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.
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References
Gulez, K., Mutoh, N., Ogata, M., Harashima, F., Ohnishi, K.: Source Current Type Active Filter Application With Double LISN For EMI Noise Problem In Induction Motor Control Systems. In: SICE Annual Conference International Conference on Instrumentation, Control and Information Technology, Osaka, Japan (2002)
Peng, F.Z., Kohata, M., Akagi, H.: Compensation Characteristics of Shunt Active and Series Active Filter. T.IEE Japan 110-D(1) (1993)
Ozenbough, R.L.: EMI Filter Design Second Edition Revised and Expanded. Mercel Dekker, Inc., New York (2001)
Gulez, K., Hiroshi, W., Harashima, F.: Design of ANN (Artificial Neural Networks) Fast Backpropagation Algorithm Gain Scheduling Controller of Active Filtering. TENCON 1, 307–312 (2000)
Farkas, T.: A Scientific Approach to EMI Reduction, M.S. Thesis, Massachusetts Institute of Technology, Cambridge, MA (August 1991)
Farkas, T.: Viability of Active EMI Filters for Utility Applications. IEEE Trans. On Power Electronics 9, 328–336 (1994)
MTE Corporation: EMI/RFI Filters, EMI Sources, Standards and Solutions Online Manual (2000)
MATLAB The Language of Technical Computing: Getting Started with MATLAB Version 7, The MathWorks Inc (MATLAB, Simulink, SimPowerSystems and Neural Network Toolbox are registred trademarks of The MathWorks Inc.)
SimPowerSystems For Use with Simulink: User’s Guide Version 4, Hydro-Québec TransÉnergie Technologies, The MathWorks Inc
Uzunoglu, M., Kızıl, A., Onar, O.C.: Her Yonu ile MATLAB 2e (Prificiency in MATLAB, 2e) (in Turkish). Turkmen Publication, Istanbul (2003)
Neural Network Toolbox: User’s Guide Version 4.0, The MathWorks Inc.
Karayiannis, N.B., Venetsanopoulas, A.N.: Artificial Neural Networks –Learning Algorithms, Performance Evaluation and Applications, pp. 161–195. Kluwer Academic Publishers, Dordrecht (1994)
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© 2005 Springer-Verlag Berlin Heidelberg
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Gulez, K., Uzunoglu, M., Onar, O.C., Vural, B. (2005). Power Op-Amp Based Active Filter Design with Self Adjustable Gain Control by Neural Networks for EMI Noise Problem. In: Huang, DS., Zhang, XP., Huang, GB. (eds) Advances in Intelligent Computing. ICIC 2005. Lecture Notes in Computer Science, vol 3644. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11538059_26
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DOI: https://doi.org/10.1007/11538059_26
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28226-6
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