Estimation of Maximum Power Point of PV array using datasheet values for microgrid integration

The estimation of Maximum Power Point (MPP) of photovoltaic (PV) array is essential for integration of solar power to microgrid. This paper presents the estimation of Maximum Power Point of a solar photovoltaic array under different environmental conditions (i.e. different temperature and solar irradiation) using Levenberg Marquardt method. The estimation is done using the single diode based model parameters of photovoltaic (PV) module. The photovoltaic (PV) module parameters are estimated from the data sheet values given by manufacturer. The estimated Maximum Power Point (MPP) values of the PV array under different environmental condition are presented in the simulated current-voltage and power-voltage characteristics. It is demonstrated that the estimated MPP values of the PV array are nearly equal to simulated MPP values.

[1]  Peng Wang,et al.  Forecasting Power Output of Photovoltaic Systems Based on Weather Classification and Support Vector Machines , 2011, IEEE Transactions on Industry Applications.

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

[3]  Geoffrey R. Walker,et al.  Evaluating MPPT Converter Topologies Using a Matlab PV Model , 2000 .

[4]  Bidyadhar Subudhi,et al.  A Comparative Study on Maximum Power Point Tracking Techniques for Photovoltaic Power Systems , 2013, IEEE Transactions on Sustainable Energy.

[5]  Yuncong Jiang,et al.  Single-sensor multi-channel maximum power point tracking controller for photovoltaic solar systems , 2012 .

[6]  Ananth Ranganathan,et al.  The Levenberg-Marquardt Algorithm , 2004 .

[7]  A. Chatterjee,et al.  Identification of Photovoltaic Source Models , 2011, IEEE Transactions on Energy Conversion.

[8]  Pedro Rodriguez,et al.  PV panel model based on datasheet values , 2007, 2007 IEEE International Symposium on Industrial Electronics.

[9]  P.L. Chapman,et al.  Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques , 2007, IEEE Transactions on Energy Conversion.

[10]  J. A. Gow,et al.  Development of a photovoltaic array model for use in power-electronics simulation studies , 1999 .

[11]  A. E. Guile,et al.  Electrical power systems. Volume 2 , 1977 .

[12]  D. Chan,et al.  Analytical methods for the extraction of solar-cell single- and double-diode model parameters from I-V characteristics , 1987, IEEE Transactions on Electron Devices.

[13]  Ashfaq Husain Electrical Power Systems , 2007 .

[14]  Hao Yu,et al.  Levenberg—Marquardt Training , 2011 .