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Enhanced energy harvesting from shaded PV systems using an improved particle swarm optimisation.
- Source :
- IET Renewable Power Generation (Wiley-Blackwell); Jul2020, Vol. 14 Issue 9, p1471-1480, 10p
- Publication Year :
- 2020
-
Abstract
- This research work is concerned with maximum power point tracking (MPPT) in photovoltaic (PV) systems under partially shaded conditions (PSCs) through an improved particle swarm optimisation (PSO). The traditional PSO is investigated toward MPPT and the reasons for delayed convergence characteristics are investigated. Then, a modified PSO is proposed, in which population is reduced sequentially by eliminating lessāpromising particles. The new concept is applied to a 30 kW PV plant situated in a school building and the results are analysed. The new methodology is also experimentally verified on a 400 W prototype PV system in the laboratory. Enhanced energy harvesting from the existing 30 kW PV plant is highlighted considering realistic shading patterns and full bright conditions of solar insolation. The computed and measured results clearly demonstrate that the new PSO is a promising candidate for MPPT in PV systems under PSC. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 17521416
- Volume :
- 14
- Issue :
- 9
- Database :
- Complementary Index
- Journal :
- IET Renewable Power Generation (Wiley-Blackwell)
- Publication Type :
- Academic Journal
- Accession number :
- 148145296
- Full Text :
- https://doi.org/10.1049/iet-rpg.2019.0936