Low Cost Implementation of Artificial Neural Network Based Space Vector Modulation

Erfidan, Tarık; Butun, Erhan

doi:10.1007/11539117_31

Cited by 2 publications

(2 citation statements)

References 3 publications

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“…PWM signals are used for modulating the time duration of the pulses to provide a compensation current in opposition the current harmonics present at PCC [10]. The ANNSVPWM measures the amplitude and angle of the reference frame to generate the gating pulses.…”

Section: Artificial Neural Network Based Space Vector Pwmmentioning

confidence: 99%

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Modified Synchronous Reference Frame Based Harmonic Extraction for Shunt Active Filter

Kumar

Gopalakrishnan

2015

IJPEDS

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<p>This paper presents the modified synchronous reference frame based Shunt Active Filter (SAF) for the instantaneous compensation of harmonic current present at the Point of Common Coupling. The harmonics generated by the non linear load are extracted using the positive frame and negative frame of the input signal using the modified synchronous reference frame theory with extended Multiple Reference Frame based PLL (EMRFPLL). Based on the harmonics extracted, pulse width modulation signals are generated using Artificial Neural Network based Space Vector Pulse width Modulation technique (ANNSVPWM). Using this switching technique the losses can be reduced and compensation can be done more accurately The concept was verified using MATLAB / Simulink Simulation and the results confirm the THD at point of common coupling is below the required standards.</p>

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Section: Artificial Neural Network Based Space Vector Pwmmentioning

confidence: 99%

“…The reference current in two axis is transformed in to three axes by reverse Clarke transformation as given in equations (8) to (10).…”

Section: Modified Synchronous Reference Frame Based Pllmentioning

confidence: 99%

Modified Synchronous Reference Frame Based Harmonic Extraction for Shunt Active Filter

Kumar

Gopalakrishnan

2015

IJPEDS

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Digital implementation of modified phase locked loop based harmonic extraction for shunt active filter

Kumar¹,

Gopalakrishnan²

2018

J. vibroeng.

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Abstract. This paper presents a digital implementation of modified synchronous reference frame in which the Phase Locked Loop (PLL) is customized to get the angle for the reference frames from the supply voltage by Enhanced Phase Locked Loop (EPLL). The extracted harmonics currents are given to an Artificial Neural Network based Space Vector Pulse Width Modulation (ANNSVPWM) which has better switching control and reduced stress on the switches to cancel the distortions at the Point of Common Coupling (PCC). The algorithm was modelled and simulated by Matlab/Simulink to validate the results. The experimental verification is carried on Field Programmable Gate Array (FPGA) Spartan board to check the effectiveness of the control strategy being implemented and the results conclude that the Total Harmonic Distortion (THD) values are below the required levels of power quality standards.

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Low Cost Implementation of Artificial Neural Network Based Space Vector Modulation

Cited by 2 publications

References 3 publications

Modified Synchronous Reference Frame Based Harmonic Extraction for Shunt Active Filter

Modified Synchronous Reference Frame Based Harmonic Extraction for Shunt Active Filter

Digital implementation of modified phase locked loop based harmonic extraction for shunt active filter

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