Maximum Power Point Tracking for Photovoltaic Optimization Using Ripple-Based Extremum Seeking Control

被引:233
作者
Brunton, Steven L. [1 ]
Rowley, Clarence W. [1 ]
Kulkarni, Sanjeev R. [1 ]
Clarkson, Charles [2 ]
机构
[1] Princeton Univ, Princeton, NJ 08544 USA
[2] ITT Geospatial Syst, Rochester, NY 14606 USA
关键词
Current control; control systems; DC-AC power conversion; extremum seeking control; inverters; optimization methods; photovoltaic power systems; SYSTEMS; MPPT; PERTURB; ARRAYS; PANELS;
D O I
10.1109/TPEL.2010.2049747
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:2531 / 2540
页数:10
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