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Content Provider | IEEE Xplore Digital Library |
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Author | Gupta, N. Singh, S.P. Dubey, S.P. |
Copyright Year | 2010 |
Description | Author affiliation: Department of Electrical Engineering, Indian Institute of Technology, Roorkee-247667, INDIA (Gupta, N.; Singh, S.P.; Dubey, S.P.) |
Abstract | In this paper, a novel neural network based phase locked loop (PLL) less reference current computation method for active power filter (APF) control under non-ideal mains voltage conditions with different load condition is proposed. The neural network controller comprises two similar adaptive linear neurons (ADALINE), and it has been designed to extract fundamental frequency components from non-sinusoidal and unbalanced currents. The compensation process is based on sensing source currents only, without sensing source voltage and load currents, which gives more simplicity in control with less number of sensors. The APF realized by a current controlled IGBT based PWM-VSI bridges with a common dc bus capacitor. The proposed neural network compensation approach has been evaluated in simulations. The results show excellent performance, as well as robustness and usefulness under steady state and transient loading conditions. |
Starting Page | 936 |
Ending Page | 941 |
File Size | 693049 |
Page Count | 6 |
File Format | |
ISBN | 9781424450459 |
e-ISBN | 9781424450466 |
DOI | 10.1109/ICIEA.2010.5515690 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2010-06-15 |
Publisher Place | Taiwan |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Phase locked loops Active filters Current control Power quality Neural networks Voltage control Pulse width modulation Computer networks Programmable control Adaptive control power qaulity Active filter direct current control harmonics neural network hysteresis current contoller |
Content Type | Text |
Resource Type | Article |
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