Fuzzy Logic Based MPPT for Photovoltaic Modules Influenced by Solar Irradiation and Cell Temperature

This paper presents fuzzy based perturb and observe maximum power point tracking in solar panel. The solar system is modelled and analysed in MATLAB/SIMULINK. The photovoltaic panel has an optimal operating voltage where the PV panel can produce maximum power at this particular point. Due to the nonlinearity of the voltage-current characteristic in solar panel, it is difficult to determine analytically the maximum power operating voltage that varies with the change of solar irradiance and cell temperature. Maximum power point tracking (MPPT) is implemented to identify the maximum power operating point, subsequently regulate the solar panel to operate at that particular operating voltage for maximum power gaining. Perturb and observe (P&O) MPPT and fuzzy based optimized P&O MPPT are developed and the performances of both controllers are examined at variable solar irradiances at different temperatures. Simulation results show that fuzzy based P&O MPPT has better performance where it can facilitate the solar panel to produce a more stable power.

[1]  Djamila Rekioua,et al.  Fuzzy logic control of stand-alone photovoltaic system with battery storage , 2009 .

[2]  Piazza Leonardo da Vinci,et al.  Energy comparison of MPPT techniques for PV Systems , 2008 .

[3]  Andres Barrado,et al.  Review of the maximum power point tracking algorithms for stand-alone photovoltaic systems , 2006 .

[4]  C. Larbes,et al.  Maximum power point tracking using a fuzzy logic control scheme , 2007 .

[5]  T. Senjyu,et al.  Feedforward maximum power point tracking of PV systems using fuzzy controller , 2002 .

[6]  Kenneth Tze Kin Teo,et al.  Control and optimization of fuzzy based maximum power point tracking in solar photovoltaic system , 2010 .

[7]  Huan-Liang Tsai Insolation-oriented model of photovoltaic module using Matlab/Simulink , 2010 .

[8]  Marcelo Gradella Villalva,et al.  Comprehensive Approach to Modeling and Simulation of Photovoltaic Arrays , 2009, IEEE Transactions on Power Electronics.

[9]  A. Kunakorn,et al.  Grid-connected Photovoltaic System with Maximum Power Point Tracking using Self-Organizing Fuzzy Logic Controller , 2005, TENCON 2005 - 2005 IEEE Region 10 Conference.

[10]  G. Adamidis,et al.  Photovoltaic system MPPTracker investigation and implementation using DSP engine and buck - boost DC-DC converter , 2008, 2008 13th International Power Electronics and Motion Control Conference.

[11]  Sheng-Yuan Ou,et al.  Analysis and research on maximum power point tracking of photovoltaic array with Fuzzy Logic Control and Three-point Weight Comparison Method , 2010 .