DocumentCode
3211949
Title
Real Time Implementation of an Artificial Immune System Based Controller for a DSTATCOM in an Electric Ship Power System
Author
Mitra, Pinaki ; Venayagamoorthy, Ganesh K.
Author_Institution
Real-Time Power & Intell. Syst. Lab., Missouri Univ. of Sci. & Technol., Rolla, MO
fYear
2008
fDate
5-9 Oct. 2008
Firstpage
1
Lastpage
8
Abstract
A new adaptive control strategy based on artificial immune system (AIS) for a DSTATCOM in an electric ship power system is presented in this paper. DSTATCOM is a shunt compensation device, which can be used to improve the power quality during the pulse power requirements in a naval shipboard system. The role of DSTATCOM controller is very important to meet this objective. In this paper, the DSTATCOM controller parameters are first tuned by particle swarm optimization (PSO) technique, so that it can provide innate immunity to common system disturbances. Then, these optimum parameters are modified online by an artificial immune system (AIS), which provides adaptive immunity to unusual system disturbances. To evaluate the performance of the proposed control strategy, a simplified model of the ship system consisting of a 45 MVA main generator, a 5 MVA auxiliary generator and a 36 MW propulsion motor is simulated in a real-time environment. The effectiveness of the PSO and AIS based adaptive controller is demonstrated on a real time digital simulator based test system for pulsed loads of different magnitudes and durations.
Keywords
adaptive control; artificial immune systems; electric propulsion; military equipment; particle swarm optimisation; power systems; ships; static VAr compensators; DSTATCOM; adaptive control; apparent power 45 MVA; apparent power 5 MVA; artificial immune system; auxiliary generator; electric ship power system; main generator; naval shipboard system; particle swarm optimization; power 36 MW; power quality; propulsion motor; pulse power requirements; real time digital simulator; real time implementation; shunt compensation device; Adaptive control; Artificial immune systems; Control systems; Marine vehicles; Particle swarm optimization; Power quality; Power system control; Power systems; Pulse power systems; Real time systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Industry Applications Society Annual Meeting, 2008. IAS '08. IEEE
Conference_Location
Edmonton, Alta.
ISSN
0197-2618
Print_ISBN
978-1-4244-2278-4
Electronic_ISBN
0197-2618
Type
conf
DOI
10.1109/08IAS.2008.151
Filename
4658939
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