Research of Switched Reluctance Generator Position Sensorless based on ANFIS by using Finite Element Analysis

被引:0
|
作者
zhi, Yi Ling [1 ]
mei, Peng Han [1 ]
Xiang, Liu [1 ]
ping, Wang Gen [2 ]
机构
[1] Xiangtan Univ, Coll Informat Engn, Xiangtan 411105, Hunan, Peoples R China
[2] Shenzhen Polytech, Dept Mech & Elect, Shenzhen 518055, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
ANFIS; SRG; Position Sensorless; Finite Element Analysis;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
A new method of SRG Position Sensorless based on Self-adaptive Fuzzy Neural Network by using Finite Element Analysis is proposed in this paper. Through current and magnetic linkage to get angle of SRG rotor position. so the nonlinear mapping of current-magnetic linkage-angle can be built. By training these sample data, the angle of SRG rotor position can replaced by the output of ANFIS, to achieve SRG Position Sensorless. Simulation results show that the error of between actual rotor position and estimate rotor position is small, SRG can commutate with great accuracy, the output voltage of SRG in variable-speed directly driven wind power generation systems is essentially constant, and SRG is working well.
引用
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页数:4
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