Title :
Combining Simplified Firefly and modified P&O algorithm for Maximum Power Point Tracking of photovoltaic system under Partial Shading Condition
Author :
Safarudin, Yanuar Mahfudz ; Priyadi, Ardyono ; Purnomo, Mauridhi Hery ; Pujiantara, Margo
Author_Institution :
Instrum., Meas., & Power Syst., Identification Lab., Inst. Teknol. Sepuluh Nopember, Surabaya, Indonesia
Abstract :
This paper proposes the combination of firefly and P&O algorithm to get both of its benefit. Simplified firefly algorithm used for escaping partial shading multi peaks condition due to Partial Shading Condition (PSC). When it goes yet to converge, the algorithm used is switched to faster modified P&O algorithm. This proposed algorithm is to obtain the optimal solution for Maximum Power-Point Tracking (MPPT) of Photovoltaic (PV) system under three shaded conditions. The simulation results are compared with traditional Perturbation and Observation (P&O) and Simplified Firefly Algorithm (SFA) to verify the proposed method performance. The main advantage of proposed algorithm is faster convergence and tracking speed compared to its previous method that is Simplified Firefly Algorithm (SFA).
Keywords :
maximum power point trackers; optimisation; solar cells; PSC; PV system maximum power point tracking; modified P&O algorithm; partial shading condition; partial shading multipeak condition; photovoltaic system MPPT; simplified firefly algorithm; Algorithm design and analysis; Mathematical model; Photovoltaic systems; Simulation; Solar energy; Steady-state; MPPT; P&O; PSC; PV systems; SFA;
Conference_Titel :
Intelligent Technology and Its Applications (ISITIA), 2015 International Seminar on
Conference_Location :
Surabaya
Print_ISBN :
978-1-4799-7710-9
DOI :
10.1109/ISITIA.2015.7219976