Title :
Global maximum power point tracking algorithm for photovoltaic systems under partial shading conditions
Author :
Nasir, Mashood ; Zia, Muhammad Fahad
Author_Institution :
Dept. of Inf. & Syst., Univ. of Manage. & Technol., Lahore, Pakistan
Abstract :
This paper presents a novel algorithm for tracking the true maximum power point (MPP) for a photovoltaic (PV) system under partial shading conditions using variable step size. At uniform irradiance, due to nonlinear VI characteristics of PV array, there exists a unique MPP at which the solar array produces the maximum output power. However, under partial shading conditions, there exist multiple peaks on VI and PV characteristics that give rise to local and global MPP´s. In order to obtain the optimum output, global MPP must be tracked via an intelligent algorithm capable of distinction between local and global maximum power points. Further, the proposed algorithm must be robust and exhibiting fast response to ambient conditions. In this paper, a Photovoltaic system is explicitly modeled and by modifying the existing Perturbation and Observation (P&O) algorithm, a robust, optimized and efficient algorithm for the global maximum power point tracking (GMPPT) is formulated. The proposed algorithm is an extension of commonly used P&O method in which variable step size ensure fast convergence to GMPPT and power measurement of the PV array avoids false readings. Simulation results show that the newly formed algorithm has a greater degree of accuracy at constant and varying changing irradiance level under partial shading.
Keywords :
maximum power point trackers; perturbation techniques; photovoltaic power systems; power measurement; global maximum power point tracking algorithm; intelligent algorithm; maximum output power; partial shading conditions; perturbation and observation algorithm; photovoltaic systems; power measurement; solar array; uniform irradiance; variable step size; Algorithm design and analysis; Arrays; Heuristic algorithms; Robustness; Temperature; Tracking; Voltage control; Maximum Power Point Tracking (MPPT); Partial Shading; Perturbation and Observation (P&O); Rapidly Changing Irradiance;
Conference_Titel :
Power Electronics and Motion Control Conference and Exposition (PEMC), 2014 16th International
Conference_Location :
Antalya
DOI :
10.1109/EPEPEMC.2014.6980572