کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1509535 1511160 2015 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Solar PV Modelling and Parameter Extraction Using Artificial Immune System
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی (عمومی)
پیش نمایش صفحه اول مقاله
Solar PV Modelling and Parameter Extraction Using Artificial Immune System
چکیده انگلیسی

In this paper, a meta-heuristics algorithm Artificial Immune System (AIS) is used for solar PV parameter estimation. Solar PV Double diode model parameter estimation is carried out by applying the new method. Estimated parameter values are substituted in developed MATLAB model and characteristics are obtained. For performance analysis, the results obtained using AIS are compared with Genetic algorithm (GA) and Particle Swarm Optimization (PSO). For further validation of the proposed method, error graphs are plotted for two panels using AIS, GA and PSO. The results confirm that the proposed method employing AIS outperforms GA and PSO in terms of convergence characteristics and absolute error.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy Procedia - Volume 75, August 2015, Pages 331-336