DocumentCode
3104984
Title
Distributed optimal reactive power dispatch based on parallel particle swarm optimisation algorithm
Author
Li, Y. ; Jiang, L. ; Wu, Q.H. ; Jiang, Q.Y. ; Cao, Y.J.
Author_Institution
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou
fYear
2008
fDate
1-4 Sept. 2008
Firstpage
1
Lastpage
5
Abstract
This paper presents a parallel particle swarm optimisation (PPSO) approach for solving the distributed optimal reactive power dispatch (ORPD) problem. The proposed method is a combination of parallel computation based on message passing interface (MPI) and particle swarm optimisation algorithm. After dividing a large scale power system into a group of small subsystems, ORPD problem of each subsystem is solved paralleled. Due to the size of each ORPD problem is reduced, it become easier to solve the optimization problem. Results from each subsystem will be combined together to find solution of whole system. The algorithm is evaluated on the IEEE 118 bus test system on two platforms: a PC cluster and a supercomputer. Test results show that the quality of solutions to the ORPD problems is improved and the calculation time can be reduced enormously so as to fulfill the practical requirement for potential application in power systems operation.
Keywords
distributed power generation; particle swarm optimisation; power generation dispatch; reactive power; IEEE 118 bus test system; PC cluster; distributed optimal reactive power dispatch; large scale power system; message passing interface; parallel computation; parallel particle swarm optimisation algorithm; power systems operation; supercomputer; Clustering algorithms; Computer interfaces; Concurrent computing; Large-scale systems; Message passing; Optimization methods; Particle swarm optimization; Power systems; Reactive power; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Universities Power Engineering Conference, 2008. UPEC 2008. 43rd International
Conference_Location
Padova
Print_ISBN
978-1-4244-3294-3
Electronic_ISBN
978-88-89884-09-6
Type
conf
DOI
10.1109/UPEC.2008.4651520
Filename
4651520
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