Harmonic detection using fuzzy LMS algorithm for active power filter

8th International Power Engineering Conference, IPEC 2007

Volumn , Issue , 2007, Pages 1065-1069

  Qu, Yiiong ^a   Tan, Weipu ^a   Dong, Yimai ^a   Yang, Yihan ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

Author keywords

Active power filter; Adaptive filter; Fuzzy rule based; Harmonic current detection

Indexed keywords

ACTIVE FILTERS; BOOLEAN FUNCTIONS; COMPUTATIONAL METHODS; COMPUTER NETWORKS; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; ELECTRIC FILTERS; FUZZY LOGIC; HARMONIC ANALYSIS; LEARNING ALGORITHMS; POWER CONVERTERS; WAVE FILTERS;

ACTIVE POWER FILTER; ADAPTIVE FILTER; FUZZY RULE BASED; HARMONIC CURRENT DETECTION; HARMONIC CURRENTS;

PARAMETER ESTIMATION;

EID: 51349123911     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. H. Akagi, "New trends in active filters for power conditioning," IEEE Trans. Ind. Applicat., vol. 32, pp. 1312-1322, Nov. 1996.
2. Oran. Brigham. E, "The Fast Fourier Transform and its applications", Prentice-Hall International, 1988.
3. T. Tanaka and H. Akagi, "A new method of harmonic power detection based on the instantaneous active power in three-phase circuits," IEEE Tans. Power Delivery, vol. 10, pp. 1737-1742, Oct 1995.
4. Shiguo Luo and Zhencheng Hou, "An adaptive detecting method for harmonic and reactive currents," IEEE Trans. Ind. Electron, vol. 42 pp. 85-89, Feb 1995.
5. Qun Wang, Ning Wu, and Zhaoan Wang, "A neuron adaptive detecting approach of harmonic current for APF and its realization of analog circuit," IEEE Trans. Ins. Measure, vol. 50, pp. 77-84, Feb 2001.
6. A. H. Sayed, "Fundamentals of Adaptive Filtering," New York: Wiley, 2003.
7. W. S. Gan, "Designing a fuzzy step size LMS algorithm," IEE Pro.-Vis. Image Signal Process, vol. 144, pp. 261-266, Oct 1997.
8. C. Von Altrock, "Fuzzy Logic and Neurofuzzy Applications Explained." Englewood Cliffs, NJ: Prentice-Hall, 1995.
9. R. H. Kwong and E. W. Johnston, "A variable step size LMS," algorithm IEEE Trans. Signal Process., vol. 40, no. 7, pp. 1633-1642, Jul. 1992.