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Harmonic Elimination and Reactive Power Compensation with a Novel Control Algorithm based Active Power Filter
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  • Journal title : Journal of Power Electronics
  • Volume 15, Issue 6,  2015, pp.1619-1627
  • Publisher : The Korean Institute of Power Electronics
  • DOI : 10.6113/JPE.2015.15.6.1619
 Title & Authors
Harmonic Elimination and Reactive Power Compensation with a Novel Control Algorithm based Active Power Filter
Garanayak, Priyabrat; Panda, Gayadhar;
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This paper presents a power system harmonic elimination using the mixed adaptive linear neural network and variable step-size leaky least mean square (ADALINE-VSSLLMS) control algorithm based active power filter (APF). The weight vector of ADALINE along with the variable step-size parameter and leakage coefficient of the VSSLLMS algorithm are automatically adjusted to eliminate harmonics from the distorted load current. For all iteration, the VSSLLMS algorithm selects a new rate of convergence for searching and runs the computations. The adopted shunt-hybrid APF (SHAPF) consists of an APF and a series of 7th tuned passive filter connected to each phase. The performance of the proposed ADALINE-VSSLLMS control algorithm employed for SHAPF is analyzed through a simulation in a MATLAB/Simulink environment. Experimental results of a real-time prototype validate the efficacy of the proposed control algorithm.
Adaptive linear neural network;Digital control;Harmonic elimination;Shunt-hybrid active power filter;Variable step-size leaky least mean square;
 Cited by
An adaptive linear neural network with least mean M-estimate weight updating rule employed for harmonics identification and power quality monitoring, Transactions of the Institute of Measurement and Control, 2017, 014233121769540  crossref(new windwow)
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