DocumentCode :
2457464
Title :
Artificial immune system based DSTATCOM control for an electric ship power system
Author :
Mitra, Pinaki ; Venayagamoorthy, Ganesh K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Missouri Univ. of Sci. & Technol., Rolla, MO
fYear :
2008
fDate :
15-19 June 2008
Firstpage :
718
Lastpage :
723
Abstract :
Distribution static compensator (DSTATCOM) is a shunt compensation device which is generally used to solve power quality problems in distribution systems. In an all-electric ship power system, these power quality problems mainly arise due to the pulsed loads, which causes the degradation of the entire system performance. This paper presents the application of DSTATCOM to improve the power quality in a ship power system during and after pulsed loads. The control strategy of the DSTATCOM plays an important role in maintaining the voltage at the point of common coupling. A novel adaptive control strategy for the DSTATCOM based on artificial immune system (AIS) is proposed. The optimal parameters of the controller are first found using particle swarm optimization. This provides a sort of innate immunity to common system disturbances. For unusual system disturbances, these optimal parameters are modified online, thus providing adaptive immunity in the control system. To evaluate the performance of the DSTATCOM and the AIS adaptive controller, a ship power system is developed in the MATLAB/SIMULINK environment. The effectiveness of the DSTATCOM and the AIS controller is examined for pulsed loads of different magnitudes and durations.
Keywords :
adaptive control; distribution networks; optimal control; particle swarm optimisation; power supply quality; ships; static VAr compensators; DSTATCOM control; adaptive control strategy; artificial immune system; control system; distribution static compensator; distribution systems; electric ship power system; particle swarm optimization; power quality problems; shunt compensation device; Adaptive control; Artificial immune systems; Control systems; Marine vehicles; Optimal control; Power quality; Power system control; Power systems; Programmable control; Pulse power systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics Specialists Conference, 2008. PESC 2008. IEEE
Conference_Location :
Rhodes
ISSN :
0275-9306
Print_ISBN :
978-1-4244-1667-7
Electronic_ISBN :
0275-9306
Type :
conf
DOI :
10.1109/PESC.2008.4592014
Filename :
4592014
Link To Document :
بازگشت