Title :
Comparison of the Perturb and Observe and simulated annealing approaches for maximum power point tracking in a photovoltaic system under partial shading conditions
Author :
Lyden, S. ; Haque, Md Enamul
Author_Institution :
Sch. of Eng. & ICT, Univ. of Tasmania, Hobart, TAS, Australia
Abstract :
Due to the low efficiency of Photovoltaic (PV) cells, it is essential that PV systems are operated optimally to ensure that maximum power is available from the system under changing conditions. Tracking of this Maximum Power Point (MPP) becomes more complicated when multiple PV modules connected in series and parallel arrangements experience Partial Shading Conditions (PSC). This paper proposes a Global Maximum Power Point Tracking (GMPPT) technique based on the optimization technique of Simulated Annealing (SA) to track the Global MPP (GMPP) of PV modules under PSC. The performance of the SA algorithm is compared against the Perturb and Observe technique to show its improved performance in tracking to the GMPP for a two module system.
Keywords :
maximum power point trackers; photovoltaic power systems; simulated annealing; GMPPT technique; PSC; PV cells; PV modules; PV systems; global MPP; global maximum power point tracking technique; optimization technique; partial shading conditions; perturb and observe technique; photovoltaic cells; simulated annealing; two module system; Cooling; Mathematical model; Power measurement; Temperature distribution; Temperature measurement; Voltage measurement;
Conference_Titel :
Energy Conversion Congress and Exposition (ECCE), 2014 IEEE
Conference_Location :
Pittsburgh, PA
DOI :
10.1109/ECCE.2014.6953736