Power Op-Amp based active filter design with self adjustable gain control by neural networks for EMI noise problem

Kayhan Gulez; Mehmet Uzunoglu; Omer Caglar Onar; Bulent Vural

doi:10.1007/11538059_26

Power Op-Amp based active filter design with self adjustable gain control by neural networks for EMI noise problem

Kayhan Gulez, Mehmet Uzunoglu, Omer Caglar Onar, Bulent Vural

Research output: Contribution to journal › Conference article › peer-review

Abstract

An induction motor control system fed by an AC/DC rectifier and a DC/AC inverter group is a nonlinear and EMI generating load causes harmonic distortions and EMI noise effects in power control systems. In this paper, a simulation model is designed for the control circuit and the harmonic effects of the nonlinear load are investigated using FFT analyses. Also, the EMI noise generated by the switching-mode power electronic devices measured using high frequency spectrum scopes. An LISN based active filter is used to damp the harmonic distortions and EMI noises in the simulation environment. Neural network based control system is used to tune the power op-amp gain of series active filter to obtain the voltage value stability at the equipment side as well.

Original language	English
Pages (from-to)	243-252
Number of pages	10
Journal	Lecture Notes in Computer Science
Volume	3644
Issue number	PART I
DOIs	https://doi.org/10.1007/11538059_26
State	Published - 2005
Externally published	Yes
Event	International Conference on Intelligent Computing, ICIC 2005 - Hefei, China Duration: Aug 23 2005 → Aug 26 2005

Funding

Acknowledgment. The research carried out by the support of Scientific Research Coordinatorship of Yildiz Technical University for the research projects numbered 24-04-02-01 and 24-04-02-03. The authors are thankful for the support of Scientific Research Coordinatorship of Yildiz Technical University.

Funders	Funder number
Yildiz Teknik Üniversitesi	24-04-02-01, 24-04-02-03

Access to Document

10.1007/11538059_26

Cite this

@article{47f5ddb7fd654ac48e55695cbed21bfd,

title = "Power Op-Amp based active filter design with self adjustable gain control by neural networks for EMI noise problem",

abstract = "An induction motor control system fed by an AC/DC rectifier and a DC/AC inverter group is a nonlinear and EMI generating load causes harmonic distortions and EMI noise effects in power control systems. In this paper, a simulation model is designed for the control circuit and the harmonic effects of the nonlinear load are investigated using FFT analyses. Also, the EMI noise generated by the switching-mode power electronic devices measured using high frequency spectrum scopes. An LISN based active filter is used to damp the harmonic distortions and EMI noises in the simulation environment. Neural network based control system is used to tune the power op-amp gain of series active filter to obtain the voltage value stability at the equipment side as well.",

author = "Kayhan Gulez and Mehmet Uzunoglu and Onar, {Omer Caglar} and Bulent Vural",

year = "2005",

doi = "10.1007/11538059_26",

language = "English",

volume = "3644",

pages = "243--252",

journal = "Lecture Notes in Computer Science",

issn = "0302-9743",

number = "PART I",

note = "International Conference on Intelligent Computing, ICIC 2005 ; Conference date: 23-08-2005 Through 26-08-2005",

}

TY - JOUR

T1 - Power Op-Amp based active filter design with self adjustable gain control by neural networks for EMI noise problem

AU - Gulez, Kayhan

AU - Uzunoglu, Mehmet

AU - Onar, Omer Caglar

AU - Vural, Bulent

PY - 2005

Y1 - 2005

N2 - An induction motor control system fed by an AC/DC rectifier and a DC/AC inverter group is a nonlinear and EMI generating load causes harmonic distortions and EMI noise effects in power control systems. In this paper, a simulation model is designed for the control circuit and the harmonic effects of the nonlinear load are investigated using FFT analyses. Also, the EMI noise generated by the switching-mode power electronic devices measured using high frequency spectrum scopes. An LISN based active filter is used to damp the harmonic distortions and EMI noises in the simulation environment. Neural network based control system is used to tune the power op-amp gain of series active filter to obtain the voltage value stability at the equipment side as well.

AB - An induction motor control system fed by an AC/DC rectifier and a DC/AC inverter group is a nonlinear and EMI generating load causes harmonic distortions and EMI noise effects in power control systems. In this paper, a simulation model is designed for the control circuit and the harmonic effects of the nonlinear load are investigated using FFT analyses. Also, the EMI noise generated by the switching-mode power electronic devices measured using high frequency spectrum scopes. An LISN based active filter is used to damp the harmonic distortions and EMI noises in the simulation environment. Neural network based control system is used to tune the power op-amp gain of series active filter to obtain the voltage value stability at the equipment side as well.

UR - http://www.scopus.com/inward/record.url?scp=27144501689&partnerID=8YFLogxK

U2 - 10.1007/11538059_26

DO - 10.1007/11538059_26

M3 - Conference article

AN - SCOPUS:27144501689

SN - 0302-9743

VL - 3644

SP - 243

EP - 252

JO - Lecture Notes in Computer Science

JF - Lecture Notes in Computer Science

IS - PART I

T2 - International Conference on Intelligent Computing, ICIC 2005

Y2 - 23 August 2005 through 26 August 2005

ER -

Power Op-Amp based active filter design with self adjustable gain control by neural networks for EMI noise problem

Abstract

Funding

Access to Document

Other files and links

Fingerprint

Cite this