Variable-rate control system for UAV-based granular fertilizer spreader

被引:38
作者
Song, Cancan [1 ,2 ,3 ]
Zhou, Zhiyan [1 ,2 ,3 ]
Zang, Ying [1 ,3 ]
Zhao, Lingli [1 ,2 ,3 ]
Yang, Wenwu [1 ,3 ]
Luo, Xiwen [1 ,3 ]
Jiang, Rui [1 ,2 ,3 ]
Ming, Rui [1 ,2 ,3 ]
Zang, Yu [1 ,2 ,3 ]
Zi, Le [1 ,2 ,3 ]
Zhu, Qiuyang [4 ]
机构
[1] South China Agr Univ, Coll Engn, Guangdong Engn Res Ctr Agr Aviat Applicat ERCAAA, Guangzhou 510642, Peoples R China
[2] Natl Ctr Int Collaborat Res Precis Agr Aviat Pest, Guangzhou 510642, Peoples R China
[3] South China Agr Univ, Minist Educ, Key Lab Key Technol Agr Machine & Equipment, Guangzhou 510642, Peoples R China
[4] Shenzhen Xiangnong Innovat Technol Co Ltd, Shenzhen 518000, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Precision agriculture; UAV; Granular fertilizer spreader; Variable-rate fertilizer control system; Prescription map; PERFORMANCE ASSESSMENT; DESIGN; APPLICATOR;
D O I
10.1016/j.compag.2020.105832
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Variable-rate technology (VRT) is necessary for the site-specific application of fertilizer. VRT can be used not only to minimize the amount of fertilizer used and fertilizer pollution but also to improve work efficiency and reduce the cost of production. However, the utilization of technology has been limited to the existing ground machines, and studies on UAV-based variable-rate fertilization have rarely been reported. This paper proposed a variable-rate fertilizer control system (VRFCS) for a UAV-based granular fertilizer spreader (GFS) based on a prescription map. The VRFCS mainly consisted of a flight controller and spread controller. The control software was designed to realize variable-rate fertilization by modulating the metering apparatus with a fluted roller according to the real-time coordinates of the GFS. Laboratory and field experiments were carried out to evaluate the response characteristics and fertilization accuracy of the control system. The results as expected showed a specific relationship between the target discharge rate and rotational speed of the fluted roller motor, that is almost linear for the operational range. The control system could respond rapidly (in 0.1 s) and accurately to changes in the target discharge rates, whether in a fixed-rate or a variable-rate pattern. The error in the discharge rate between the average actual values and the target values in the fixed-rate pattern was 6.05%. During the accuracy test of the variable-rate pattern, the errors in rotational speed and the actual application amount were approximately 4.50% and 6.64%, respectively. The field experiment based on the prescription map showed an error of less than 6.07% and a high efficiency (average of 0.72 ha/h). This study demonstrated the possibility and adaptability of variable-rate fertilization by UAV-based GFSs using the developed control system.
引用
收藏
页数:13
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