Neuro Fuzzy Logic Controlled Parallel Resonance Type Fault Current Limiter to Improve the Fault Ride Through Capability of DFIG Based Wind Farm

被引:37
作者
Islam, Rashidul [1 ]
Hasan, Jakir [1 ]
Shipon, Rezaur Rahman [1 ]
Sadi, Mohammad Ashraf Hossain [2 ]
Abuhussein, Ahmed [3 ]
Roy, Tushar Kanti [4 ]
机构
[1] Rajshahi Univ Engn & Technol, Dept Elect & Elect Engn, Rajshahi 6204, Bangladesh
[2] Univ Cent Missouri, Coll Hlth Sci & Technol, Warrensburg, MO 64093 USA
[3] Gannon Univ, Dept Elect & Comp Engn, Erie, PA 16541 USA
[4] Rajshahi Univ Engn & Technol, Dept Elect & Telecommun Engn, Rajshahi 6204, Bangladesh
关键词
Doubly fed induction generators; Fuzzy logic; Fault current limiters; Wind farms; Mathematical model; Power system stability; Software; Doubly fed induction generator (DFIG); fault ride through (FRT); fuzzy logic controller (FLC); neuro fuzzy logic controller (NFLC); parallel resonance fault current limiter (PRFCL); LOW-VOLTAGE RIDE; TRANSIENT STABILITY AUGMENTATION; FED INDUCTION GENERATOR; HYBRID POWER-SYSTEM; DYNAMIC-BEHAVIOR; ENHANCEMENT; TURBINE; IMPLEMENTATION; RESTORER;
D O I
10.1109/ACCESS.2020.3000462
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Doubly fed induction generators (DFIGs) are vulnerable to grid related electrical faults. Standards require DFIGs to be disconnected from the grid unless augmented with a fault ride through (FRT) capability. A fault current limiter (FCL) can enhance the overall stability of wind farms and allow them to maintain grid-code requirements. In this paper, a neuro fuzzy logic controlled parallel resonance type fault current limiter (NFLC-PRFCL) is proposed to enhance the FRT capability of the DFIG based wind farm. Theoretical and graphical analysis of the proposed method are carried out by MATLAB/Simulink software. The performance of the NFLC-PRFCL is compared with other documented FCL devices, e.g., the bridge type fault current limiter (BFCL) and the series dynamic braking resistor (SDBR). The performance of the NFLC-PRFCL is also compared with that of the existing fuzzy logic controlled parallel resonance fault current limiter (FLC-PRFCL). From the simulation results, it is found that the NFLC-PRFCL outperforms its competitors and enables the DFIG to maintain a near-seamless performance during various fault events.
引用
收藏
页码:115314 / 115334
页数:21
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