Hierarchical neuro-fuzzy current control for a shunt active power filter

被引：12
|
作者：
Cagatay Bayindir, K. [1 ]
Ugras Cuma, M.
Tumay, Mehmet
机构：
[1] Cukurova Univ, Dept Elect Engn, Adana, Turkey
[2] Cukurova Univ, Dept Comp Engn, Adana, Turkey
来源：
NEURAL COMPUTING & APPLICATIONS | 2006年 / 15卷 / 3-4期
关键词：
hierarchical fuzzy control; ANFIS; neuro-fuzzy control; active power filter;
D O I：
10.1007/s00521-005-0024-8
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents the design of a hierarchical neuro-fuzzy current control scheme for a shunt active power filter compared with a single fuzzy controller scheme. A single fuzzy controller scheme is presented first and an ANFIS based neuro-fuzzy controller is connected hierarchically to the first one to improve the performance. Simulation results show that harmonic compensation is achieved with both schemes, however switching performance is superior for hierarchical scheme. The method of switching controller development in this paper is new and can be applied to other power electronic converter applications for improved performance.
引用
收藏
页码：223 / 238
页数：16
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