کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5450862 1513061 2017 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Global MPPT based on flower pollination and differential evolution algorithms to mitigate partial shading in building integrated PV system
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی های تجدید پذیر، توسعه پایدار و محیط زیست
پیش نمایش صفحه اول مقاله
Global MPPT based on flower pollination and differential evolution algorithms to mitigate partial shading in building integrated PV system
چکیده انگلیسی
The implications of partial shading condition (PSC) on building integrated photovoltaic power system (BIPVPS) and its mitigation is introduced. Tracking global maximum power point (MPP) for BIPVPS during PSC based on the traditional maximum power point tracking (MPPT) algorithms like hill climbing, and perturb & observe is incompetent. Therefore, a global MPPT based on meta-heuristic optimization techniques is an important point of research to increase the performance of partially shaded BIPVPS. This work presents a powerful technique called Flower Pollination Algorithm (FPA) to mitigate PSC in BIPVPS. The feasibility and effectiveness of FPA technique for extracting global MPP are validated with various shadow patterns. For illustrating the capabilities of FPA method, it is compared with other optimization techniques such as differential evolution and particle swarm optimization. The results confirm that FPA ensures exact catching global MPP under different PSC patterns. Moreover, FPA has best performance when compared with the other two optimization techniques.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Solar Energy - Volume 157, 15 November 2017, Pages 171-186
نویسندگان
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