DocumentCode :
3362609
Title :
FPGA based selective harmonic elimination pulse width modulation technique
Author :
Saied, Basil M. ; Dawwd, Shefa A. ; Al-Soufi, Ahmad S.
Author_Institution :
Electr. Eng. Dept., Univ. of Mosul, Mosul, Iraq
fYear :
2009
fDate :
15-17 Nov. 2009
Firstpage :
1
Lastpage :
6
Abstract :
The paper presents a reliable method to generate on line pulse width modulation (PWM) signals with selected harmonic elimination (SHE) by using field programmable gate array (FPGA). These signals is used to drive voltage source inverter. Due to the complexity of solving the nonlinear equations, and impossibility to achieve the solution in real time and on line, therefore the solution is obtained off line for wide range of modulation index and as a results a huge of switching data to produce PWM patterns. These data are trained by implementing artificial neural networks (ANN). Then the ANN is hardwarely implemented by using an FPGA. The utilization of FPGA to ANN becomes very attractive since it allows fast hardware design and modification at low costs. This will enable to use SHEPWM to be applied on real time and on line. The details of the implementation on FPGA are described.
Keywords :
PWM invertors; field programmable gate arrays; harmonics suppression; neural nets; power engineering computing; ANN; FPGA-based selective harmonic elimination; artificial neural networks; field programmable gate array; modulation index; nonlinear equations; pulse width modulation technique; voltage source inverter; Artificial neural networks; Field programmable gate arrays; Modulation coding; Nonlinear equations; Pulse generation; Pulse width modulation; Pulse width modulation inverters; Signal generators; Space vector pulse width modulation; Voltage; FPGA; SHEPWM; VHDL; VSI;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Design and Test Workshop (IDT), 2009 4th International
Conference_Location :
Riyadh
Print_ISBN :
978-1-4244-5748-9
Type :
conf
DOI :
10.1109/IDT.2009.5404137
Filename :
5404137
Link To Document :
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