameter Model," Agriculture, MDPI, vol. 14(8), pages 1-17, August.
  • Handle: RePEc:gam:jagris:v:14:y:2024:i:8:p:1413-:d:1460336
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/14/8/1413/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2077-0472/14/8/1413/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zhijie Liu & Gangao Fan & Siyan Ye & Zhixun Zhang & Han Wu & Bo Long & Huifen Li & Hui Cheng & Longmei Wu & Jiyu Li, 2023. "Flight Parameter—Wind Vortex Characteristic Control Model of a Four-Multirotor Unmanned Aerial Vehicle Operating in Pesticide Spraying of Rice," Agriculture, MDPI, vol. 13(4), pages 1-19, April.
    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.

      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:gam:jagris:v:14:y:2024:i:8:p:1413-:d:1460336. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

      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.