Title :
Application of Accelerated Particle Swarm Optimization to multi level diode clamped inverter
Author :
Sreedhar, Madichetty ; Dasgupta, Avirup
Author_Institution :
Sch. of Electr. Eng., KIIT Univ., Bhubaneswar, India
Abstract :
Multidimensional scaling is a technique for exploratory analysis of multidimensional data, whose essential part is optimization of a function possessing many adverse properties including multi objectivities, multimodality, and non differentiability etc.,. In this paper, global optimization algorithms for multi Objective problems are chosen for different kind of problems especially in the power Industry. Accelerated Particle Swarm Optimization Technique (APSO) is a global optimization algorithm applied to the single phase three level and three phase three level diode clamped multi level inverter, in which Total Harmonic Distortion (THD) is taken as an objective function. Different optimized pulse patterns are obtained by the Accelerated particle swarm optimization technique (APSO), these multi level inverters are simulated in MATLAB and results are shown to be better than recently reported work.
Keywords :
electricity supply industry; harmonic distortion; invertors; mathematics computing; particle swarm optimisation; APSO; Matlab; THD; accelerated particle swarm optimization; function possessing optimization; global optimization algorithms; multi level diode clamped inverter; multidimensional data; multidimensional scaling; multimodality; non differentiability; power Industry; total harmonic distortion; Capacitors; Equations; Harmonic analysis; Inverters; Particle swarm optimization; Power harmonic filters; Switches; Application of Accelerated Particle Swarm Optimization; Computational Intelligence; Multi Level Inverter; Neutral Point Clamped Inverter;
Conference_Titel :
Power Electronics (IICPE), 2012 IEEE 5th India International Conference on
Conference_Location :
Delhi
Print_ISBN :
978-1-4673-0931-8
DOI :
10.1109/IICPE.2012.6450396