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首页> 外文期刊>International Journal of Engineering Research and Applications >Novel Voltage Regulation Technique for a Three Phase Transformer less Grid Connected Photovoltaic System Using ANN Fractional Order PI Controller
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Novel Voltage Regulation Technique for a Three Phase Transformer less Grid Connected Photovoltaic System Using ANN Fractional Order PI Controller

机译:三相变压器较少电网连接光伏系统的新型电压调节技术使用ANN分数PI控制器

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摘要

In view of protecting the environment, the usage of renewable energy is encouraged from the government agencies since last decade. Amongst the available renewable energy sources (RES), the solar energy source is more advantageous. With increase in concentration of distributed generation (DG) using RES with utility grid, new challenges are introduced and they have to be addressed. One of the challenges is voltage regulation, in this paper AI technique namely ANN along with fractional order PI controller is proposed for voltage regulation of a three phase transformer less grid connected photovoltaic system. Three phase transformer less grid connected photovoltaic system is modelled and simulated in MATLAB/Simulink. The simulation results validates the effectiveness in the performance of the proposed ANN fractional order PI controller as compared with conventional PI controller, fractional order PI controller and fuzzy fractional order PI controller when subjected to various operating conditions like change in solar radiation, change in operating temperature and various loading conditions. The simulation was done with the Neural Network Fitting Toolbox of MATLAB..
机译:鉴于保护环境,自上年以来,政府机构鼓励可再生能源的使用。在可用的可再生能源(RES)中,太阳能源更有利。随着使用实用电网的分布式发电(DG)浓度的增加,介绍了新的挑战,必须解决它们。其中一个挑战是电压调节,在该纸张中,AI技术即ANN伴随着分数阶PI控制器,提出了三相变压器较少的电网连接光伏系统的电压调节。三相变压器较少的网格连接的光伏系统在MATLAB / Simulink中进行建模和模拟。仿真结果验证了与传统的PI控制器,分数级PI控制器和模糊分数阶PI控制器相比验证了所提出的ANN分数级PI控制器的性能,当经过各种运行条件,如太阳辐射的变化,操作温度变化和各种装载条件。使用Matlab的神经网络拟合工具箱进行了模拟。

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