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Integrated fire/flight control of armed helicopters based on C-BFGS and distributionally robust optimization
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作者 ZHOU Zeyu WANG Yuhui WU Qingxian 《Journal of Systems Engineering and Electronics》 CSCD 2024年第6期1604-1620,共17页
To meet the requirements of modern air combat,an integrated fire/flight control(IFFC)system is designed to achieve automatic precision tracking and aiming for armed helicopters and release the pilot from heavy target ... To meet the requirements of modern air combat,an integrated fire/flight control(IFFC)system is designed to achieve automatic precision tracking and aiming for armed helicopters and release the pilot from heavy target burden.Considering the complex dynamic characteristics and the couplings of armed helicopters,an improved automatic attack system is con-structed to integrate the fire control system with the flight con-trol system into a unit.To obtain the optimal command signals,the algorithm is investigated to solve nonconvex optimization problems by the contracting Broyden Fletcher Goldfarb Shanno(C-BFGS)algorithm combined with the trust region method.To address the uncertainties in the automatic attack system,the memory nominal distribution and Wasserstein distance are introduced to accurately characterize the uncertainties,and the dual solvable problem is analyzed by using the duality the-ory,conjugate function,and dual norm.Simulation results verify the practicality and validity of the proposed method in solving the IFFC problem on the premise of satisfactory aiming accu-racy. 展开更多
关键词 integrated fire/flight control(IFFC) armed helicopter improved contracting Broyden Fletcher Goldfarb Shanno(C-BFGS)algorithm memory nominal distribution Wasserstein dis-tance distributionally robust optimization
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Robust H_∞ control for uncertain descriptor systems with state and control delay 被引量:2
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作者 Piao Fengxian Zhang Qingling Ma Xiuzhen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期571-575,共5页
The problem of robust stabilization for uncertain continuous descriptor system with state and control delay is considered. The time-varying parametric uncertainty is assumed to be norm-bounded. The purpose of the robu... The problem of robust stabilization for uncertain continuous descriptor system with state and control delay is considered. The time-varying parametric uncertainty is assumed to be norm-bounded. The purpose of the robust stabilization is to design a memoryless state feedback law such that the resulting closed-loop system is robustly stable A sufficient condition that uncertain continuous descriptor system is robustly stabilizabled by state feedback law is derived in terms of linear matrix inequality (LMI). Finally, a numerical example is provided to demonstrate the application of the proposed method. 展开更多
关键词 robust h control descriptor system DELAY feedback control linear matrix inequality (LMI).
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Robust reliable H_∞ control for discrete-time Markov jump linear systems with actuator failures 被引量:2
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作者 Chen Jiaorong Liu Fei 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第5期965-973,共9页
The robust reliable H∞ control problem for discrete-time Markovian jump systems with actuator failures is studied. A more practical model of actuator failures than outage is considered. Based on the state feedback me... The robust reliable H∞ control problem for discrete-time Markovian jump systems with actuator failures is studied. A more practical model of actuator failures than outage is considered. Based on the state feedback method, the resulting closed-loop systems are reliable in that they remain robust stochastically stable and satisfy a certain level of H∞ disturbance attenuation not only when all actuators are operational, but also in case of some actuator failures, The solvability condition of controllers can be equivalent to a feasibility problem of coupled linear matrix inequalities (LMIs). A numerical example is also given to illustrate the design procedures and their effectiveness. 展开更多
关键词 discrete-time Markov jump systems actuator failure reliable control robust h∞-control time-delay.
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Robust H_∞ controller design for a class of nonlinear fuzzy time-delay systems 被引量:1
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作者 Wang Miaoxin Liu Jizhen +1 位作者 Liu Xiangjie Liu Juncheng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第6期1286-1289,共4页
The problem of fuzzy modeling for state and input time-delays systems with a class of nonlinear uncertainties by fuzzy T-S model is addressed.By using the linear matrix inequality(LMI) method, the problem of fuzzy r... The problem of fuzzy modeling for state and input time-delays systems with a class of nonlinear uncertainties by fuzzy T-S model is addressed.By using the linear matrix inequality(LMI) method, the problem of fuzzy robust H ∞ controller design for the system is studied.Assuming that the nonlinear uncertain functions in the model considered are gain-bounded, a sufficient condition for the robustly asymptotic stability of the closed-loop system is obtained via Lyapunov stability theory.By solving the LMI, a feedback control law which guarantees the robustly asymptotic stability of the closed-loop system is constructed and the effect of the disturbance input on the controlled output is ruduced to a prescribed level. 展开更多
关键词 fuzzy control robust h control nonlinear uncertainty fuzzy time-delay systems linear matrixinequality.
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Delay-dependent robust H_∞control of convex polyhedral uncertain fuzzy systems 被引量:1
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作者 Gong Cheng Su Baoku 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第6期1191-1198,共8页
The robust H∞ control problem for a class of uncertain Takagi-Sugeno fuzzy systems with timevarying state delays is studied. The uncertain parameters are supposed to reside in a polytope. Based on the delay-dependent... The robust H∞ control problem for a class of uncertain Takagi-Sugeno fuzzy systems with timevarying state delays is studied. The uncertain parameters are supposed to reside in a polytope. Based on the delay-dependent Lyapunov functional method, a new delay-dependent robust H∞ fuzzy controller, which depends on the size of the delays and the derivative of the delays, is presented in term of linear matrix inequalities (LMIs). For all admissible uncertainties and delays, the controller guarantees not only the asymptotic stability of the system but also the prescribed H∞ attenuation level. In addition, the effectiveness of the proposed design method is demonstrated by a numerical example. 展开更多
关键词 robust h control DELAY-DEPENDENT polyhedral uncertainty fuzzy systems
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Delay-dependent robust H_∞ control for uncertain discrete time-delay fuzzy systems 被引量:1
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作者 Gong Cheng Su Baoku 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第2期354-362,共9页
The robust H∞ control problem of norm bounded uncertain discrete Takagi-Sugeno (T-S) fuzzy systems with state delay is addressed. First, by constructing an appropriate basis-dependent Lyapunov-Krasovskii function, ... The robust H∞ control problem of norm bounded uncertain discrete Takagi-Sugeno (T-S) fuzzy systems with state delay is addressed. First, by constructing an appropriate basis-dependent Lyapunov-Krasovskii function, a new delay-dependent sufficient condition on robust H∞-disturbance attenuation is presented, in which both robust stability and prescribed H∞ performance are guaranteed to be achieved. Then based on the condition, a delay-dependent robust Hoo controller design scheme is developed in term of a convex algorithm. Finally, examples are given to illustrate the effectiveness of the proposed method. 展开更多
关键词 discrete T-S fuzzy control DELAY-DEPENDENT robust h control basis-dependent Lyapunov-Krasovskii function
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Design of decentralized robust H_∞ state feedback controller 被引量:2
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作者 谢永芳 桂卫华 +1 位作者 蒋朝辉 阳春华 《Journal of Central South University of Technology》 EI 2006年第5期558-562,共5页
The design of decentralized robust H_∞ state feedback controller for large-scale interconnected systems with value bounded uncertainties existing in the state, control input and interconnected matrices was investigat... The design of decentralized robust H_∞ state feedback controller for large-scale interconnected systems with value bounded uncertainties existing in the state, control input and interconnected matrices was investigated. Based on the bounded real lemma a sufficient condition for the existence of a decentralized robust H_∞ state feedback controller was derived. This condition is expressed as the feasibility problem of a certain nonlinear matrix inequality. The controller, which makes the closed-loop large-scale system robust stable and satisfies the given H_∞ performance, is obtained by the offered homotopy iterative linear matrix inequality method. A numerical example is given to demonstrate the effectiveness of the proposed method. 展开更多
关键词 value bounded uncertainty decentralized control robust h control nonlinear matrix inequality homotopy iterative method
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Robust and Non-fragile H_∞ Control for a Class of Uncertain Jump Linear Systems 被引量:6
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作者 KANG Yu XI Hong-Sheng ZHANG Da-Li JI Hai-Bo 《自动化学报》 EI CSCD 北大核心 2006年第3期438-443,共6页
This paper describes the synthesis of robust and non-fragile H∞ state feedback controllers for a class of uncertain jump linear systems with Markovian jumping parameters and state multiplicative noises. Under the ass... This paper describes the synthesis of robust and non-fragile H∞ state feedback controllers for a class of uncertain jump linear systems with Markovian jumping parameters and state multiplicative noises. Under the assumption of a complete access to the norm-bounds of the system uncertainties and controller gain variations, sufficient conditions on the existence of robust stochastic stability and γ-disturbance attenuation H∞ property are presented. A key feature of this scheme is that the gain matrices of controller are only based on It, the observed projection of the current regime rt. 展开更多
关键词 鲁棒控制 Markovian过程 跳跃参数 稳定性
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Soft initial-rotation and H_∞ robust constant rotational speed control for rotational MEMS gyro
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作者 Ma Gaoyin Chen Wenyuan Cui Feng Zhang Weiping Wang Liqi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第3期583-589,共7页
A novel soft initiai-rotation control system and an H∞ robust constant rotational speed controller (RCRSC) for a rotational MEMS (micro-electro-mechanical system) gyro are presented. The soft initial-rotation con... A novel soft initiai-rotation control system and an H∞ robust constant rotational speed controller (RCRSC) for a rotational MEMS (micro-electro-mechanical system) gyro are presented. The soft initial-rotation control system can prevent the possible tumbling down of the suspended rotor and ensure a smooth and fast initial-rotation process. After the initial-rotation process, in order to maintain the rotational speed accurately constant, the RCRSC is acquired through the mixed sensitivity design approach. Simulation results show that the actuation voltage disturbances from the internal carrier waves in the gyro is reduced by more than 15.3 dB, and the speed fluctuations due to typical external vibrations ranging from 10 Hz to 200 Hz can also be restricted to 10^-3 rad/s order. 展开更多
关键词 micro-electro-mechanicai system GYRO ROTATION mixed sensitivity design h robust controller
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分布式驱动EV侧向稳定性鲁棒H∞控制研究 被引量:1
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作者 龙云泽 封进 +1 位作者 张瑞宾 韦韬 《机械设计与制造》 北大核心 2025年第6期34-39,共6页
为解决参数不确定性分布式驱动电动汽车侧向稳定性控制问题,提出一种鲁棒D稳定与H∞控制器设计方法。建立车辆二自由度动力学模型,构造侧向稳定性系统矩阵及增益控制矩阵。并考虑车辆动力学模型线性分式参数不确定性,建立了分布式驱动... 为解决参数不确定性分布式驱动电动汽车侧向稳定性控制问题,提出一种鲁棒D稳定与H∞控制器设计方法。建立车辆二自由度动力学模型,构造侧向稳定性系统矩阵及增益控制矩阵。并考虑车辆动力学模型线性分式参数不确定性,建立了分布式驱动电动汽车不确定性控制系统模型。给定复平面上的圆盘域D,通过鲁棒D稳定方法将不确定系统的全部极点设置于圆盘D内,保证系统稳定性和良好的暂态响应性能。设计了一种综合考虑鲁棒D稳定条件的车辆侧向稳定性H∞控制器。运用CarSim与MATLAB/Simulink进行联合仿真实验。实验结果表明,所设计鲁棒H∞控制器能有效提升分布式驱动电动汽车在极限工况下的侧向稳定性能。 展开更多
关键词 分布式驱动电动汽车 侧向稳定性 鲁棒D稳定 h∞控制
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H无穷大控制在电动汽车变速换挡的应用研究
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作者 高攀 杨志刚 +1 位作者 郑孟冬 杨宗平 《机械设计与制造》 北大核心 2025年第2期12-18,共7页
针对电动汽车在换挡过程中的稳定性能,提出一种新型H无穷大换挡控制策略。在电动汽车变速器动力传动系统的结构和工作原理基础上,根据拉格朗日方程推导了动力传动系统的数学模型。考虑到外部负载变化、驱动电机转矩波动以及模型不匹配... 针对电动汽车在换挡过程中的稳定性能,提出一种新型H无穷大换挡控制策略。在电动汽车变速器动力传动系统的结构和工作原理基础上,根据拉格朗日方程推导了动力传动系统的数学模型。考虑到外部负载变化、驱动电机转矩波动以及模型不匹配等外部干扰的影响,在换挡过程中提出了一种鲁棒H无穷大控制器来减小车辆的抖动和离合器滑动能量损失。该控制器与传统PID控制器的对比仿真结果表明,两种控制器在无扰动情况下均表现良好,而在抗外部扰动方面,所提H无穷大控制器更能减少不确定性或干扰时的抖动和滑动能量损失,具有更优越的换挡鲁棒性能。 展开更多
关键词 换挡控制 双速变速器 动力传动 h无穷大控制 鲁棒性
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Robust control with compensation of adaptive model for dual-stage inertially stabilized platform 被引量:3
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作者 SONG Jiang-peng ZHOU Di +1 位作者 SUN Guang-li QI Zhi-hui 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第11期2615-2625,共11页
To achieve excellent tracking accuracy,a coarse-fine dual-stage control system is chosen for inertially stabilized platform.The coarse stage is a conventional inertially stabilized platform,and the fine stage is a sec... To achieve excellent tracking accuracy,a coarse-fine dual-stage control system is chosen for inertially stabilized platform.The coarse stage is a conventional inertially stabilized platform,and the fine stage is a secondary servo mechanism to control lens motion in the imaging optical path.Firstly,the dual-stage dynamics is mathematically modeled as a coupling multi-input multi-output(MIMO)control system.Then,by incorporating compensation of adaptive model to deal with parameter variations and nonlinearity,a systematic robust H∞control scheme is designed,which can achieve good tracking performance,as well as improve system robustness against model uncertainties.Lyapunov stability analysis confirmed the stability of the overall control system.Finally,simulation and experiment results are provided to demonstrate the feasibility and effectiveness of the proposed control design method. 展开更多
关键词 dual-stage control inertially stabilized platform robust hcontrol adaptive model
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Adaptive Robust Control for A Class of Nonlinear Systems with Unknown Uncertainties 被引量:1
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作者 Li, L. Yang, G. Zhao, C. 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2001年第3期51-56,共6页
The problem of robust stabilization for nonlinear systems with partially known uncertainties is considered in this paper. The required information about uncertainties in the system is merely that the uncertainties are... The problem of robust stabilization for nonlinear systems with partially known uncertainties is considered in this paper. The required information about uncertainties in the system is merely that the uncertainties are bounded, but the upper bounds are incompletely known. This paper can be viewed as an extension of the work in reference [1]. To compensate the uncertainties, an adaptive robust controller based on Lyapunov method is proposed and the design algorithm is also suggested. Compared with some previous controllers which can only ensure ultimate uniform boundedness of the systems, the controller given in the paper can make sure that the obtained closed-loop system is asymptotically stable in the large. Simulations show that the method presented is available and effective. 展开更多
关键词 Adaptive algorithms Adaptive control systems Asymptotic stability Closed loop control systems Computer simulation Interfaces (computer) Lyapunov methods robustness (control systems) Uncertain systems
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Robust H∞ Control with Exponent Stability for Time-Delay Uncertain Systems 被引量:1
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作者 Luo Xiaoyuan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2002年第1期27-33,共7页
This paper is concerned with the robust H ∞ control with exponent stability for a class of time delay uncertain systems. Attention is focused on the design of controllers such that the resulting closed loop system... This paper is concerned with the robust H ∞ control with exponent stability for a class of time delay uncertain systems. Attention is focused on the design of controllers such that the resulting closed loop system not only is exponentially stable but also satisfies, H ∞ disturbance attenuance via memoryless state feedback control. Sufficient conditions for feasibility are obtained in terms of LMIs. Moreover, optimization of LMI is considered such that the controller with low gain parameters is formulated. 展开更多
关键词 Uncertain system Time delay robust h control Exponent attenuance LMI.
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Delay-dependent Robust H∞ Control for Uncertain Singular Systems with State Delay 被引量:22
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作者 FANG Mei 《自动化学报》 EI CSCD 北大核心 2009年第1期65-70,共6页
这份报纸讨论延期依赖者的问题为有州的延期的不明确的单个系统的柔韧的 H 控制。把途径基于线性矩阵不平等(LMI ) ,我们设计一个州的反馈控制器,它保证为所有可被考虑的无常,结果的靠近环的系统是常规的,推动与 H 免费、稳定的标... 这份报纸讨论延期依赖者的问题为有州的延期的不明确的单个系统的柔韧的 H 控制。把途径基于线性矩阵不平等(LMI ) ,我们设计一个州的反馈控制器,它保证为所有可被考虑的无常,结果的靠近环的系统是常规的,推动与 H 免费、稳定的标准界限限制。所有获得的结果是延期依赖者并且由不包含系统矩阵的分解的严格的 LMI 提出。数字例子证明建议方法不比存在的保守。 展开更多
关键词 奇数时间延误系统 延迟依赖 自动控制 线性平均直径
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Robust H∞ Networked Control for Uncertain Fuzzy Systems with Time-delay 被引量:12
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作者 YANG De-Dong ZHANG Hua-Guang 《自动化学报》 EI CSCD 北大核心 2007年第7期726-730,共5页
柔韧的 H 联网了控制方法因为有无常和时间的模糊系统推迟的 Takagi-Sugeno (T-S ) 被介绍。一个州的反馈控制器经由联网的控制系统(NCS ) 被设计理论。为有 H 性能的柔韧的稳定性的足够的状况被获得。在网络传播和包退学学生的导致网... 柔韧的 H 联网了控制方法因为有无常和时间的模糊系统推迟的 Takagi-Sugeno (T-S ) 被介绍。一个州的反馈控制器经由联网的控制系统(NCS ) 被设计理论。为有 H 性能的柔韧的稳定性的足够的状况被获得。在网络传播和包退学学生的导致网络的延期被分析。模拟结果显示出这个控制计划的有效性。 展开更多
关键词 不确定性模糊控制 时滞状态 网络控制 鲁棒性
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H_∞ control of an overactuated tilt rotors quadcopter 被引量:1
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作者 Ahmed ALKAMACHI Ergun ERCELEBI 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第3期586-599,共14页
In recent years,unmanned aerial vehicles(UAVs)have acquired an increasing interest due to their wide range of applications in military,scientific,and civilian fields.One of the quadcopter limitations is its lack of fu... In recent years,unmanned aerial vehicles(UAVs)have acquired an increasing interest due to their wide range of applications in military,scientific,and civilian fields.One of the quadcopter limitations is its lack of full actuation property which limits its mobility and trajectory tracking capabilities.In this work,an overactuated quadcopter design and control,which allows independent tilting of the rotors around their arm axis,is presented.Quadcopter with this added tilting mechanism makes it possible to overcome the aforementioned mobility limitation by achieving full authority on torque and force vectoring.The tilting property increases the control inputs to 8(the 4 propeller rotation speed plus the 4 rotor tilting angles)which gives a full control on the quadcopter states.Extensive mathematical model for the tilt rotor quadcopter is derived based on the Newton-Euler method.Furthermore,the feedback linearization method is used to linearize the model and a mixed sensitivity H∞optimal controller is then designed and synthesized to achieve the required performance and stability.The controlled system is simulated to assure the validity of the proposed controller and the quadcopter design.The controller is tested for its effectiveness in rejecting disturbances,attenuating sensor noise,and coping with the model uncertainties.Moreover,a complicated trajectory is examined in which the tilt rotor quadcopter has been successfully followed.The test results show the supremacy of the overactuated quadcopter over the traditional one. 展开更多
关键词 feedback linearization hcontroller Newton-Euler method overactuated quadcopter robust control
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Robust H∞ Control of Uncertain Switched Systems: a Sliding Mode Control Design 被引量:17
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作者 LIAN Jie ZHAO Jun 《自动化学报》 EI CSCD 北大核心 2009年第7期965-970,共6页
关键词 自动化系统 鲁棒分析 分析方法 滞后转换法
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Robust H∞ Consensus Control for High-order Discrete-time Multi-agent Systems With Parameter Uncertainties and External Disturbances 被引量:3
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作者 Jun Xu Guoliang Zhang +2 位作者 Jing Zeng Boyang Du Xiao Jia 《自动化学报》 EI CSCD 北大核心 2017年第10期1850-1857,共8页
关键词 参数不确定性 多智能体系统 离散时间 一致性控制 高阶 外部扰动 鲁棒 线性矩阵不等式
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H_∞ CONTROL OF AN ACTIVE SUSPENSION SYSTEM
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作者 Shaojun Liu Jue Zhong +1 位作者 Hironao Yamada Yoshikazu Suematsu 《Journal of Central South University》 SCIE EI CAS 1998年第2期61-64,共4页
An H ∞ controller for an active suspension system is designed, which has taken the performance of ride comfort and the system robustness into account. Simulation results show that a concentrated weighting of the car... An H ∞ controller for an active suspension system is designed, which has taken the performance of ride comfort and the system robustness into account. Simulation results show that a concentrated weighting of the car body acceleration output, for the frequency where human being are most sensitive to vibration, has been executed by introducing the frequency dependent weighing function, thus the suspension acceleration frequency response characteristic can be improved. It is also pointed out that the designed controller is effective in the system robustness against the fluctuation of parameter of system. 展开更多
关键词 h control active SUSPENSION RIDE COMFORT robustNESS
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