Smart optimal control of DC-DC boost converter in PV systems

M. Elshaer, A. Mohamed, O. Mohammed
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引用次数: 54

Abstract

Proportional integral derivative (PID) controllers are usually used to control DC-DC boost converters in PV systems. However, they have to be tuned based on certain defined operating range using averaged mathematical models. Loading conditions have great effect on PI controllers; PI controllers are subjected to failure under dramatic load changes. This limits the PI controller's operating range. Moreover, transient and steady state response both get affected by changing the operating range. This paper presents a novel smart-PID controller for optimal control of DC-DC boost converter used as voltage controller in PV systems. This proposed controller maximizes the stable operating range by using genetic algorithms (GA) to tune the PID parameters ultimately at various loading conditions. Then, a fuzzy logic approach is used to add a factor of intelligence to the controller such that it can move among different values of proportional gain (Kp), derivative gain (Kd) and integral gain (Ki) based on the system conditions. This controller allows optimal control of boost converter at any loading condition with no need to retune parameters or possibility of failure. Moreover, the paper presents a novel technique to move between the PI and PID configurations of the controller such that the minimum overshoot and ripple are obtained, which makes the controller very applicable for PV systems supplying sensitive loads. The controlled boost converter is used as an interface between photovoltaic (PV) panels and the loads connected to them. It converts any input voltage within its operating range into a constant output voltage that is suitable for load feeding. The proposed smart controller adapts the duty cycle of the boost converter based on input voltage and loading conditions such that it outputs a constant output voltage. A prototype system has been developed to verify the applicability of the proposed controller. Moreover, simulation and experimental results both confirm its validity as an effective and reliable controller for boost converters in PV systems and the possibility to use it in different applications.
光伏系统中DC-DC升压变换器的智能优化控制
在光伏系统中,比例积分导数(PID)控制器通常用于控制DC-DC升压变换器。然而,它们必须基于使用平均数学模型确定的工作范围进行调整。加载条件对PI控制器的影响较大;PI控制器在剧烈的负载变化下容易失效。这限制了PI控制器的工作范围。此外,工作范围的改变会影响系统的瞬态和稳态响应。本文提出了一种新颖的智能pid控制器,用于光伏系统电压控制器DC-DC升压变换器的最优控制。该控制器采用遗传算法对不同负载条件下的PID参数进行自整定,从而实现稳定运行范围的最大化。然后,采用模糊逻辑方法为控制器添加智能因子,使其能够根据系统条件在比例增益(Kp)、导数增益(Kd)和积分增益(Ki)的不同值之间移动。该控制器允许在任何负载条件下对升压转换器进行最优控制,无需重新调整参数或故障的可能性。此外,本文还提出了一种新颖的技术,可以在控制器的PI和PID配置之间切换,从而获得最小的超调量和纹波,使控制器非常适用于提供敏感负载的光伏系统。可控升压变换器用作光伏(PV)板和与其相连的负载之间的接口。它将其工作范围内的任何输入电压转换成适合负载馈电的恒定输出电压。所提出的智能控制器根据输入电压和负载条件调整升压变换器的占空比,使其输出恒定的输出电压。开发了一个原型系统来验证所提出的控制器的适用性。仿真和实验结果均证实了该控制器作为光伏系统升压变换器的有效可靠控制器的有效性,以及在不同应用中应用的可能性。
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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