Design of Neural Hysteris Band PWM Current Controller

This paper presents a neural network based current controller for a voltage source inverter. A fixed band hysteresis pulse width modulation controller is realized through an artificial neural network. A feed forward multilayer neural network is used for this purpose. The performance of the proposed...

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Bibliographische Detailangaben
Hauptverfasser:	Yadaiah, N., Priya, A.K., Das, G.T.R.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Artificial neural networks Feedforward neural networks Feeds Hysteresis Hysteresis band Multi-layer neural network Neural networks Pulse width modulation Pulse width modulation inverters PWM controller Space vector pulse width modulation Voltage control Voltage source inverter
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Beschreibung
Zusammenfassung:	This paper presents a neural network based current controller for a voltage source inverter. A fixed band hysteresis pulse width modulation controller is realized through an artificial neural network. A feed forward multilayer neural network is used for this purpose. The performance of the proposed neural hysteresis band pulse width modulation controller is compared with that of conventional hysteresis band pulse width modulation controller
DOI:	10.1109/ICIEA.2006.257207