Design and Implementation of MPPT Solar System Based On the ANN & ANFIS

S. R, Mohammed Sithik S, N. S, Venuprakash K, Meenu M
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引用次数: 0

Abstract

The project works with maximum power point tracking (MPPT) using the Perturb and Observe (P&O) algorithm. The P&O algorithm is implemented using the controller make up of logic components such as voltage follower, voltage inverter, differentiators, comparators, and X-OR gates. The solar energy harvested from solar panel is fed into the MPPT system to acquire maximum power output at the load. Typical solar panel works with low efficiency such < 15% thus, maximizing from the solar panel energy is a necessity to achieve optimum performance of solar energy. A simple MPPT system is built to maximize the power of solar panel. Key Word: Energy; Tracking; Solar Cells; Power; Temparature.
基于ANN和ANFIS的MPPT太阳能系统的设计与实现
该项目使用Perturb and Observe (P&O)算法与最大功率点跟踪(MPPT)一起工作。P&O算法使用由电压跟随器、电压逆变器、微分器、比较器和x或门等逻辑元件组成的控制器来实现。从太阳能电池板收集的太阳能被送入MPPT系统,以获得负载时的最大功率输出。典型的太阳能电池板的工作效率很低,例如< 15%,因此,最大化利用太阳能电池板的能量是实现太阳能最佳性能的必要条件。建立了一个简单的MPPT系统,以最大限度地利用太阳能电池板的功率。关键词:能源;跟踪;太阳能电池;权力;稍加观察。
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