DocumentCode :
2500240
Title :
Design of a MIMO controller for a multimodul Dc-Dc converter based on Particle Swarm Optimized neural network
Author :
Jasour, Ashkan M Z ; Khazraei, Mostafa ; Rahmati, Abdolreza
Author_Institution :
IRAN Univ. of Sci. & Technol., Tehran
fYear :
2008
fDate :
1-3 Dec. 2008
Firstpage :
224
Lastpage :
230
Abstract :
Different kinds of multi-module DC-DC converters have been introduced to obviate demands for different level of voltage and power in input and output. The suitable control scheme for this type of converter necessitates equal voltage sharing for series connected modules and equal current sharing for the parallel connected modules for all operating conditions even with existence of dissimilarity in devices and components used in each module. Such a control scheme can be designed by means of linear controllers. But in the case of large variations in the parameters or considerable difference between modules of converter, linear scheme cannot accomplish equal sharing correctly. In this paper a MIMO controller scheme based on artificial neural network (ANN) will be developed to solve this problem in an input-series and output-parallel (ISOP) DC-DC converter. The proposed MIMO controller is trained using Particle Swarm Optimization (PSO). Using PSO to train the ANN based controller, eliminates the need for a prior knowledge of the system dynamics. The latter merit shows its significant usefulness when the under study system is a large multi-module system and consequently the derivation if its dynamic equations is a tedious and time consuming work. To implement the proposed controller for the ISOP converter MATLAB software will be used in this paper.
Keywords :
DC-DC power convertors; MIMO systems; neurocontrollers; particle swarm optimisation; ISOP converter MATLAB software; MIMO controller; artificial neural network; input-series-output-parallel DC-DC converter; linear controllers; multimodule DC-DC converter; parallel connected modules; particle swarm optimized neural network; series connected modules; Artificial neural networks; Control systems; DC-DC power converters; Design optimization; Equations; MATLAB; MIMO; Neural networks; Particle swarm optimization; Voltage control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Conference, 2008. PECon 2008. IEEE 2nd International
Conference_Location :
Johor Bahru
Print_ISBN :
978-1-4244-2404-7
Electronic_ISBN :
978-1-4244-2405-4
Type :
conf
DOI :
10.1109/PECON.2008.4762475
Filename :
4762475
Link To Document :
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