Title :
Hybrid maximum power point tracking technique based on PSO and incremental conductance
Author :
Abdulkadir, Musa ; Yatim, A.H.M.
Author_Institution :
Dept. of Electr. Power Syst., Univ. Teknol. Malaysia, Skudai, Malaysia
Abstract :
This paper presents a control method proposed for power optimization in photovoltaic system. This is to ensure that power generated is maximized under different conditions. Due to partial shading conditions, the power-voltage characteristics exhibit multiple local maxima; one of such phenomena is the global maximum. Such conditions are very challenging for maximum power point tracking (MPPT) technique to locate the global maximum. Many tracking algorithms have been proposed for this purpose. One of the most commonly used techniques is the incremental conductance. In this paper, a hybrid MPPT technique combining particle swarm optimization and incremental conductance for photovoltaic system is proposed. Initially, the incremental conductance method is employed to locate the nearest local maximum; then, the PSO method is used to search for the global maximum point. The advantage of using the proposed hybrid method is that the searching area of the PSO is reduced, and hence, the time that is required for convergence greatly reduced. The excellent performance of the proposed method is verified by comparing it against the conventional PSO method using simulation model. The results show better response time of the proposed system.
Keywords :
maximum power point trackers; particle swarm optimisation; photovoltaic power systems; power generation control; PSO; hybrid MPPT technique; hybrid maximum power point tracking technique; incremental conductance; partial shading conditions; particle swarm optimization; photovoltaic system; power optimization; power-voltage characteristics; tracking algorithms; Hybrid power systems; Integrated circuit modeling; Mathematical model; Maximum power point trackers; Photovoltaic cells; Photovoltaic systems; Hybrid; Maximum Power Point Tracking (MPPT); Partial Shading; Photovoltaic (PV);
Conference_Titel :
Energy Conversion (CENCON), 2014 IEEE Conference on
Conference_Location :
Johor Bahru
DOI :
10.1109/CENCON.2014.6967514