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Inverted pendulum stabilization by means of fractional order PID controllers

机译:通过分数阶PID控制器倒置摆稳定

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A simulated study of three different control strategies to stabilize an inverted pendulum on a cart is presented in this paper. Linear Quadratic Regulator (LQR), Integer order PID (IOPID) and Fractional order PID (FOPID) are designed, applied and compared. A nonlinear model of the cart-pendulum system is first derived and used later in the simulation of the control strategies aforementioned. The tuning parameters of all three controllers are obtained using Particle Swarm Optimization (PSO) technique, using the Integral of the Squared Error (ISE) index as fitting function, when a sequence of step reference inputs is applied. The simulation results, when applying a sequence of step references, show a better performance for the LQR, when using the cost function of the LQR as performance index. However, in the more general case of a sinusoidal references, the FOPID is the one that exhibits the best behavior.
机译:本文介绍了三种不同控制策略的模拟研究,以稳定推车上的倒挂摆。设计,施加并比较了线性二次调节剂(LQR),整数PID(IOPID)和分数阶PID(FOPID)。首先在上述控制策略的模拟中衍生出车身系统的非线性模型。所有三个控制器的调谐参数都是使用粒子群优化(PSO)技术获得的,当施加一系列步进参考输入时,使用平方误差(ISE)索引作为拟合函数的整数。当应用步骤引用序列时,仿真结果显示了LQR的更好的性能,LQR作为性能指标的成本函数。然而,在正弦引用的更常见情况下,FoPid是表现出最佳行为的案例。

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