Design of Multi-functional Agricultural Management Robot Based on Machine Vision
DOI: 10.23977/jaip.2025.080101 | Downloads: 20 | Views: 261
Author(s)
Ying Yan 1, Daming Wei 1, Xuanyu Yang 1, Xuemeng Tang 1
Affiliation(s)
1 School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin, Guangxi, 541004, China
Corresponding Author
Ying YanABSTRACT
In response to the relevant policies for agricultural development in China, our team has designed and produced a multifunctional agricultural management robot based on STM32, aiming to achieve intelligent farmland management. The robot adopts remote control mode, combined with modeling and automatic control system, integrating functions such as crop pest control, pesticide spraying, and fertilization. The overall structure of the robot includes a motion chassis, a pesticide spraying mechanism, and a remote control sensing module. Through precise cooperation, each module achieves an intelligent integrated process of pest control, pesticide spraying, and fertilization. In terms of specific design, the sports chassis is responsible for movement and positioning, the pesticide spraying mechanism can accurately control the spraying of drugs, the storage mechanism is used to store fertilizers and pesticides, and the remote control module provides real-time monitoring and operation functions. The experimental results show that the robot can effectively improve the efficiency of agricultural management, reduce labor costs, and provide reliable technical support for the development of modern agriculture.
KEYWORDS
Field Management, Robots, Visual RecognitionCITE THIS PAPER
Ying Yan, Daming Wei, Xuanyu Yang, Xuemeng Tang, Design of Multi-functional Agricultural Management Robot Based on Machine Vision. Journal of Artificial Intelligence Practice (2025) Vol. 8: 1-10. DOI: http://dx.doi.org/10.23977/jaip.2025.080101.
REFERENCES
[1] Cao Junjie. Comparison and Enlightenment of Several Modern Agricultural Development Models in Eastern China [J]. Modern Economic Discussion, 2009, (01): 59-63.
[2] Yan Quantao, Li Lixia, Qiu Quan, et al. Research Status and Development Trends of Small Mobile Agricultural Robots [J]. China Agricultural Machinery Chemistry Journal, 2019, 40(05): 178-186.
[3] Liang Blooming, Xie Jinye, Liu Binbin, et al. Analysis of application status of agricultural unmanned precision spray vehicle [J]. Shanxi Electronic Technology, 2022, (05): 10-11+24
[4] Li Xueying, Wang Bo, Zhang Boyuan, Zhang Zhaokuan, et al. Research on Agricultural Spraying Technology of Domestic Plant Protection Drones [J]. Smart Agriculture Guide. 2022,2 (11)
[5] S.M. S, H. M. Experimental comparison of locomotion system performance of ground mobile robots in agricultural drawbar works [J]. Smart Agricultural Technology, 2023, 3
[6] He Mingzhi. Development of Chassis and Motion Control System for Four Wheel Drive Robot [D]. Qilu University of Technology, 2024. 000461.
[7] Yuan J, Huang Z. Intelligent Agricultural Machinery and Robots: Embracing Technological Advancements for a Sustainable and Highly Efficient Agricultural Future [J]. Agriculture, 2024, 14(12):2150-2152.
[8] Zoubek T, Bumbálek R, Ufitikirezi M D D J, et al. Advancing precision agriculture with computer vision: A comparative study of YOLO models for weed and crop recognition [J].Crop Protection, 2025, 190, 107076-107079.
[9] Darbyshire M, Coutts S, Bosilj P, et al. Review of weed recognition: A global agriculture perspective[J].Computers and Electronics in Agriculture, 2024, 227(P1): 109497-109499.
[10] Han F, Guan X, Xu M. Method of intelligent agricultural pest image recognition based on machine vision algorithm[J]. Discover Applied Sciences, 2024, 6(10):536-539.
[11] M E D R, Abirami T, Dutta K A, et al. Deep learning-powered visual place recognition for enhanced mobile multimedia communication in autonomous transport systems[J]. Alexandria Engineering Journal, 2024, 109, 950-962.
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