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An Energy Efficient Control Strategy for Electric Vehicle Driven by In-Wheel-Motors Based on Discrete Adaptive Sliding Mode Control 被引量:1
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作者 Han Zhang Changzhi Zhou +1 位作者 Chunyan Wang Wanzhong Zhao 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2023年第2期302-313,共12页
This paper presents an energy-efficient control strategy for electric vehicles(EVs)driven by in-wheel-motors(IWMs)based on discrete adaptive sliding mode control(DASMC).The nonlinear vehicle model,tire model and IWM m... This paper presents an energy-efficient control strategy for electric vehicles(EVs)driven by in-wheel-motors(IWMs)based on discrete adaptive sliding mode control(DASMC).The nonlinear vehicle model,tire model and IWM model are established at first to represent the operation mechanism of the whole system.Based on the modeling,two virtual control variables are used to represent the longitudinal and yaw control efforts to coordinate the vehicle motion control.Then DASMC method is applied to calculate the required total driving torque and yaw moment,which can improve the tracking performance as well as the system robustness.According to the vehicle nonlinear model,the additional yaw moment can be expressed as a function of longitudinal and lateral tire forces.For further control scheme development,a tire force estimator using an unscented Kalman filter is designed to estimate real-time tire forces.On these bases,energy efficient torque allocation method is developed to distribute the total driving torque and differential torque to each IWM,considering the motor energy consumption,the tire slip energy consumption,and the brake energy~?recovery.Simulation results of the proposed control strategy using the co-platform of Matlab/Simulink and CarSim way. 展开更多
关键词 Electric vehicle Energy optimization Motion control discrete adaptive sliding mode control
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A novel reaching law approach of quasi-sliding-mode control for uncertain discrete-time systems 被引量:4
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作者 袁雷 沈建清 +1 位作者 肖飞 王恒利 《Journal of Central South University》 SCIE EI CAS 2012年第9期2514-2519,共6页
A novel discrete-time reaching law was proposed for uncertain discrete-time system,which contained process noise and measurement noise.The proposed method reserves all the advantages of discrete-time reaching law,whic... A novel discrete-time reaching law was proposed for uncertain discrete-time system,which contained process noise and measurement noise.The proposed method reserves all the advantages of discrete-time reaching law,which not only decreases the band width of sliding mode and strengthens the system robustness,but also improves the dynamic performance and stability capability of the system.Moreover,a discrete-time sliding mode control strategy based on Kalman filter method was designed,and Kalman filter was employed to eliminate the influence of system noise.Simulation results show that there is no chattering phenomenon in the output of controller and the state variables of controlled system,and the proposed algorithm is also feasible and has strong robustness to external disturbances. 展开更多
关键词 不确定离散时间系统 趋近律方法 准滑模控制 卡尔曼滤波方法 卡尔曼滤波器 测量噪声 过程噪声 频带宽度
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Variable structure control with sliding mode prediction for discrete-time nonlinear systems 被引量:4
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作者 Lingfei XIAO Hongye SU Xiaoyu ZHANG Jian CHU 《控制理论与应用(英文版)》 EI 2006年第2期140-146,共7页
A new variable structure control algorithm based on sliding mode prediction for a class of discrete-time nonlinear systems is presented. By employing a special model to predict future sliding mode value, and combining... A new variable structure control algorithm based on sliding mode prediction for a class of discrete-time nonlinear systems is presented. By employing a special model to predict future sliding mode value, and combining feedback correction and receding horizon optimization methods which are extensively applied on predictive control strategy, a discrete-time variable structure control law is constructed. The closed-loop systems are proved to have robustness to uncertainties with unspecified boundaries. Numerical simulation and pendulum experiment results illustrate that the closed-loop systems possess desired performance, such as strong robustness, fast convergence and chattering elimination. 展开更多
关键词 Variable structure control sliding mode prediction discrete-time nonlinear system Pendulum experiment
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Robust Sliding Mode Control for Nonlinear Discrete-Time Delayed Systems Based on Neural Network 被引量:4
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作者 Vishal Goyal Vinay Kumar Deolia Tripti Nath Sharma 《Intelligent Control and Automation》 2015年第1期75-83,共9页
This paper presents a robust sliding mode controller for a class of unknown nonlinear discrete-time systems in the presence of fixed time delay. A neural-network approximation and the Lyapunov-Krasovskii functional th... This paper presents a robust sliding mode controller for a class of unknown nonlinear discrete-time systems in the presence of fixed time delay. A neural-network approximation and the Lyapunov-Krasovskii functional theory into the sliding-mode technique is used and a neural-network based sliding mode control scheme is proposed. Because of the novality of Chebyshev Neural Networks (CNNs), that it requires much less computation time as compare to multi layer neural network (MLNN), is preferred to approximate the unknown system functions. By means of linear matrix inequalities, a sufficient condition is derived to ensure the asymptotic stability such that the sliding mode dynamics is restricted to the defined sliding surface. The proposed sliding mode control technique guarantees the system state trajectory to the designed sliding surface. Finally, simulation results illustrate the main characteristics and performance of the proposed approach. 展开更多
关键词 discrete-TIME NONLINEAR Systems LYAPUNOV-KRASOVSKII Functional Linear Matrix Inequality (LMI) sliding mode control (SMC) CHEBYSHEV Neural Networks (CNNs)
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Design of fuzzy sliding mode controller for SISO discrete-time systems
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作者 YangMI YuanweiJING 《控制理论与应用(英文版)》 EI 2004年第3期253-258,共6页
According to a class of nonlinear SISO discrete systems, the fiizzy sliding mode control problem is considered. Based on Takagi-Sugeno fuzzy model method, a fuzzy model is designed to describe the local dynamic perfor... According to a class of nonlinear SISO discrete systems, the fiizzy sliding mode control problem is considered. Based on Takagi-Sugeno fuzzy model method, a fuzzy model is designed to describe the local dynamic performance of the given nonlinear systems. By using the sliding mode control approach, the global controller is constructed by integrating all the local state controllers and the global supervisory sliding mode controller. The tracking problem can be easily dealt with by taking advantage of the combined controller,and the robustness performance is improved finally. A simulation example is given to show the effectiveness and feasibility of the method proposed. 展开更多
关键词 Fuzzy sliding mode controller Nonlinear discrete systems Takagi-Sugeno model
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Robust sliding mode control for uncertain discrete time systems
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作者 瞿少成 《Journal of Chongqing University》 CAS 2003年第2期51-54,共4页
A novel variable structure control (VSC) strategy with a dynamic disturbance compensator based on the reaching law for a class of uncertain discrete systems is presented. The robust stability to disturbance and the sy... A novel variable structure control (VSC) strategy with a dynamic disturbance compensator based on the reaching law for a class of uncertain discrete systems is presented. The robust stability to disturbance and the system dynamics in the vicinity of the switching plane are studied. A measure of the uncertain parameters and external disturbance is obtained through delaying every sampling time. Theoretical analysis and experimental simulation results demonstrate that the dynamic performance and robustness of the closed-loop system are improved effectively. 展开更多
关键词 闭合循环系统 离散时间系统 耐用性 光滑模控制
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Discrete Sliding Mode Control of an Input-output System with Stochastic Disturbance
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作者 CAI Su-fen ZHANG Zhi-ping YIN Zeng-gang 《Chinese Quarterly Journal of Mathematics》 CSCD 北大核心 2006年第3期423-433,共11页
这份报纸论述输入产量的分离适应滑动模式控制非最小的阶段系统面对随机的骚乱。非最小的阶段系统能被一个操作员转变成一个最小的阶段系统。根据最小的阶段系统,控制器和我们设计了的适应算法保证系统的稳定性并且认为从滑动表面的吝... 这份报纸论述输入产量的分离适应滑动模式控制非最小的阶段系统面对随机的骚乱。非最小的阶段系统能被一个操作员转变成一个最小的阶段系统。根据最小的阶段系统,控制器和我们设计了的适应算法保证系统的稳定性并且认为从滑动表面的吝啬平方的偏差被最小化。 展开更多
关键词 输入-输出系统 均值平方方差 离散适应滑动控制 非极小相系统
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Simulation research of discrete sliding mode control for active power filter
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作者 WANG Yu-feng SUN Bao YANG Zhen LI Jian 《Journal of Coal Science & Engineering(China)》 2011年第4期461-463,共3页
关键词 三相有源电力滤波器 离散滑模控制 控制仿真 电力系统谐波 MATLAB仿真 高功率因数 仿真波形 谐波电流
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An Output Tracking Integrated Discrete PID-based Sliding Mode Control on SISO Systems
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作者 Yu Cao Xiongbiao Chen 《Journal of Mechanics Engineering and Automation》 2015年第3期143-152,共10页
关键词 SISO系统 滑模控制 输出跟踪 离散 集成 状态跟踪 SMC 应用程序
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Approximation law for discrete-time variable structure control systems 被引量:6
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作者 Yan ZHENG Yuanwei JING 《控制理论与应用(英文版)》 EI 2006年第3期291-296,共6页
Two approximation laws of sliding mode for discrete-time variable structure control systems are proposed to overcome the limitations of the exponential approximation law and the variable rate approximation law. By app... Two approximation laws of sliding mode for discrete-time variable structure control systems are proposed to overcome the limitations of the exponential approximation law and the variable rate approximation law. By applying the proposed approximation laws of sliding mode to discrete-time variable structure control systems, the stability of origin can be guaranteed, and the chattering along the switching surface caused by discrete-time variable structure control can be restrained effectively. In designing of approximation laws, the problem that the system control input is restricted is also considered, which is very important in practical systems. Finally a simulation example shows the effectiveness of the two approximation laws proposed. 展开更多
关键词 discrete-time systems Approximation law Variable structure control (VSC) Quasi-sliding mode CHATTERING
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Fractional delay compensated discrete-time SMC for networked control system 被引量:1
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作者 D.H. Shah A.J. Mehta 《Digital Communications and Networks》 SCIE 2017年第2期112-117,共6页
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DISCRETE VARIABLE STRUCTURE CONTROL OF LINEAR TIME-INVARIANT SYSTEMS WITH TIME DELAY
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作者 CAI Guo-ping(蔡国平) +1 位作者 HUANG Jin-zhi(黄金枝) 《Journal of Shanghai Jiaotong university(Science)》 EI 2002年第1期84-88,99,共6页
A discrete variable structure control(DVSC) method for the linear time invariant systems with time delay was presented. The continuous time delay systems are first transformed into the standard discrete form which con... A discrete variable structure control(DVSC) method for the linear time invariant systems with time delay was presented. The continuous time delay systems are first transformed into the standard discrete form which contains no time delay by augmenting the state variables. Then the switching surface is determined by using the ideal quasi sliding mode. As it is difficult for the state trajectory to reach the switching surface exactly, the reaching condition in the form of approach law is used to design the controller. The deduced switching surface and controller contain not only the current step of state feedback but also some former steps of controls. Stability analysis with and without time delay information is also investigated in this paper. Numerical simulation was carried out to demonstrate the effectiveness and feasibility of the presented control method. 展开更多
关键词 discrete variable structure control(DVSC) time DELAY quasi-sliding-mode SWITCHING surface approach-law REACHING CONDITION
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基于干扰观测器的升力式飞行器改进离散滑模控制研究
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作者 陈升泽 张旋 +1 位作者 袁建平 郑子轩 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2024年第2期233-243,共11页
升力式飞行器具有飞行空域宽、速度变化范围大、机动性强等特点,是近年来国内外的研究热点。本文针对升力式飞行器模型大不确定及外界干扰强带来的控制难题,提出了一种基于干扰观测器的改进离散滑模变结构控制方法。首先,建立了俯仰通... 升力式飞行器具有飞行空域宽、速度变化范围大、机动性强等特点,是近年来国内外的研究热点。本文针对升力式飞行器模型大不确定及外界干扰强带来的控制难题,提出了一种基于干扰观测器的改进离散滑模变结构控制方法。首先,建立了俯仰通道的离散控制模型。其次,设计了一种基于干扰估计的改进离散滑模变结构控制律,并证明了其稳定性。再次,分析了参数选择对控制系统的影响,验证了控制律的有效性。最后,与传统的离散滑模变结构控制方法进行了比较。仿真结果表明,与传统的离散滑模控制方法相比,本文提出的控制律控制精度更高、鲁棒性更强、滑模面收敛速度更快及抖振更小,可有效提高升力式飞行器的飞行品质,实现复杂任务的稳定控制。 展开更多
关键词 升力式飞行器 干扰观测器 离散滑模控制 鲁棒控制 抖振
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全超导托卡马克核聚变发电装置快控电源的干扰抑制离散积分滑模电流控制
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作者 黄海宏 陈昭 王海欣 《电工技术学报》 EI CSCD 北大核心 2024年第10期3141-3151,共11页
全超导托卡马克核聚变发电装置(EAST)快控电源的首要性能指标是快速跟踪参考信号,以输出电流实现负载线圈的励磁,对等离子体的垂直位移进行反馈控制。EAST快控电源负载线圈受装置内部部件和真空内等离子体的影响,线圈感值会出现小范围... 全超导托卡马克核聚变发电装置(EAST)快控电源的首要性能指标是快速跟踪参考信号,以输出电流实现负载线圈的励磁,对等离子体的垂直位移进行反馈控制。EAST快控电源负载线圈受装置内部部件和真空内等离子体的影响,线圈感值会出现小范围内慢时变波动以及线圈上存在互感电动势干扰,传统比例-积分(PI)控制方法在电流跟踪控制过程中存在不足。为了实现干扰的抑制和应对负载波动,提出一种带干扰抑制的离散积分滑模控制方法,根据系统状态方程设计离散积分滑模控制器,结合滑模干扰观测器实现集总干扰的观测,对集总干扰进行前馈补偿控制。为了抑制抖振和加快收敛速度,设计一种新型平滑饱和函数和增益自适应观测器,根据观测电流误差和跟踪电流误差自适应调整观测器增益。对比传统PI控制,仿真和实验验证了所提控制方法具有更加优良的电流跟踪特性,在输出电流超调更小的情况下动态响应更快,能够有效地抑制负载侧扰动,具有良好的鲁棒性。 展开更多
关键词 EAST快控电源 离散积分 滑模控制 滑模干扰 观测器前馈补偿
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Second-order terminal sliding mode control for hypersonic vehicle in cruising flight with sliding mode disturbance observer 被引量:22
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作者 Ruimin ZHANG Changyin SUN +1 位作者 Jingmei ZHANG Yingjiang ZHOU 《控制理论与应用(英文版)》 EI CSCD 2013年第2期299-305,共7页
This paper focuses on the design of nonlinear robust controller and disturbance observer for the longitudinal dynamics of a hypersonic vehicle (HSV) in the presence of parameter uncertainties and external disturbanc... This paper focuses on the design of nonlinear robust controller and disturbance observer for the longitudinal dynamics of a hypersonic vehicle (HSV) in the presence of parameter uncertainties and external disturbances. First, by combining terminal sliding mode control (TSMC) and second-order sliding mode control (SOSMC) approach, the second- order terminal sliding control (2TSMC) is proposed for the velocity and altitude tracking control of the HSV. The 2TSMC possesses the merits of both TSMC and SOSMC, which can provide fast convergence, continuous control law and high- tracking precision. Then, in order to increase the robustness of the control system and improve the control performance, the sliding mode disturbance observer (SMDO) is presented. The closed-loop stability is analyzed using the Lyapunov technique. Finally, simulation results illustrate the effectiveness of the proposed method, as well as the improved overall performance over the conventional sliding mode control (SMC). 展开更多
关键词 Hypersomc vehicle second-order sliding mode control lerrmnai sliding mode control sliding modedisturbance observer
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A New Sliding Function for Discrete Predictive Sliding Mode Control of Time Delay Systems 被引量:9
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作者 Abdennebi Nizar Ben Mansour Houda Nouri Ahmed Said 《International Journal of Automation and computing》 EI CSCD 2013年第4期288-295,共8页
The control of time delay systems is still an open area for research. This paper proposes an enhanced model predictive discrete-time sliding mode control with a new sliding function for a linear system with state dela... The control of time delay systems is still an open area for research. This paper proposes an enhanced model predictive discrete-time sliding mode control with a new sliding function for a linear system with state delay. Firstly, a new sliding function including a present value and a past value of the state, called dynamic surface, is designed by means of linear matrix inequalities (LMIs). Then, using this dynamic function and the rolling optimization method in the predictive control strategy, a discrete predictive sliding mode controller is synthesized. This new strategy is proposed to eliminate the undesirable effect of the delay term in the closed loop system. Also, the designed control strategy is more robust, and has a chattering reduction property and a faster convergence of the system s state. Finally, a numerical example is given to illustrate the effectiveness of the proposed control. 展开更多
关键词 State time delay systems discrete sliding mode control model predictive control dynamic sliding function linear matrix inequalities (LMIs) chattering.
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Robust Neural Control of Discrete Time Uncertain Nonlinear Systems Using Sliding Mode Backpropagation Training Algorithm 被引量:6
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作者 Imen Zaidi Mohamed Chtourou Mohamed Djemel 《International Journal of Automation and computing》 EI CSCD 2019年第2期213-225,共13页
This work deals with robust inverse neural control strategy for a class of single-input single-output(SISO) discrete-time nonlinear system affected by parametric uncertainties. According to the control scheme, in the ... This work deals with robust inverse neural control strategy for a class of single-input single-output(SISO) discrete-time nonlinear system affected by parametric uncertainties. According to the control scheme, in the first step, a direct neural model(DNM)is used to learn the behavior of the system, then, an inverse neural model(INM) is synthesized using a specialized learning technique and cascaded to the uncertain system as a controller. In previous works, the neural models are trained classically by backpropagation(BP) algorithm. In this work, the sliding mode-backpropagation(SM-BP) algorithm, presenting some important properties such as robustness and speedy learning, is investigated. Moreover, four combinations using classical BP and SM-BP are tested to determine the best configuration for the robust control of uncertain nonlinear systems. Two simulation examples are treated to illustrate the effectiveness of the proposed control strategy. 展开更多
关键词 discrete time UNCERTAIN nonlinear systems NEURAL modelling sliding mode backpropagation (BP) algorithm ROBUST NEURAL control
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Second Order Sliding Mode Control for Discrete Decouplable Multivariable Systems via Input-output Models 被引量:2
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作者 Houda Romdhane Khadija Dehri Ahmed Said Nouri 《International Journal of Automation and computing》 EI CSCD 2015年第6期630-638,共9页
The problem of the chattering phenomenon is still the main drawback of the classical sliding mode control. To resolve this problem, a discrete second order sliding mode control via input-output model is proposed in th... The problem of the chattering phenomenon is still the main drawback of the classical sliding mode control. To resolve this problem, a discrete second order sliding mode control via input-output model is proposed in this paper. The proposed control law is synthesized for decouplable multivariable systems. A robustness analysis of the proposed discrete second order sliding mode control is carried out. Simulation results are presented to illustrate the effectiveness of the proposed strategy. 展开更多
关键词 discrete second order sliding mode control decoupl
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Application of direct adaptive fuzzy sliding mode control into a class of non-affine discrete nonlinear systems 被引量:3
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作者 Xiao-yu ZHANG 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2016年第12期1331-1343,共13页
针对非仿射离散非线性系统的带干扰轨迹跟踪问题,提出一种直接自适应模糊滑模控制设计。为了获得自适应特性及消除滑模控制抖振,通过使用一个动态模糊逻辑系统(Dynamic fuzzy logical system,DFLS)实现等价控制。DFLS的参数实行在线自... 针对非仿射离散非线性系统的带干扰轨迹跟踪问题,提出一种直接自适应模糊滑模控制设计。为了获得自适应特性及消除滑模控制抖振,通过使用一个动态模糊逻辑系统(Dynamic fuzzy logical system,DFLS)实现等价控制。DFLS的参数实行在线自调节。用Lyapunov分析方法验证了滑模控制的稳定性,结果表明,整个系统渐近稳定且具备自适应、消除抖振的特点。通过数值仿真和一个2自由度机械臂的应用设计仿真证明了所提出设计的良好性能。 展开更多
关键词 非线性系统 离散系统 动态模糊逻辑系统 直接自适应 滑模控制
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Match and mismatched second-order sliding mode finite-time control with simple parameter conditions and its applications
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作者 Jun Liu Chengkun Li 《Journal of Control and Decision》 EI 2022年第3期372-383,共12页
In this paper,a class of second-order sliding mode controller is proposed for nonlinear uncertain systems.The finite-time stability of the nonlinear uncertain systems is achieved when the sliding mode is matched or un... In this paper,a class of second-order sliding mode controller is proposed for nonlinear uncertain systems.The finite-time stability of the nonlinear uncertain systems is achieved when the sliding mode is matched or unmatched.Compared with the previous second-order sliding mode controller,the parameter conditions of the controller are simple and can be given explicitly,and easy to obtain.Finally,the simulation results of dc motor system and dc–dc buck converter verify the effectiveness of the proposed controller in the case of matching and mismatching. 展开更多
关键词 Finite-time control second-order sliding mode(SOSM) sliding mode control(SMC) uncertain systems
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