Accelerated PSO-Scaled PI Controller for DC-DC Boost Converter in Photovoltaic Systems

Sheroze Liaquat, Omer Saleem Bhatti, K. Janjua
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引用次数: 1

Abstract

In the following paper, the parameters of the Proportional-Integral (PI) controller of the DC-DC boost converter are tuned with and without using the accelerated particle swarm optimization algorithm (APSO) and the performance of the converter is analyzed under the effect of the variable irradiation level of the photovoltaic (PV) module. The mathematical modeling of the photovoltaic module is implemented in the MATLAB/Simulink having two variable parameters, temperature and irradiation level to change the output of the module. The output of the PV module is fed to DC-DC boost converter having a particular value of the duty cycle ratio to increase the voltage to the desired constant value. A three phase sinusoidal pulse width modulation (SPWM) inverter having DC link voltage coming from the converter’s output is simulated in the MATLAB/Simulink and a three phase resistive load is connected across the output terminals of the inverter to get phase and line voltages of the inverter. The irradiation level is used as a variable parameter having a step change at regular intervals and the output voltage of the DC converter under the close feedback system is observed. A comparison is made between the tuning parameters of the PI controller calculated with and without using the Accelerated particle swarm optimization algorithm.
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光伏系统中DC-DC升压变换器的加速pso缩放PI控制器
本文采用加速粒子群优化算法(APSO)和不采用加速粒子群优化算法(APSO)对DC-DC升压变换器的比例积分(PI)控制器参数进行了调整,并分析了光伏组件辐照水平变化对变换器性能的影响。在MATLAB/Simulink中实现光伏组件的数学建模,通过温度和辐照水平两个可变参数来改变组件的输出。PV组件的输出被馈送到具有特定占空比值的DC-DC升压转换器,以将电压增加到所需的恒定值。在MATLAB/Simulink中仿真了一种三相正弦脉宽调制(SPWM)逆变器,该逆变器的直流链路电压来自变换器的输出,并在逆变器的输出端连接一个三相电阻负载来获得逆变器的相电压和线电压。将辐照水平作为一个有规律阶跃变化的可变参数,观察了近反馈系统下直流变换器的输出电压。比较了采用加速粒子群优化算法和不采用加速粒子群优化算法计算的PI控制器整定参数。
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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