基于冠层信息的马铃薯喷雾机喷杆高度控制系统研究
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山东省农业重大应用技术创新项目(SD2019NJ010)


Spray Boom Height Control System of Potato Sprayer Based on Canopy Information
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    摘要:

    为解决喷杆式喷雾机在对马铃薯等茄科茄属作物进行喷施作业时喷杆相对作物冠层距离精确测量与控制问题,设计了一套马铃薯喷雾机喷杆高度控制系统。该系统采用二维激光雷达扫描田间马铃薯的植株冠层,根据种植模式对田间马铃薯植株进行冠层单元分割,通过融合姿态传感器的数据对雷达输出数据矫正,并基于中值滤波算法、移动最小二乘曲线拟合方法处理冠层点云数据,实时解算出喷杆相对冠层顶部的垂直距离信息,同时融合油缸位移传感器数据设计了双阈值喷杆高度调控策略,实现喷杆相对马铃薯冠层距离的精准调控。系统应用于3WP-1500型喷雾机,通过高度检测精度试验和高度调节试验测试了系统性能。试验结果表明,通过激光雷达检测作物冠层高度的最大相对误差为7.16%,平均相对误差为3.95%。高度调节试验表明,通过确定最优的调节阈值,可以有效降低喷杆高度调节误差,提高系统稳定性,测试高度调节标准偏差为21.81mm,平均相对误差为3.08%,系统运行平稳,满足喷杆相对冠层距离自动控制需求。

    Abstract:

    In order to solve the problem of accurate measurement and control of the distance of the spray rod relative to the crop canopy when spraying solanaceous crops such as potatoes, a set of spray rod height control system of the potato sprayer was designed. The system adopted 2d laser radar scanning field potato plant canopy, according to the potato planting pattern of crop canopy crown unit segmentation, through the fusion of attitude sensor data on radar output data correction, and based on the median filtering algorithm, moving the least squares curve fitting method processing crown point cloud data, real-time calculate the vertical distance of crown relative information, and the fusion cylinder displacement sensor designed double threshold spray rod height control strategy, realize the precise control of spray rod relative potato crown height. The system was applied to the 3WP-1500 sprayer,and the system performance was tested by height detection precision test and height adjustment test. The test results showed the maximum relative error of the crop canopy height detected by LiDAR was 7.16%, and the average relative error was 3.95%. The height adjustment test showed that by determining the optimal adjustment threshold, the spray bar height adjustment error can be effectively reduced, and the system stability can be improved, and the standard deviation of the test height adjustment was 21.81mm, and the average relative error was 3.08%, and the system ran smoothly to meet the automatic control needs of the relative canopy distance of the spray bar.

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王相友,曲军哲,许英超,李学强,肖正伟,王琳琳.基于冠层信息的马铃薯喷雾机喷杆高度控制系统研究[J].农业机械学报,2023,54(9):198-207. WANG Xiangyou, QU Junzhe, XU Yingchao, LI Xueqiang, XIAO Zhengwei, WANG Linlin. Spray Boom Height Control System of Potato Sprayer Based on Canopy Information[J]. Transactions of the Chinese Society for Agricultural Machinery,2023,54(9):198-207.

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  • 收稿日期:2023-05-27
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  • 在线发布日期: 2023-09-10
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