NDLI: A novel LS-SVM generalized inverse control of three-phase active power filter based on improved adaptive harmonic detection

Content Provider	IEEE Xplore Digital Library
Author	Zhenhua Shao Chong Chen Yanwei Huang
Copyright Year	2010
Description	Author affiliation: Department of Electrical Engineering and Automation, Fuzhou University, Fujian province, china (Zhenhua Shao; Chong Chen; Yanwei Huang)
Abstract	Aiming at the problem that the traditional control has a limited control bandwidth and delays in digital implementation, a novel generalized inverse control of three-phase active power filter is studied in this paper. And the generalized inverse system can be approximated by LS-SVM due to the fast operational speed of LS-SVM. On the other hand, since the traditional algorithm has slow convergence rate and that the adaptive method with LPF has the drawback of slow dynamic response; an improved adaptive method for harmonic detecting based on integrated mean value is researched in this paper. In order to have a good linearization control effect, the generalized pseudo-linear system can be obtained by internal model and the generalized inverse system. At last, the simulation results show that a good steady-state performance and a rapid transient response can be obtained under the improved method.
Starting Page	452
Ending Page	455
File Size	1110737
Page Count	4
File Format	PDF
ISBN	9781424479573
e-ISBN	9781424479580
DOI	10.1109/CMCE.2010.5610101
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-08-24
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Adaptive harmonic detection LS-SVM Active Power Filter (APF) Generalized inverse control Internal model control Indexes
Content Type	Text
Resource Type	Article

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