Comparative analysis of MPPT algorithms bio-inspired by grey wolves employing a feed-forward control loop in a three-phase grid-connected photovoltaic system

被引:22
作者
Sampaio, Leonardo Poltronieri [1 ]
da Rocha, Maykon Vichoski [1 ]
Oliveira da Silva, Sergio Augusto [1 ]
Takami de Freitas, Marcelo Hideo [1 ]
机构
[1] Fed Univ Technol UTFPR CP, Dept Elect Engn, Ave Alberto Carazzai 1640, BR-86300000 Cornelio Procopio, PR, Brazil
关键词
photovoltaic power systems; invertors; power grids; maximum power point trackers; power generation control; voltage control; feedforward; comparative analysis; grey wolves; feed-forward control loop; three-phase grid-connected photovoltaic system; photovoltaic systems; PV arrays; partial shading conditions; traditional techniques; maximum power point tracking; global maximum power point; GMPP; MPPT techniques bio-inspired; grey wolf optimisation; GWO-Beta; GWO-IC; three-phase inverter; DC-bus voltage regulation; MPPT algorithms dynamics; MPPT algorithms; incremental conductance; GWO-P&O technique; double-stage three-phase grid-connected PV system; double-stage PV systems; slow dynamic behaviour; FFCL; solar irradiance; POWER POINT TRACKING; P-AND-O; GENERATION; CONVERTER; COLONY; PSO; MODULES;
D O I
10.1049/iet-rpg.2018.5941
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
It is well-known that performance of photovoltaic (PV) systems can be severely deteriorated when PV arrays are subjected to partial shading conditions, once the traditional techniques used for maximum power point tracking (MPPT) could not operate in the global maximum power point (GMPP). Thus, to overcome this problem and achieve the GMPP, four MPPT techniques bio-inspired in the grey wolf optimisation (GWO) are presented. These MPPT techniques, which are named as GWO, GWO-Beta, GWO-IC (Incremental Conductance), and GWO-P&O (Perturb and Observe), are evaluated and compared to each other by employing a double-stage three-phase grid-connected PV system, which is composed of DC/DC converter and three-phase inverter. Commonly, the DC-bus voltage regulation of double-stage PV systems presents slow dynamic behaviour to avoid disturbances in the currents injected into the grid. As a result, MPPT algorithms suffer with this problem since they must be executed considering this condition. To overcome this problem, a feed-forward control loop (FFCL) is implemented to improve the DC-bus voltage regulation during abrupt solar irradiance changes, as well as accelerating the MPPT algorithms dynamics. By means of extensive experimental and simulation results, the performance and effectiveness of the four MPPT techniques, as well as the FFCL, are evaluated.
引用
收藏
页码:1379 / 1390
页数:12
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