Maximum Power Point Tracking Control of PMSG Wind Turbine based on Action Dependent Heuristic Dynamic Programming

被引：0
|
作者：
Song, Shaojian [1 ]
Zhang, Feilong [1 ]
Liao, Bilian [1 ]
机构：
[1] Guangxi Univ, Sch Elect Engn, Nanning 530004, Peoples R China
来源：
INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4 | 2013年 / 241-244卷
关键词：
PMSG; MPPT; ADHDP; PID;
D O I：
10.4028/www.scientific.net/AMM.241-244.1098
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Wind turbine system with Permanent Magnet Synchronous Generator (PMSG) is a complex nonlinear system of multi-interference and strong coupling, so its accurate mathematical model is difficult to be built. Due to the randomness of the wind, traditional MD control is often hard to get satisfactory results in the Maximum Power Point Tracking (MPPT) control of the wind turbine. A new adaptive optimization control based on action dependent heuristic dynamic programming (ADHDP) is presented to control the stator current of PMSG. The stator current of the generator can adapt the change of the wind speed, so the MPPT of PMSG can be achieved. Simulation results in Matlab/Simulink show that the ADHIDP controller can get better performances than PID controller.
引用
收藏
页码：1098 / 1104
页数：7
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