NEURO FUZZY BASED MPPT IN TRANSFORMER LESS GRID USING CUK CONVERTER IN STEP UP MODE

D. Betsi, R. Ramya, Parthasarathy
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Abstract

-This paper is aimed at the implementation of a Neuro-Fuzzy Based MPPT in Transformer less grid using CUK Converter in Step-Up Mode. A single diode model is preferred for photovoltaic array and simulation study is done by using MATLAB SIMULINK. Voltage and current are the inputs of ANFIS logic controller and the effective value of maximum power is the output. Thus in addition to supplying voltage by the inverter without Transformer for compensate the reactive power not exceeding its power rating. This results in utilization of PV system at night and at periods of low irradiation. Rules relating the input and output of ANFIS Logic Controller are written and simulation is performed. A DC –DC CUK is used for maintaining constant DC input to the inverter at various conditions of irradiation and temperature. Gating pulses to the inverter are generated by PI (Proportional integral) controller. Simulation model of a 1000W solar panel is developed and results are obtained with ANFIS logic controller for different irradiation and temperature conditions. Keywords—PV system, Maximum Power Point Tracking (MPPT), Irradiation, Transformer less Grid connected, Adaptive Neuro-Fuzzy Inference System(ANFIS) Controller, PI Controller, CUK
基于神经模糊的无变压器电网中基于cuk变换器升压模式的MPPT
本文的目的是利用CUK变换器在升压模式下实现无变压器电网中基于神经模糊的MPPT。利用MATLAB SIMULINK对光伏阵列采用单二极管模型进行了仿真研究。电压和电流是ANFIS逻辑控制器的输入,最大功率的有效值是输出。这样逆变器除供电电压外,无需变压器进行补偿,使无功功率不超过其额定功率。这导致PV系统在夜间和低辐射时期的利用。编写了与ANFIS逻辑控制器输入输出相关的规则,并进行了仿真。DC -DC CUK用于在各种辐照和温度条件下保持逆变器的恒定直流输入。逆变器的门控脉冲由PI(比例积分)控制器产生。建立了1000W太阳能电池板的仿真模型,并利用ANFIS逻辑控制器对不同的辐照和温度条件进行了仿真。关键词:光伏系统,最大功率点跟踪(MPPT),辐照,无变压器并网,自适应神经模糊推理系统(ANFIS)控制器,PI控制器,CUK
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