共查询到17条相似文献,搜索用时 265 毫秒
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针对悬架参数的不确定性,提出一种基于径向基函数(RBF)神经网络的滑模控制方法。根据滑模变结构控制理论设计了两自由度半主动悬架系统的滑模控制器,采用极点配置法确定滑模切换面参数,应用比例切换的控制方法和等速趋近率确定控制律,采用RBF神经网络优化算法优化了滑模控制器。运用MATLAB/simulink进行仿真,结果显示,与被动悬架相比,基于RBF神经网络的滑模半主动控制具有良好的控制效果,显著地改善了车辆的行驶平顺性。 相似文献
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水下航行器操控性能指标中对定向性能有较高要求,而水下航行器的运动具有强的非线性和耦合性,使得不同航速下定向控制和定深转向综合控制成为难点.本文建立了水下航行器的运动学模型,基于滑模理论设计了航向控制器,在MATLAB SIMULINK环境下搭建了航向控制仿真系统,数值仿真结果表明,滑模变结构控制器对于不同航行条件具有较强的适应性,同时,航向的控制效果明显优于PID控制器. 相似文献
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模糊滑模变结构控制技术的应用研究 总被引:4,自引:0,他引:4
针对包含非线性和不确定性的坦克炮控系统,提出了一种基于模糊控制的滑模变结构控制器的设计方法。首先采用极点配置的方法确定了等效控制,再通过应用带有切换增益的鲁棒反馈控制来保证滑模到达条件,然后,利用模糊调节策略来加速到达滑动模态区并削弱抖振。本文所提出的模糊逻辑的应用是一种可计算的智能方法,针对工程问题,具有精确表达式的调整过程,使得控制策略的调整变得更加容易实现。通过仿真结果可以看出,系统得到了更好的性能指标,并且削弱了抖振。系统响应的快速性和鲁棒性都得到了提高。 相似文献
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A fuzzy logic sliding mode controlled electronic differential for a direct wheel drive EV 总被引:1,自引:0,他引:1
Emre Ozkop Ismail H. Altas H. Ibrahim Okumus Adel M. Sharaf 《International Journal of Electronics》2013,100(11):1919-1942
In this study, a direct wheel drive electric vehicle based on an electronic differential system with a fuzzy logic sliding mode controller (FLSMC) is studied. The conventional sliding surface is modified using a fuzzy rule base to obtain fuzzy dynamic sliding surfaces by changing its slopes using the global error and its derivative in a fuzzy logic inference system. The controller is compared with proportional–integral–derivative (PID) and sliding mode controllers (SMCs), which are usually preferred to be used in industry. The proposed controller provides robustness and flexibility to direct wheel drive electric vehicles. The fuzzy logic sliding mode controller, electronic differential system and the overall electrical vehicle mechanism are modelled and digitally simulated by using the Matlab software. Simulation results show that the system with FLSMC has better efficiency and performance compared to those of PID and SMCs. 相似文献
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《Mechatronics》2015
In this paper, a new controller is proposed for lateral stabilization of four wheel independent drive electric vehicles without mechanical differential. The proposed controller has three levels including high, medium and low control levels. Desired vehicle dynamics such as reference longitudinal speed and reference yaw rate are determined by higher level of controller. Moreover, using a neural network observer and a fuzzy logic controller, a novel reference longitudinal speed generator system is presented. This system guarantees the vehicle’s stable motion on the slippery roads. In this paper, a new sliding mode controller is proposed and its stability is proved by Lyapunov stability theorem. This sliding mode control structure is faster, more accurate, more robust, and with smaller chattering than classic sliding mode controller. Based on the proposed sliding mode controller, the medium control level is designed to determine the desired traction force and yaw moment. Therefore, suitable wheel forces are calculated. Finally, the effectiveness of the introduced controller is investigated through conducted simulations in CARSIM and MATLAB software environments. 相似文献
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变结构控制系统是一类特殊的非线性控制系统,滑模控制就是其中的一种控制策略。滑模控制对系统参数及扰动的变化反应迟钝,具有很强的鲁棒性,该控制方法特别适合机器人系统的控制。抖振是滑模变结构控制中不容回避的问题。文中采用了后滤波器用于消除对象输出的噪声干扰,从仿真结果看,有效削弱了单纯滑模变结构控制系统的抖振。 相似文献
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Yingwei Zhang Tim Hesketh Hong Wang Jianchang Liu Dong Xiao 《Circuits, Systems, and Signal Processing》2010,29(3):419-430
In this article, an actuator fault compensation strategy based on both fuzzy logic systems and sliding mode control for nonlinear
systems is proposed to guarantee closed-loop stability in the presence of a fault. The fuzzy logic system is used to approximate
the dynamics caused by the actuator fault and provides the corrective action. An illustrative example of the proposed design
is included to show the effectiveness of the proposed method. 相似文献
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针对导弹电液伺服机构的跟踪控制问题,提出了一种自适应模糊滑模的设计方案.使用具有参数在线调节的自适应模糊控制,逼近滑模控制中的等效控制部分,并确定非线性控制项以保证系统的稳定性.根据滑模控制原理给出四条模糊规则,以平滑不连续控制,达到削弱抖振的目的.仿真结果表明了该方案的有效性. 相似文献
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本文以TCR型SVC为研究对象,应用先进的非线性控制理论来进行控制器设计,以充分挖掘SVC的工作潜能。详细分析了滑模变结构控制的原理、优缺点,并应用趋近率的设计方法推导出基于指数趋近率的控制率,在与PID控制的跟踪效果对比中,显示出优良的快速性和跟踪精度。另外针对滑模变结构控制所固有的抖振现象,本文提出一种改进的滑模变结构控制系统。最后使用Matlab/simulink环境对所使用的方法进行了仿真验证。 相似文献