EFFICIENT DSP-BASED REAL-TIME IMPLEMENTATION OF ANFIS REGULATOR FOR SINGLE-PHASE POWER FACTOR CORRECTOR

被引:0
|
作者
Latreche, Samia [1 ]
Bouafassa, Amar [2 ]
Babes, Badreddine [3 ]
Aissa, Oualid [4 ]
机构
[1] Univ Setif 1, Technol Fac, Elect Engn Dept, Automat Lab Setif, Setif, Algeria
[2] Natl Polytech Sch Constantine, LGEPC Lab, Constantine, Algeria
[3] Res Ctr Ind Technol CRTI, Algiers, Algeria
[4] Univ Bordj Bou Arreridj, Fac Sci & Technol, LPMRN Lab, El Anceur, Algeria
关键词
Active power factor correction (A-PFC) converter; Adaptive neural-fuzzy inference system (AN-FIS); Predictive current controller; dSPACE card 1104; CONTROLLER; DESIGN;
D O I
10.59277/RRST-EE.2024.69.2.4
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As a widely used technology, active power factor corrector (A-PFC) circuits face many control challenges, such as nonlinearity and uncertainties. With more and more power electrical appliances that are connected to the utility grid, the A-PFC is for the task of improving the power quality (PQ) to meet the requirement of the international standards, and this results in great challenges for keeping the total harmonic distortion (THD) as long as a power factor in the desired ranges. To this end, this paper focuses on the simulation and real-time implementation of a combined adaptive neural-fuzzy inference system (ANFIS) and predictive current controller for a single-phase PFC rectifier. The proposed control method has a simple, low-cost structure for better response and robustness. The performance of the proposed control approach was evaluated in real-time based on the dSPACE 1104 digital signal processor for different reference and load conditions. The results obtained from simulation and experimental tests validate the superiority of the proposed approach by evidencing a unity power factor, lower THD, fast dynamic response, and robustness against fast load and output voltage variations.
引用
收藏
页码:141 / 146
页数:6
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