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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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