Maximum power point tracking of grid connected photovoltaic system employing model predictive control

This paper presents a maximum power point tracking (MPPT) technique using model predictive control (MPC) for single phase grid connected photovoltaic (PV) systems. The technique exhibits fast convergence, which is ideal for rapidly varying environmental conditions such as changing temperature or insolation or changes in morphology of the PV array itself. The maximum power of PV system is tracked by a high gain DCDC converter and feeds to the grid through a seven-level inverter. Considering the stochastic behavior of the solar energy resources and the low conversion efficiency of PV cells, operation at the maximum possible power point is necessary to make the system economical. The main contribution of this paper is the development of incremental conductance (INC) method using two-step model predictive control. The multilevel inverter controller is based on fixed step current predictive control with small ripples and low total harmonic distortion (THD). The proposed MPC method for the grid connected PV system speeds up the control loop by sampling and predicting the error two steps before the switching signal is applied. As a result, more energy will be captured from the PV system and injected into grid particularly during partially cloudy sky. A comparison of the developed MPPT technique to the conventional INC method shows significant improvement in dynamic performance of the PV system. Implementation of the proposed predictive control is presented using the dSPACE DS1103.

[1]  P. T. Krein,et al.  Differential Power Processing for Increased Energy Production and Reliability of Photovoltaic Systems , 2013, IEEE Transactions on Power Electronics.

[2]  Yang Wang,et al.  Reliability Evaluation of Grid-Connected Photovoltaic Power Systems , 2012, IEEE Transactions on Sustainable Energy.

[3]  C.K. Duffey,et al.  Update of harmonic standard IEEE-519-IEEE Recommended Practices and Requirements for Harmonic Control in Electric Power Systems , 1989, Conference Record of the IEEE Industry Applications Society Annual Meeting,.

[4]  Robert S. Balog,et al.  Predicting Variability of High-Penetration Photovoltaic Systems in a Community Microgrid by Analyzing High-Temporal Rate Data , 2014, IEEE Transactions on Sustainable Energy.

[5]  H. A. Toliyat,et al.  A step-up/down three-phase resonant high-frequency AC-link inverter , 2013, 2013 Twenty-Eighth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[6]  S. Sajadian,et al.  Three-phase DC-AC converter with five-level four-switch characteristic , 2014, 2014 Power and Energy Conference at Illinois (PECI).

[7]  J. Fernando A. da Silva,et al.  Fast-Predictive Optimal Control of NPC Multilevel Converters , 2013, IEEE Transactions on Industrial Electronics.

[8]  Reza Ahmadi,et al.  Selective source power converter for improved photovoltaic power utilization , 2013, 2013 IEEE Power and Energy Conference at Illinois (PECI).

[9]  Dragan Maksimovic,et al.  Switching converters with wide DC conversion range , 1991 .

[10]  M. Hamzeh,et al.  A new control method in PV grid connected inverters for anti-islanding protection by impedance monitoring , 2008, 2008 11th Workshop on Control and Modeling for Power Electronics.

[11]  Robert S. Balog,et al.  Maximum Power Point Tracking using Model Predictive Control of a flyback converter for photovoltaic applications , 2014, 2014 Power and Energy Conference at Illinois (PECI).

[12]  F. Blaabjerg,et al.  Improved MPPT Algorithms for Rapidly Changing Environmental Conditions , 2006, 2006 12th International Power Electronics and Motion Control Conference.

[13]  Haitham Abu-Rub,et al.  Predictive current control of voltage-source inverters , 2004, IEEE Transactions on Industrial Electronics.

[14]  Marian P. Kazmierkowski,et al.  State of the Art of Finite Control Set Model Predictive Control in Power Electronics , 2013, IEEE Transactions on Industrial Informatics.

[15]  Mostafa Mosa,et al.  An improved MPPT technique for high gain DC-DC converter using model predictive control for photovoltaic applications , 2014, 2014 IEEE Applied Power Electronics Conference and Exposition - APEC 2014.

[16]  R. Ahmadi,et al.  Input voltage control of SEPIC for maximum power point tracking , 2013, 2013 IEEE Power and Energy Conference at Illinois (PECI).

[17]  P. T. Krein,et al.  Voltage-offset resistive control for DC-DC converters in photovoltaic applications , 2012, 2012 Twenty-Seventh Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

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

[19]  Haibing Hu,et al.  High Efficiency Dual-Mode Current Modulation Method for Low-Power DC/AC Inverters , 2014, IEEE Transactions on Power Electronics.

[20]  Patricio Cortes Estay,et al.  Predictive control of power converters and electrical drives , 2012 .

[21]  Robert S. Balog,et al.  Mitigating variability of high penetration photovoltaic systems in a community smart microgrid using non-flat photovoltaic modules , 2013, 2013 IEEE Energy Conversion Congress and Exposition.

[22]  S. Sajadian,et al.  Energy conversion unit with optimized waveform generation , 2013, 2013 IEEE Industry Applications Society Annual Meeting.

[23]  Jeffrey I Shavitz Charge it! , 2005, MGMA connexion.

[24]  Haiyu Zhang,et al.  AC-link, single-phase, photovoltaic Module Integrated Inverter , 2013, 2013 Twenty-Eighth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[25]  Yongping Yang,et al.  Forecasting Power Output of Photovoltaic Systems Based on Weather Classification and Support Vector Machines , 2012 .

[26]  A. Bidram,et al.  Control and Circuit Techniques to Mitigate Partial Shading Effects in Photovoltaic Arrays , 2012, IEEE Journal of Photovoltaics.

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

[28]  Shahrokh Farhangi,et al.  Comparison of z-source and boost-buck inverter topologies as a single phase transformer-less photovoltaic grid-connected power conditioner , 2006 .

[29]  Robert S. Balog,et al.  Experimental verification of energy harvest from non-planar photovoltaic surfaces , 2013, 2013 IEEE Energy Conversion Congress and Exposition.

[30]  M. Vitelli,et al.  Optimization of perturb and observe maximum power point tracking method , 2005, IEEE Transactions on Power Electronics.

[31]  Haitham Abu-Rub,et al.  Model Predictive Control of Multilevel Cascaded H-Bridge Inverters , 2010, IEEE Transactions on Industrial Electronics.