应用于非线性系统的模糊控制器状态空间中的语言路径收敛

Pedro Téllez-Cuevas, Aldo Hernández-Luna, Claudia Yadira Luna-Carrasco
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引用次数: 0

摘要

本文设计了一种基于空间状态下语言轨迹收敛性的模糊控制器,用于倒立汽车摆系统的稳定性分析。该模糊控制器为Mamdani型,由25条规则、3个输入变量组成,每个输入变量由5个隶属函数组成。倒立汽车摆系统的非线性模型是在考虑小振荡的情况下由线性化的等效模型得到的。结果与基于相平面轨迹的PID控制进行了验证,以评价模糊控制器的效率和有效性。得到了两个控制器在单位脉冲输入下的系统动态行为,利用模糊逻辑工具箱在MATLAB / SIMULINK软件上对控制系统进行了仿真,进行了测试和仿真,并以图形形式显示了结果。
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Convergencia de la trayectoria lingüística en el espacio de estados de un Controlador Difuso aplicado a un Sistema No Lineal
This article presents the design of a fuzzy controller to stability analysis base on the convergence of the linguistic trajectory in the state of space, for an inverted car-pendulum system, the fuzzy controller is of the Mamdani type and, it consists of 25 rules, 3 input variables and each one is composed of five memberships functions. The inverted car-pendulum system is represented by a non-linear model, which is obtained from a linearized equivalent model under the consideration of small oscillations. Results are validated against a PID control base on the trajectory on the phase plane to evaluate the efficiency and effectiveness of the fuzzy controller. The dynamic behavior of the system of both controllers is obtained with a unit impulse input, the simulation of the control system is developed on the MATLAB / SIMULINK software using the FUZZY LOGIC TOOLBOX, which allows to perform test and simulations, and also it shows results of graphic form.
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