ANFIS based AZSPWM methods for reduction common mode voltage in asynchronous motor drive

نویسندگان

چکیده

<div class="keywords">Space vector pulse width modulation (SVPWM) is a popular technique in the field of variable frequency induction motor drives. It gives better working and good direct current bus utilization comparison to sinusoidal PWM (SPWM) method. However, it decreases harmonic fluctuations generates high common mode voltage (CMV) fluctuations, which results currents inside motor. Hence, performance may be deteriorated. To reduce CMV, this paper presents family active zero state (AZSPWM) methods using an adaptive neuro-fuzzy interference system (ANFIS). The proposed approach uses five-layer hybrid learning algorithm for training network. data obtained from classical SVPWM analyze methods, simulation carried out MATLAB evaluated.</div>

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ژورنال

عنوان ژورنال: International Journal of Applied Power Engineering

سال: 2022

ISSN: ['2252-8792', '2722-2624']

DOI: https://doi.org/10.11591/ijape.v11.i4.pp319-324