Modified adaptive fuzzy logic based real-time MPPT controller for fuel cell framework management under dynamic conditions

IF 1.8 Q2 ENGINEERING, MULTIDISCIPLINARY
Mohammad Junaid Khan, Yogendra Narayan, PAWAN Pawan, Asyraf Afthanorhan, Farhad Ilahi Bakhsh
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引用次数: 0

Abstract

Abstract The response of a fuel cell (FC) depends on the water content of the membrane and cell temperature. These are the two main operational factors which affect the power production of an FC. Therefore, every time maximum power point (MPP) on the (Power—Current) curve of the FC is distinct. To enhance the power production of the FC, the maximum power point tracking (MPPT) technique is implemented. In this paper, a Modified Adaptive Fuzzy Logic (MAFL) based MPPT technique has been used for the FC framework. For this, FC module is connected to the boost converter in which proposed MPPT technique is implemented in MATLAB/Simulink and validated using real-time OPAL-RT based hardware setup. In order to prove the efficacy of the proposed MPPT controller i.e. combination of modified Fuzzy Logic Controller (FLC) and adaptive Perturb and Observe (P&O) controller. From the comparisons, it is found that the proposed MAFL based MPPT controller provides the best and smoothest results. It also reduces the steady-state power fluctuations and boosts transient response as compared to other specified MPPT controllers.
基于改进自适应模糊逻辑的燃料电池框架动态管理实时MPPT控制器
摘要燃料电池(FC)的响应取决于膜的含水量和电池温度。这是影响FC功率产生的两个主要操作因素。因此,每次FC的(power - current)曲线上的最大功率点(MPP)都是不同的。为了提高FC的输出功率,采用了最大功率点跟踪技术。本文将一种基于改进的自适应模糊逻辑(MAFL)的MPPT技术应用于FC框架。为此,将FC模块连接到升压变换器中,在MATLAB/Simulink中实现了所提出的MPPT技术,并使用基于实时OPAL-RT的硬件设置进行了验证。为了证明所提出的MPPT控制器的有效性,即改进模糊逻辑控制器(FLC)和自适应摄动与观察(P&;O)控制器的组合。通过比较,发现本文提出的基于MAFL的MPPT控制器提供了最佳的平滑效果。与其他指定的MPPT控制器相比,它还减少了稳态功率波动并提高了瞬态响应。
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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来源期刊
Engineering Research Express
Engineering Research Express Engineering-Engineering (all)
CiteScore
2.20
自引率
5.90%
发文量
192
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