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Implementation of a fuzzy logic based perturb and observe approach for maximum power point tracking of solar PV modules

机译:基于模糊逻辑的扰动和观测方法的实现,用于太阳能光伏组件的最大功率点跟踪

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The conversion of solar energy into electrical energy is being increasingly encouraged and adopted for various applications. However the power output of solar photovoltaic modules is dependent on the load in addition to the environmental factors like radiation and temperature. It is thus essential to track the maximum power point on the non-linear I-V curve of a module to extract maximum possible energy for a given radiation level. There are many algorithms to track the same however each one of them possesses relative advantages and disadvantages over one another. The perturb and observe algorithm is the simplest method to track the maximum power point however it has drawbacks of limited tunability. This work proposes and implements a fuzzy rule based adaptive version of the perturb and observe algorithm. The fuzzy logic based technique provides fast time response, more stability, and less overshoot. The adaptive approach has been implemented on a Texas Instruments digital signal processor model 28335. The setup is a part of a DC-DC boost converter and has been tested on a solar photovoltaic emulator and the results obtained show encouraging prospects for possible field usage.
机译:越来越多地鼓励将太阳能转换为电能,并将其用于各种应用。然而,除了诸如辐射和温度之类的环境因素之外,太阳能光伏模块的功率输出还取决于负载。因此,必须在模块的非线性I-V曲线上跟踪最大功率点,以提取给定辐射水平下的最大可能能量。有很多算法可以跟踪相同的算法,但是每个算法都具有相对的优势和劣势。扰动和观察算法是跟踪最大功率点的最简单方法,但是它具有可调谐性有限的缺点。这项工作提出并实现了基于模糊规则的扰动和观测算法的自适应版本。基于模糊逻辑的技术可提供快速的时间响应,更高的稳定性和更少的过冲。该自适应方法已在28335型德州仪器(TI)数字信号处理器上实现。该装置是DC-DC升压转换器的一部分,并已在太阳能光伏仿真器上进行了测试,所获得的结果显示出可能在现场使用的令人鼓舞的前景。

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