Design and Analysis of Fractional Order PID Controller tuning via Genetic Algorithm for CUK Converter

Shipra Tiwari, Zeeshan Rayeen, Omar Hanif
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引用次数: 3

Abstract

This paper uses a non-isolated DC-DC Cuk converter, models it into a fourth order differential equation. It further concentrates on identifying the transfer function of the DC-DC Cuk converter. The non-isolated model generates a nonlinear dynamics in its characteristics which is linearized by using the average modelling and small signal analysis is done. Thereafter, the work focuses on designing a Fractional order Proportional Integral Derivative (FOPID) controller using the Genetic Algorithm (GA) minimizing the weighted sum of the error specifications i.e. Integral Time Absolute Error (ITAE), Integral Absolute Error (IAE) and Integral Square Error (ISE). The FOPID controller has more parameters giving the controller more degrees of freedom and accuracy than the classical Proportional Integral Derivative Controller (PID). Henceforth, the work implements the designed controller to the model and records various simulation results like step response, current across inductor, voltage across capacitor, response to a disturbance etc., along with setpoint tracking, disturbance rejection and relative stability analysis.
基于遗传算法的CUK变换器分数阶PID控制器整定设计与分析
本文采用非隔离DC-DC Cuk变换器,将其建模为四阶微分方程。进一步集中于确定DC-DC Cuk变换器的传递函数。非隔离模型在其特性上产生非线性动力学,通过平均建模和小信号分析将其线性化。此后,工作重点是使用遗传算法(GA)设计分数阶比例积分导数(FOPID)控制器,最小化误差规格的加权和,即积分时间绝对误差(ITAE),积分绝对误差(IAE)和积分平方误差(ISE)。与传统的比例积分导数控制器(PID)相比,FOPID控制器具有更多的参数,使控制器具有更大的自由度和精度。此后,该工作将设计的控制器实现到模型中,并记录各种仿真结果,如阶跃响应、电感电流、电容电压、扰动响应等,并进行设定值跟踪、扰动抑制和相对稳定性分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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