An Estimator of Solar Irradiance in Photovoltaic Arrays With Guaranteed Stability Properties

被引:29
作者
Carrasco, Miguel [1 ]
Mancilla-David, Fernando [1 ]
Ortega, Romeo [2 ]
机构
[1] Univ Colorado, Dept Elect Engn, Denver, CO 80217 USA
[2] LSS, F-91192 Gif Sur Yvette, France
关键词
Nonlinear parametrization; parameter estimation; photovoltaic (PV) power systems; renewable energy; solar radiation; NEURAL-NETWORK; POWER; GENERATION; MODEL;
D O I
10.1109/TIE.2013.2281154
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Photovoltaic cells are characterized via a static relationship that describes their current-voltage relationship. This relationship is a complicated implicit algebraic equation that depends, in a nonlinear way, on two critical uncertain parameters: temperature and solar irradiance. The efficient operation of the panel relies on the knowledge of these key parameters. While it is technologically feasible to measure the former, a sensor for the latter is usually expensive and difficult to calibrate. In this paper, we propose a globally convergent estimator for solar irradiance which is developed using the principles of immersion and invariance recently reported in the control literature. To design the estimator, a suitable reparameterization of the current-voltage characteristic, which effectively exhibits a monotonic behavior, is introduced. The approach is validated through detailed computer simulations and experimental prototyping using real outdoor measurements.
引用
收藏
页码:3359 / 3366
页数:8
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