en Converters Converters Research Paper Research Paper <div style="text-align: justify;"><span style="font-family:Times New Roman;"><span style="font-size:14px;"><span style="color:#000000;">This article presents the implementation of an improved space vector pulse width modulation&nbsp; (SVPWM) technique based on neural network for a real two level voltage source inverter (VSI) realized in our Lab. The major goal of using this new technique is the amelioration of the voltage quality in the output of the VSI by decreasing the effect of the harmonics. The used technique has been simulated by MATLAB/Simulink and then implemented using a DSPACE card on a real two level VSI. The advantages of the used technique are shown by simulation and experiment results.</span></span></span></div> Space Vector Pulse Width Modulation, Two Level Voltage Source Inverter, Neural Network, DSPACE Card. 1793 1793 http://ijeee.iust.ac.ir/browse.php?a_code=A-10-3394-1&slc_lang=en&sid=1 Z. Boudjema hab0264@yahoo.fr 180031947532846009712 180031947532846009712 Yes Electrical Engineering Departement, Faculty of Technology, Hassiba Benbouali University, Chlef, Algeria. H. Benbouhenni habib0264@gmail.com 180031947532846009713 180031947532846009713 No Labo. LAAS, National Polytechnic School Maurice Audin, Oran, Algeria. A. Bouhani ha.ahmed@gmail.com 180031947532846009714 180031947532846009714 No Electrical Engineering Departement, Faculty of Technology, Hassiba Benbouali University, Chlef, Algeria. F Chabni f.chabni@gmail.com 180031947532846009715 180031947532846009715 No Electrical Engineering Departement, Faculty of Technology, Hassiba Benbouali University, Chlef, Algeria.