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
相关论文
共 50 条
  • [1] Hierarchical neuro-fuzzy current control for a shunt active power filter
    K. Çağatay Bayındır
    M. Uğraş Cuma
    Mehmet Tümay
    Neural Computing & Applications, 2006, 15 : 223 - 238
  • [2] POWER QUALITY IMPROVEMENT BASED ON SHUNT ACTIVE FILTER FOR HARMONIC SUPPRESSION USING NEURO-FUZZY
    Thangaraj, Rammohan
    Shanmugam, Sathish Kumar
    Muthusamy, Sivachitra
    Vijayakumar, Radhamani
    Aiyappan, Asha
    Manoharan, Hariprabhu
    COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES, 2021, 74 (08): : 1203 - 1212
  • [3] Neuro-Fuzzy Control System for Active Filter with Load Adaptation
    Husev, Oleksandr
    Ivanets, Sergey
    Vinnikov, Dmitri
    2011 7TH INTERNATIONAL CONFERENCE-WORKSHOP COMPATIBILITY AND POWER ELECTRONICS (CPE), 2011, : 28 - 33
  • [4] Comparison of Fuzzy Logic and Neuro Fuzzy Controller for Shunt Active Power Filter
    Pedapenki, Kishore Kumar
    Gupta, S. P.
    Pathak, Mukesh Kumar
    2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN), 2015, : 1247 - 1250
  • [5] Performance Analysis of Artificial Neural Network and Neuro-Fuzzy Controlled Shunt Hybrid Active Power Filter for Power Conditioning
    Somlal, Jarupula
    Rao, M. Venu Gopala
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SOFT COMPUTING SYSTEMS, ICSCS 2015, VOL 1, 2016, 397 : 287 - 302
  • [6] Fuzzy logic based indirect current control of the shunt active power filter
    Farrokhi, M
    Jamali, S
    Mousavi, SA
    UPEC 2004: 39th International Universitities Power Engineering Conference, Vols 1-3, Conference Proceedings, 2005, : 489 - 493
  • [7] A neuro-fuzzy control of a dc shunt motor
    Khalifa, I.H.
    El-Husban, A.N.
    Saleh, M.H.
    Proceedings of the Universities Power Engineering Conference, 2000,
  • [8] Predictive current control of a shunt active power filter
    Massoud, AM
    Finney, SJ
    Williams, BW
    PESC 04: 2004 IEEE 35TH ANNUAL POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-6, CONFERENCE PROCEEDINGS, 2004, : 3567 - 3572
  • [9] A Direct Current Control of Shunt Active Power Filter
    Hong Qiu
    Yin Zhongdong
    Liu Qiao
    Shan Renzhong
    ICEET: 2009 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENT TECHNOLOGY, VOL 2, PROCEEDINGS, 2009, : 7 - +
  • [10] The Research on H∞ Control and Fuzzy Control in Shunt Active Power Filter
    Liu, Ruiye
    Zhang, Yuhao
    Wu, Xiaodong
    2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7, 2009, : 1484 - 1487
12345