دانلود مقاله ISI انگلیسی شماره 138634
ترجمه فارسی عنوان مقاله

ردیابی حداکثر نقطه قدرت بر اساس الگوریتم بت برای سیستم فتوولتائیک تحت شرایط شبیه سازی جزئی

عنوان انگلیسی
Bat algorithm based maximum power point tracking for photovoltaic system under partial shading conditions
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
138634 2017 14 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Solar Energy, Volume 158, December 2017, Pages 490-503

پیش نمایش مقاله
پیش نمایش مقاله  ردیابی حداکثر نقطه قدرت بر اساس الگوریتم بت برای سیستم فتوولتائیک تحت شرایط شبیه سازی جزئی

چکیده انگلیسی

This paper presents a maximum power point tracking (MPPT) method for photovoltaic system under partial shading conditions using bat algorithm (BA). The bat algorithm is a swarm intelligence based method which was inspired by the echolocation behaviour of bats. BA have a high accuracy in the global optimisation and it can provide good dynamic performance and very quick convergence rate by automatically switching between exploration and exploitation stages during the MPPT process. To verify the performance of the proposed method, several simulations have been carried out in Matlab/Simulink environment for various shading patterns. The simulations results highlight the accuracy of the proposed scheme for optimal management of the energy available at the output of the photovoltaic panels. In addition, the comparison with the P&O and the PSO methods shows that the proposed method outperforms them in term of global search ability and dynamic performance. To verify the practical implementation of the proposed method, a modular reconfigurable architecture is designed using very high speed integrated circuit hardware description language (VHDL) and implemented on Xilinx Virtex-5 (XC5VLX50-1FFG676) Field Programmable Gate Array (FPGA). The use of FPGA for designing the MPPT controller provides high performance, increases the robustness and makes the hardware implementation more flexible. The algorithm is tested in real time application on a buck-boost converter using a real photovoltaic panel. Experimental results confirm the efficiency of the proposed method in the global peak tracking and its high accuracy to handle the partial shading.