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ANN-Based MPPT Controller for PEM Fuel Cell Energized Interleaved Resonant PWM High Step Up DC-DC Converter with SVPWM Inverter Fed Induction Motor Drive
Iranian Journal of Science and Technology, Transactions of Electrical Engineering ( IF 2.4 ) Pub Date : 2021-03-13 , DOI: 10.1007/s40998-021-00413-0
B. Karthikeyan , K. Sundararaju , R. Palanisamy

In this paper, ANN-based MPPT controller is implemented for Proton Exchange Membrane Fuel Cell (PEMFC) powered Interleaved Resonant PWM High Step Up (IRPHS) converter and SVPWM technique is used for three-phase voltage source inverter to reduce THD. The proposed system is energized using PEM Fuel cell (PEMFC) with variable temperature as its output voltage is highly dependent on operating temperature. To extract maximum power during dynamic temperature, ANN-based MPPT controller is proposed. To control the speed of three induction motor, Voltage Source Inverter (VSI) is placed between IRPHS converter and induction motor. Space Vector Pulse Width Modulation (SVPWM) control technique is developed to switch VSI system which leads to reduced harmonic content, better utilization of dc link voltage, improved output voltage and controlled output current. The output voltage of VSI is connected with induction motor through split inductor, to analyze the various parameters of induction motor. The performance of the proposed system is simulated using MATLAB/Simulink and experimental results are verified.



中文翻译:

基于ANN的MPPT控制器,用于带有SVPWM逆变器馈电感应电动机驱动器的PEM燃料电池激励的交错谐振PWM高升压DC-DC转换器

本文针对质子交换膜燃料电池(PEMFC)供电的交错谐振PWM高阶升压(IRPHS)转换器实现了基于ANN的MPPT控制器,三相电压源逆变器采用SVPWM技术来降低THD。拟议的系统使用温度可变的PEM燃料电池(PEMFC)供电,因为其输出电压高度依赖于工作温度。为了提取动态温度下的最大功率,提出了基于ANN的MPPT控制器。为了控制三个感应电动机的速度,在IRPHS转换器和感应电动机之间放置了电压源逆变器(VSI)。开发了空间矢量脉冲宽度调制(SVPWM)控制技术来切换VSI系统,从而降低了谐波含量,更好地利用了直流链路电压,改善了输出电压并控制了输出电流。VSI的输出电压通过分流电感与感应电动机相连,以分析感应电动机的各种参数。利用MATLAB / Simulink对所提出系统的性能进行了仿真,并验证了实验结果。

更新日期:2021-03-15
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