Power op-amp based active filter design with self adjustable gain control by neural networks for EMI noise problem in induction motor control systems

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

Power op-amp based active filter design with self adjustable gain control by neural networks for EMI noise problem in induction motor control systems

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

Research output: Contribution to conference › Paper › 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 at the inverter output side 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	3272-3277
Number of pages	6
State	Published - 2005
Externally published	Yes
Event	SICE Annual Conference 2005 - Okayama, Japan Duration: Aug 8 2005 → Aug 10 2005

Conference

Conference	SICE Annual Conference 2005
Country/Territory	Japan
City	Okayama
Period	08/8/05 → 08/10/05

Keywords

Active Filtering
EMI/EMC
Harmonics
LISN
Neural Networks
Power Control System

Cite this

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title = "Power op-amp based active filter design with self adjustable gain control by neural networks for EMI noise problem in induction motor control systems",

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 at the inverter output side 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.",

keywords = "Active Filtering, EMI/EMC, Harmonics, LISN, Neural Networks, Power Control System",

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

year = "2005",

language = "English",

pages = "3272--3277",

note = "SICE Annual Conference 2005 ; Conference date: 08-08-2005 Through 10-08-2005",

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TY - CONF

T1 - Power op-amp based active filter design with self adjustable gain control by neural networks for EMI noise problem in induction motor control systems

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 at the inverter output side 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 at the inverter output side 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.

KW - Active Filtering

KW - EMI/EMC

KW - Harmonics

KW - LISN

KW - Neural Networks

KW - Power Control System

UR - http://www.scopus.com/inward/record.url?scp=33645320832&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:33645320832

SP - 3272

EP - 3277

T2 - SICE Annual Conference 2005

Y2 - 8 August 2005 through 10 August 2005

ER -

Power op-amp based active filter design with self adjustable gain control by neural networks for EMI noise problem in induction motor control systems

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Keywords

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