DocumentCode
468668
Title
Optimization method for generating SHEPWM switching patterns using chaotic ant colony algorithm applied to three-level NPC inverter
Author
Hu, Cungang ; Wang, Qunjing ; Jiang, Weidong ; Chen, Quan ; Xia, Qiushi
Author_Institution
Hefei Univ. of Technol., Hefei
fYear
2007
fDate
8-11 Oct. 2007
Firstpage
149
Lastpage
153
Abstract
This paper introduces an optimization method of the selective harmonic elimination (SHE) technology using chaotic ant colony algorithm applied to neutral-point-clamped (NPC) three-level inverter. The method needs not to preset the initial values when solving the SHEPWM nonlinear and transcendental equations with ant colony algorithm. A scaleable chaotic search algorithm is embedded into a modified version of a special ant colony optimization algorithm. The scaleable search technology helps the ant colony algorithm to avoid dropping into local optima. And it also helps to improve the accuracy of the solution. Simulation and experimental results demonstrate the validity of SHEPWM switching patterns using Chaotic Ant Colony Algorithm applied to Three-level NPC Inverter.
Keywords
harmonic analysis; invertors; optimisation; switching; NPC; SHEPWM switching; ant colony algorithm; chaotic algorithm; neutral-point-clamped; optimization method; selective harmonic elimination technology; three-level inverter; transcendental equations; Ant colony optimization; Automation; Chaos; Harmonic analysis; Nonlinear equations; Optimization methods; Pulse width modulation; Pulse width modulation inverters; Space vector pulse width modulation; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Machines and Systems, 2007. ICEMS. International Conference on
Conference_Location
Seoul
Print_ISBN
978-89-86510-07-2
Electronic_ISBN
978-89-86510-07-2
Type
conf
Filename
4412159
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