基于 KF-LQR的拖拉机 HMCVT 换段最优控制研究OA
Optimal Control of Tractor HMCVT Shift Process Based on KF-LQR
为减小液压机械传动换段过程中的扰动并进一步提升液压机械传动换段品质,提出了一种基于卡尔曼滤波(Kal-man Filter)的液压机械无级变速器(HMCVT)换段线型二次型(Linear Quadratic Regulator)优化控制的综合控制策略KF-LQR.首先,以提出的等比两段式液压机械传动系统为研究对象,通过分析传动机理和转速特性,揭示换段离合器主、从动盘实际转速变化规律,并探讨换段波动产生的原因.其次,将换段品质评价指标作为代价函数,为进一步减小换段过程扰动,以离合器油压为控制变量,设计基于卡尔曼滤波的HMCVT换段LQR优化控制系统.最后,借助AMEsim-MATLAB/Simulink在线联合仿真平台完成对物理模型和控制模型的验证,结果表明:KF-LQR控制相较LQR控制和无控制换段过程最大冲击度分别降低 54.2%和 72.1%,滑摩功分别减少 24.0%和 47.2%,换段时间提前 0.21 s,输出转速峰值分别降低39.4%和 55.2%,基于抗干扰KF-LQR的HMCVT换段优化控制策略可有效过滤换段干扰并改善拖拉机的换段品质.
To minimize disturbances during the shifting process of hydraulic mechanical transmission and to further en-hance the quality of this process,proposed a comprehensive control strategy(KF-LQR)for the shifting process of HM-CVT,based on the Kalman filter and optimized by Linear Quadratic Regulator(LQR).Firstly,focused on the proposed geometric two-stage hydraulic mechanical transmission system.By analyzing the transmission mechanism and rotational speed characteristics,it elucidated the actual variations in the speeds of the master and slave disc of the shifting clutch during the shift process and explored the reasons for the fluctuation of the shift process.Furthermore,the quality assess-ment metrics for the shift process are employed as the cost function.The clutch hydraulic pressure was designated as the control variable to further reduce disturbances during the shift process,leading to the design of the LQR control method for the shifting process of HMCVT based on the Kalman Filter.Finally,the validation of the physical model and control model was completed with the help of the AMEsim-MATLAB/Simulink online co-simulation platform.The results indi-cated that the KF-LQR control significantly reduced the maximum impact during the transition process by 54.2%com-pared to LQR control and 72.1%compared to no control.Additionally,the slip loss decreased by 24.0%and 47.2%,respectively,and the shift time was reduced by 0.21 s.The peak output rotational speed also dropped by 39.4%and 55.2%,respectively.Thus,the optimization control for HMCVT shifting based on anti-disturbance KF-LQR effectively filters out the shifting disturbances and improves the shifting quality.
李文硕;李妍颖;徐立友;赵腾龙;刘孟楠
河南科技大学 车辆与交通工程学院,河南 洛阳 471003河南科技大学 车辆与交通工程学院,河南 洛阳 471003河南科技大学 车辆与交通工程学院,河南 洛阳 471003河南科技大学 车辆与交通工程学院,河南 洛阳 471003河南科技大学 车辆与交通工程学院,河南 洛阳 471003
农业科技
液压机械无级变速器换段品质换段扰动卡尔曼滤波器二次型控制AMEsim-MATLAB/Simulink联合仿真
hydraulic-mechanicalcontinuously variable transmissionshifting qualityshift disturbanceKalman filterlinear quadratic regulatorAMEsim-MATLAB/Simulink co-simulation
《农机化研究》 2026 (5)
256-264,9
国家重点研发计划项目(2022YFD2001200)国家农业重大专项子课题(NK202216010401)河南省重大科技专项(221100110800)国机集团青年基金重点项目(QNJJ-ZD-2022-03)
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