Artificial Intelligent Systems and Machine Learning

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Predictability and Control of Harmonics in PWM Inverters Using Back Propagation Network


Affiliations
1 Department of Electrical & Electronics Engineering, Kongu Engineering College, Perundurai, Erode, India
2 Jeppiar Engineering College, Chennai, India
3 Department of Electronics Engineering, Kongu Engineering College, Perundurai, Erode, India
     

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The harmonics in power system increases as the number of non linear loads increases. The monitoring and control of harmonics is the tedious and time consuming task in the development of drives for industrial applications. The identification of harmonics plays the role of designing efficient harmonic controller. Such intelligent harmonic controller is designed and simulated using feed forward neural network.

Keywords

PWM Inverter, Harmonics, BPN Algorithm and Space Vector Modulation.
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  • Predictability and Control of Harmonics in PWM Inverters Using Back Propagation Network

Abstract Views: 231  |  PDF Views: 3

Authors

K. Gomathi
Department of Electrical & Electronics Engineering, Kongu Engineering College, Perundurai, Erode, India
S. Sellakumar
Jeppiar Engineering College, Chennai, India
K. R. Valluvan
Department of Electronics Engineering, Kongu Engineering College, Perundurai, Erode, India

Abstract


The harmonics in power system increases as the number of non linear loads increases. The monitoring and control of harmonics is the tedious and time consuming task in the development of drives for industrial applications. The identification of harmonics plays the role of designing efficient harmonic controller. Such intelligent harmonic controller is designed and simulated using feed forward neural network.

Keywords


PWM Inverter, Harmonics, BPN Algorithm and Space Vector Modulation.