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基于改进滑模-自抗扰的高速列车速度跟踪控制OA

Speed tracking control of high-speed trains based on improved sliding mode active disturbance rejection control

中文摘要英文摘要

针对高速列车自动驾驶过程中,传统控制方法在目标运行速度跟踪环节存在的精度较低、误差波动较大、抗干扰性能薄弱等问题,提出一种基于改进滑模-自抗扰控制(Improved Sliding Mode Active Disturbance Rejection Control,ISM-ADRC)的新型速度控制算法.首先,建立高速列车单质点模型,并采用新型非线性函数来代替传统的fal函数设计扩张状态观测器,以减小其在原点附近不平滑引起的抖振;然后,引入饱和函数设计自适应变速趋近律,将其与非奇异快速终端滑模面相结合得到滑模控制律,以削弱因滑模控制固有的不连续开关特性引起的抖振,并通过 Ly-apunov稳定性理论证明控制系统的稳定性;最后,根据CR400BF型动车组参数,分别在无扰动和有扰动的情况下对控制系统进行仿真验证.仿真结果表明:无论是否有外部扰动存在,高速列车的速度跟踪误差均位于−0.1~0.2 km/h范围;与传统的比例-积分-微分(Proportional Integral Deriva-tive,PID)控制、非奇异快速终端滑模控制(Non-Singular Fast Terminal Sliding Mode Control,NFTSMC)以及滑模-线性自抗扰控制(Sliding Mode Linear Active Disturbance Rejection Control,SM-LADRC)相比,所提算法的抗干扰能力强、跟踪精度高,稳态时的速度跟踪误差相比其他3种方法分别降低了95%、89%和49%,验证了所提方法的有效性和可行性.

To address the low tracking accuracy,large error fluctuations,and limited disturbance rejec-tion capability of conventional control methods during target-speed tracking in the automatic operation of high-speed trains,a novel speed control algorithm based on Improved Sliding Mode Active Distur-bance Rejection Control(ISM-ADRC)is proposed.First,a single-point-mass model of a high-speed train is established.A novel nonlinear function is then introduced to replace the conventional fal func-tion in the design of the extended state observer,thereby mitigating the chattering caused by the nons-mooth behavior of the fal function near the origin.Second,a saturation function is incorporated into an adaptive variable-speed reaching law,which is combined with a nonsingular fast terminal sliding mode sur-face to derive the sliding mode control law.This approach suppresses the chattering caused by the inherent discontinuous switching characteristics of sliding mode control.The stability of the control system is subse-quently demonstrated using Lyapunov stability theory.Finally,simulations are conducted under both disturbance-free and disturbed conditions using the parameters of a CR400BF electric multiple unit.The simulation results show that the speed-tracking error of high-speed train remains within the range of −0.1 to 0.2 km/h,regardless of the presence of external disturbances.Compared with the traditional Propor-tional Integral Derivative(PID)control,Non-Singular Fast Terminal Sliding Mode Control(NFTSMC)and Sliding Mode Linear Active Disturbance Rejection Control(SM-LADRC),the proposed algorithm ex-hibits superior disturbance rejection capability and higher tracking accuracy.Its steady-state speed-tracking error is reduced by 95%,89%,and 49%,respectively,relative to the three comparative methods,dem-onstrating the effectiveness and feasibility of the proposed approach.

王新屏;张帅东;陈梦华

大连交通大学 电气工程学院,辽宁 大连 116028大连交通大学 电气工程学院,辽宁 大连 116028大连交通大学 电气工程学院,辽宁 大连 116028

交通工程

高速列车单质点模型滑模控制自抗扰控制速度跟踪控制

high-speed trainsingle-point-mass modelsliding mode controlactive disturbance rejec-tion controlspeed tracking control

《北京交通大学学报》 2026 (4)

23-32,10

国家自然科学基金(62103074)辽宁省教育厅科学研究项目(LJ212410150055)辽宁省博士科研启动基金(2022-BS-257)National Natural Science Foundation of China(62103074)Scientific Research Project of Liaoning Provincial Department of Education(LJ212410150055)Liaoning Provincial Doctoral Research Startup Fund(2022-BS-257)

10.11860/j.issn.1673-0291.20250134

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