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5      Overview of Maximum Power



                        Point Tracking Techniques for


                        Photovoltaic Energy

                        Production Systems




                        Eftichios Koutroulis and Frede Blaabjerg



            CONTENTS
            Abstract ............................................................................................................................................91
            5.1   Introduction .............................................................................................................................92
            5.2   Operation and Modeling of PV Modules and Arrays .............................................................95
            5.3   MPPT Methods for PV Arrays Operating under Uniform Solar Irradiation Conditions ........96
                5.3.1   Constant-Voltage and Constant-Current MPPT ..........................................................97
                5.3.2   Perturbation and Observation MPPT ..........................................................................97
                5.3.3   Incremental-Conductance MPPT ................................................................................99
                5.3.4   Model-Based MPPT .................................................................................................100
                5.3.5   Artificial Intelligence–Based MPPT .........................................................................101
                5.3.6   Single-Sensor MPPT ................................................................................................102
                5.3.7   MPPT Methods Based on Numerical Optimization Algorithms ..............................103
                5.3.8   Ripple Correlation Control (RCC) MPPT ................................................................105
                5.3.9   Extremum Seeking Control (ESC) MPPT ................................................................106
                5.3.10   MPPT Based on Sliding-Mode Control ....................................................................107
                5.3.11   Comparison of MPPT Methods for Uniform Solar Irradiation Conditions ..............107
            5.4   MPPT Methods for PV Arrays Operating under Nonuniform Solar Irradiation Conditions .....110
                5.4.1   PV Array Reconfiguration ........................................................................................110
                5.4.2   Evolutionary MPPT Algorithms ...............................................................................110
                5.4.3   MPPT Methods Based on Numerical Optimization Algorithms ..............................112
                5.4.4   Stochastic and Chaos-Based MPPT Algorithms .......................................................113
                5.4.5   Distributed MPPT .....................................................................................................113
                5.4.6   Other Global MPPT Methods ...................................................................................116
                5.4.7  Comparison of Global MPPT Methods for Nonuniform Solar Irradiation
                      Conditions .................................................................................................................118
            5.5   Simulation Examples ............................................................................................................119
            5.6   Summary ...............................................................................................................................122
            References ......................................................................................................................................125


            ABSTRACT

            A substantial growth of the installed photovoltaic (PV) systems capacity has occurred around the
            world during the last decade, thus enhancing the availability of electric energy in an environmen-
            tally friendly way. The maximum power point tracking (MPPT) technique enables to maximize the
            energy production of PV sources, despite the stochastically varying solar irradiation and ambient

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