A Differential Evolution Tuned Nonlinear Backstepping Controller for Three-Phase Grid-Connected Photovoltaic System

被引:1
|
作者
Panwar, Aditi [1 ]
Kumar, Rajesh [1 ]
Mahmud, M. A. [2 ]
Saxena, Akash [3 ]
机构
[1] Malaviya Natl Inst Technol, Dept Elect Engn, Jaipur 302017, Rajasthan, India
[2] Deakin Univ, Sch Engn, Waurn Ponds, Vic 3216, Australia
[3] Swami Keshvanand Inst Technol, Dept Elect Engn, Jaipur 302017, Rajasthan, India
关键词
Differential evolution; gain optimization; nonlinear backstepping controller; grid-connected photovoltaic systems; GLOBAL OPTIMIZATION; DESIGN;
D O I
10.1109/WIECON-ECE52138.2020.9398029
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents an alternative technique to improve the gain tuning of nonlinear backstepping controller applied to three-phase grid-connected photovoltaic (PV) system in order to control active and reactive power fed into the grid. Gain parameters of nonlinear backstepping controllers play a key role in the convergence of currents corresponding to active and reactive power in grid-connected PV systems. The use of Differential Evolution (DE) optimization technique is proposed in this work, to obtain the optimised gain parameters while ensuring the fast convergence of errors associated with currents and this is done by minimizing the fitness function. Meanwhile, the gains are also optimised using an effective DE variant, differential evolution with composite trial vector generation strategies and control parameters (CoDE). The control parameter selection plays a vital role in the efficient performance of DE algorithm. However, the best choice of control parameters for optimum performance varies from problem to problem. Simulation studies are carried out to validate the effectiveness of the proposed scheme in terms of time responses (e.g., rise time, settling time, peak time, etc.)
引用
收藏
页码:174 / 177
页数:4
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