DocumentCode
1204375
Title
Application of clustering and factorisation tree techniques for parallel solution of sparse network equations
Author
Bialek, J. ; Grey, D.J.
Author_Institution
Sci. Lab., Durham Univ., UK
Volume
141
Issue
6
fYear
1994
fDate
11/1/1994 12:00:00 AM
Firstpage
609
Lastpage
616
Abstract
Through the use of diakoptical techniques it is possible to solve the network equations for a power system using a parallel computer architecture. Traditional parallel solution techniques give an unimpressive return on investment as more processors are applied to the problem owing to unacceptably large sequential sections of the algorithm and ill-balanced computational loads. The paper analyses the diakoptical method using the factorisation tree as a tool. New algorithms are proposed for network splitting, node ordering and load balancing between processors. This, in connection with a novel recursively parallel solution algorithm, gives improved speedup over the conventional parallel solution method. Simulation results are presented which confirm the usefulness of the method
Keywords
digital simulation; parallel processing; power system analysis computing; trees (mathematics); clustering technique; diakoptical techniques; factorisation tree technique; ill-balanced computational loads; load balancing; network equations; network splitting; node ordering; parallel computer architecture; recursively parallel solution algorithm;
fLanguage
English
Journal_Title
Generation, Transmission and Distribution, IEE Proceedings-
Publisher
iet
ISSN
1350-2360
Type
jour
DOI
10.1049/ip-gtd:19941289
Filename
335084
Link To Document