四轮滑动转向移栽机底盘路径跟踪控制方法研究OA
Path Tracking Control Method of Four-wheel Sliding Steering Transplanter Chassis Based on Pure Tracking Algorithm
针对现有移栽机底盘在路径跟踪过程中跟踪精度低、负载能力不足、田间易打滑等问题,以四轮滑动转向移栽机底盘(Skid-Steering Planter Chassis,SSPC)为试验平台,开展适用于SSPC的路径跟踪控制算法研究.通过构建SSPC的运动学模型,提出一种适用于SSPC的纯追踪算法,以横向偏差与航向偏差作为输入量,通过控制底盘驱动轮的速度实现移栽机底盘在巡垄过程中的偏差修正.此外,融合了纠偏速度系统与模糊控制器进一步优化纯追踪算法的跟踪精度,以横向偏差与航向偏差作为约束条件动态调整底盘速度与前视距离.通过仿真试验对算法精度进行评价,结果表明:相比于传统算法,该算法能将横向误差绝对值均值降低 46%~50%;对移栽底盘进行路径跟踪试验,3 种垄线模型场景下的横向误差均值均小于 0.05 m.最后,底盘在符合实际移栽作业要求的田垄上分别以 3 种初速度进行巡垄作业,底盘的横向偏差均值稳定在 0.04 m以内,验证了算法的有效性,表明底盘可满足移栽机巡垄作业的精度要求.
Aiming at the problems of low tracking accuracy,insufficient load capacity,and slippage in the field during the path tracking process of the existing transplanter chassis,the Skid-Steering Planter Chassis(SSPC)was used as the test platform to carry out the path tracking control algorithm suitable for SSPC.By constructing the kinematic model of SSPC,a pure tracking algorithm suitable for SSPC was proposed.The lateral deviation and heading deviation were used as in-puts,and the deviation correction of the transplanter chassis during the ridge patrol process was realized by controlling the speed of the chassis drive wheel.In addition,the correction speed system and the fuzzy controller were integrated to fur-ther optimize the tracking accuracy of the pure tracking algorithm,and the lateral deviation and heading deviation were used as constraints to dynamically adjust the chassis speed and forward-looking distance.The accuracy of the algorithm was evaluated through simulation experiments,and the results showed that compared with the traditional algorithm,the al-gorithm could reduce the mean absolute value of lateral error by 46%-50%.The path tracking test was carried out on the transplanting chassis,and the mean value of the lateral error in the three ridge line model scenarios was less than 0.05 m.Finally,the chassis was used to patrol the ridge at three initial speeds on the ridge that met the requirements of the actual transplanting operation.The average lateral deviation of the chassis was stable within 0.04 m,which verified the effectiveness of the algorithm,indicating that the chassis could meet the accuracy requirements of the transplanting ma-chine.
Wang Nanyan;Hu Jianping;Liu Wei;Chen Xinxin;Yao Mengjiao;Lyu Junping
School of Agricultural Engineering,Jiangsu University,Zhenjiang 212013,ChinaSchool of Agricultural Engineering,Jiangsu University,Zhenjiang 212013,ChinaSchool of Agricultural Engineering,Jiangsu University,Zhenjiang 212013,ChinaSchool of Agricultural Engineering,Jiangsu University,Zhenjiang 212013,ChinaSchool of Agricultural Engineering,Jiangsu University,Zhenjiang 212013,ChinaSchool of Agricultural Engineering,Jiangsu University,Zhenjiang 212013,China
农业科技
移栽机底盘路径跟踪纯追踪算法滑动转向模糊控制前视距离
planter chassispath trackingpure pursuit algorithmskid-steeringfuzzy controlforward looking distance
《农机化研究》 2026 (4)
275-283,9
上海市科技兴农项目(N20231004)
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