Title :
Maximum Power Point Tracking for Photovoltaic Optimization Using Ripple-Based Extremum Seeking Control
Author :
Brunton, Steven L. ; Rowley, Clarence W. ; Kulkarni, Sanjeev R. ; Clarkson, Charles
Author_Institution :
Princeton Univ., Princeton, NJ, USA
Abstract :
This study develops a maximum power point tracking algorithm that optimizes solar array performance and adapts to rapidly varying irradiance conditions. In particular, a novel extremum seeking (ES) controller that utilizes the natural inverter ripple is designed and tested on a simulated solar array with a grid-tied inverter. The new algorithm is benchmarked against the perturb and observe (PO) method using high-variance irradiance data gathered on a rooftop array experiment in Princeton, NJ. The ES controller achieves efficiencies exceeding 99% with transient rise-time to the maximum power point of less than 0.1 s. It is shown that voltage control is more stable than current control and allows for accurate tracking of faster irradiance transients. The limitations of current control are demonstrated in an example. Finally, the effect of capacitor size on the performance of ripple-based ES control is investigated.
Keywords :
electric current control; invertors; maximum power point trackers; photovoltaic power systems; power generation control; voltage control; ES controller; PO method; Princeton-NJ; current control; grid-tied inverter; high-variance irradiance data; inverter ripple; irradiance conditions; maximum power point tracking algorithm; perturb and observe method; photovoltaic optimization; ripple-based extremum seeking control; rooftop array experiment; simulated solar array; solar array performance; transient rise-time; voltage control; Capacitors; Control systems; Inverters; Photovoltaic systems; Power system modeling; Solar energy; Solar power generation; Switching converters; Voltage; Wind power generation; Current control; DC--AC power conversion; control systems; extremum seeking control; inverters; optimization methods; photovoltaic power systems;
Journal_Title :
Power Electronics, IEEE Transactions on
DOI :
10.1109/TPEL.2010.2049747