Affiliation:
1. College of Electrical and Mechanical Engineering, Hebei Agricultural University, 289 Lingyusi Street, Baoding 071000, China
2. Zhejiang Academic of Agricultural Machinery, 1158 Zhihe Rd., Jinhua 321017, China
Abstract
With the rapid development of precision agriculture technology worldwide, plant protection unmanned aerial vehicles (UAVs) have been widely applied in the prevention and control of agricultural pests and diseases due to their advantages such as unrestricted terrain, strong maneuverability, hover capability, and high operational efficiency. In view of the fact that most of the current path planning methods for plant protection UAVs are mainly applicable to large fields with relatively flat terrain, and there is a lack of three-dimensional path planning methods applicable to hilly orchards, as well as a lack of intuitive evaluation of the advantages and disadvantages of the paths by utilizing the amount of energy consumption, this paper proposes a three-dimensional (3D) path planning method for plant protection UAVs in hilly orchards. The method utilizes the three-dimensional (3D) coordinates of the operational area obtained from a realistic 3D model of the area, and determines the 3D operational path through the use of Boustrophedon Cellular Decomposition and the height variations of the operational area. Based on the induced power used by the plant protection UAV for flight and the power needed to overcome wind resistance, combined with the change of the load of the plant protection UAV and the supply situation, the relative energy consumption model of the plant protection UAV is constructed. Then, by optimizing the operational heading angle (1–180°), the 3D path with the minimum relative energy consumption is obtained. Through a simulation test, it is demonstrated that the path with the minimum relative energy consumption (operational heading angle of 133°) reduces the average relative energy consumption by 62.44% and 47.21% compared to the path with the maximum relative energy consumption (operational heading angle of 51°) and the average relative energy consumption, respectively. This proves the feasibility of the proposed path planning method in hilly orchard environments and provides a reference for the application of plant protection UAVs in such orchards.
Funder
earmarked fund for CARS
Construction and Application of Digital Plant Protection Platform for Peach Orchards in Hilly Mountainous Areas
Subject
Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Control and Systems Engineering
Reference25 articles.
1. Review on Technology and Equipment of Mechanization in Hilly Orchard;Zheng;Trans. Chin. Soc. Agric. Mach.,2020
2. Research progress of orchard plant protection mechanization technology and equipment in China;Zheng;Trans. Chin. Soc. Agric. Eng. (Trans. CSAE),2020
3. Effect of Orchard Sprayers on Dermal Exposure of Operators;Fan;J. Ecol. Rural Environ.,2020
4. Monwar, M., Semiari, O., and Saad, W. (2018, January 9–13). Optimized Path Planning for Inspection by Unmanned Aerial Vehicles Swarm with Energy Constraints. Proceedings of the 2018 IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, United Arab Emirates.
5. How beautiful is the future of Chinese agriculture—Interview with Academician Lan Yubin, Chief Scientist of National Joint International Research Center for Precision Agricultural Aerial Application Technology;Wen;Agric. Eng. Technol.,2021