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A simulated annealing global maximum power point tracking approach for PV modules under partial shading conditions
Citation
Lyden, S and Haque, ME, A simulated annealing global maximum power point tracking approach for PV modules under partial shading conditions, IEEE Transactions on Power Electronics, 31, (6) pp. 4171-4181. ISSN 0885-8993 (2016) [Refereed Article]
Copyright Statement
Copyright 2015 IEEE
DOI: doi:10.1109/TPEL.2015.2468592
Abstract
This paper proposes a Simulated Annealing based
Global Maximum Power Point Tracking (GMPPT) technique
designed for photovoltaic (PV) systems which experience partial
shading conditions (PSC). The proposed technique is compared
with the common Perturb and Observe MPPT technique and
the Particle Swarm Optimization method for GMPPT. The
performance is assessed by considering the time taken to converge
and the number of sample cases where the technique converges
to the GMPP. Simulation results indicate the improved performance
of the Simulated Annealing based GMPPT algorithm,
with arbitrarily selected parameters, in tracking to the global
maxima in a multiple module PV system which experiences
PSC. Experimental validation of the technique is presented
based on PV modules that experience non-uniform environmental
conditions. Additionally, studies regarding the influence of the key
parameters of the SA based algorithm are described. Simulation
and experimental results verify the effectiveness of the proposed
GMPPT method.
Item Details
Item Type: | Refereed Article |
---|---|
Keywords: | photovoltaic, simulated annealing |
Research Division: | Engineering |
Research Group: | Electronics, sensors and digital hardware |
Research Field: | Photovoltaic devices (solar cells) |
Objective Division: | Energy |
Objective Group: | Renewable energy |
Objective Field: | Solar-photovoltaic energy |
UTAS Author: | Lyden, S (Dr Sarah Lyden) |
ID Code: | 104498 |
Year Published: | 2016 |
Web of Science® Times Cited: | 169 |
Deposited By: | Engineering |
Deposited On: | 2015-11-12 |
Last Modified: | 2017-11-06 |
Downloads: | 0 |
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