Guo Jianpeng, Lu Zemin, Cui Bingbo, Xie Yuanzhen
Key Laboratory of Modern Agricultural Equipment and Technology, Jiangsu University, Ministry of Education, Zhenjiang 212013, China.
School of Agriculture Engineering, Jiangsu University, Zhenjiang 212013, China.
Sensors (Basel). 2025 Feb 21;25(5):1319. doi: 10.3390/s25051319.
When the orchard operation platform is in use within the orchard, issues of tilting and overturning can arise due to uneven ground, necessitating instant leveling. In this study, the orchard operation platform is simplified into a four-point leveling mechanism, and an adaptive leveling system based on an inertial measurement unit (IMU) is designed. The relationship between coordinate transformation is utilized to derive the platform tilt angle and the position error relationship of the electric actuator, allowing for the analysis of the angle adjustment factors of the leveling mechanism. Through co-simulation using MATLAB and ADAMS, fuzzy control is implemented in addition to PID control, resulting in improved performance. A prototype model of the orchard operation platform is produced and tested, with the platform's attitude angle remaining stable within a range of ±1.5°. The average leveling time is found to be within 3.6 s. The mean values of dynamic leveling inclination under PID and fuzzy PID control are 2.6° and 1.6°, respectively, with corresponding standard deviations of 1.4° and 0.8°. It conforms to the development trend of agricultural machinery electrification and intelligence and provides a reference basis for manufacturers.
果园作业平台在果园内使用时,由于地面不平会出现倾斜和翻倒问题,需要即时找平。本研究将果园作业平台简化为四点找平机构,设计了一种基于惯性测量单元(IMU)的自适应找平系统。利用坐标变换关系推导平台倾斜角度与电动执行器位置误差关系,从而分析找平机构的角度调整因素。通过MATLAB和ADAMS联合仿真,除了PID控制外还实施了模糊控制,性能得到改善。制作并测试了果园作业平台的原型模型,平台姿态角在±1.5°范围内保持稳定。找平平均时间在3.6 s以内。PID控制和模糊PID控制下动态找平倾斜度的平均值分别为2.6°和1.6°,相应标准差分别为1.4°和0.8°。它符合农业机械电气化和智能化的发展趋势,为制造商提供了参考依据。