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丘陵山地拖拉机驱动防滑控制研究OA

Research on drive anti-slip control for hilly and mountainous tractors

中文摘要英文摘要

针对丘陵山区地形陡峭、路面附着差导致四轮驱动拖拉机驱动轮严重打滑的问题,提出一种以最优滑转率为控制目标,通过驱动力调节来抑制车轮过度滑转的驱动防滑控制策略.在建立整车动力学模型的基础上,引入轮胎-土壤动力学模型与标准牵引性能预测方法,构建牵引附着系数随滑转率变化的特性关系,并由该特性确定作业工况下的最优滑转率,用于驱动防滑控制的参考值,构建增量式 PID 驱动防滑控制器,并利用粒子群优化(Particle Swarm Optimization,PSO)算法对控制器参数进行优化调整,以应对附着系数突变、左右轮附着差异等工况变化.在MATLAB/Simulink 环境中完成动力学模型搭建,并进行仿真验证.结果表明:所设计的控制策略可有效抑制驱动轮过度滑转,使滑转率稳定在最优区间,并在对接软土工况下改善车辆加速能力,从而提升低附着复杂路况下拖拉机的牵引性能与行驶稳定性.

To address the severe driving-wheel slip of four-wheel-drive tractors operating in hilly and mountainous terrain characterized by steep slopes and low road adhesion,an anti-slip driving control strategy was proposed.The strategy took the optimal slip ratio as the control target and suppressed excessive wheel slip through tractive-force modulation.Based on a full-vehicle dynamic model,a tire-soil dynamic model and a standard traction-performance prediction method were introduced to establish the relationship between the traction coefficient and slip ratio.The optimal slip ratio under operating conditions was then determined from this characteristic and used as the reference for anti-slip control.An incremental PID anti-slip controller was developed,and its parameters were optimized using the Particle Swarm Optimization(PSO)algorithm to cope with variations in operating conditions such as abrupt changes in adhesion and left-right wheel adhesion differences.The dynamic model was implemented in the MATLAB/Simulink environment and validated through simulations.The results showed that the proposed strategy effectively suppressed excessive driving-wheel slip,maintained the slip ratio within the optimal range,and improved vehicle acceleration performance during the transition to soft-soil conditions,thereby enhancing traction performance and driving stability under complex low-adhesion terrains.

胡家乐;邱绪云;焦伟;宋裕民;高琦;李维华

山东交通学院,山东 济南 250357山东交通学院,山东 济南 250357山东省农业机械科学研究院,山东 济南 250103山东交通学院,山东 济南 250357山东交通学院,山东 济南 250357山东省农业机械科学研究院,山东 济南 250103

农业科技

丘陵山地拖拉机驱动防滑最优滑转率PSO-PID控制

hilly and mountainous tractordrive anti-slip controloptimal slip ratioPSO-PID control

《农业装备与车辆工程》 2026 (4)

41-50,10

山东省重点研发计划"智能生姜复式播种机与联合收获机研发及产业化"(2024CXGC010904)

10.3969/j.issn.1673-3142.2026.04.007

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