APPLICATION OF CLUSTERING AND FACTORIZATION TREE TECHNIQUES FOR PARALLEL SOLUTION OF SPARSE NETWORK EQUATIONS

Authors
Citation
J. Bialek et Dj. Grey, APPLICATION OF CLUSTERING AND FACTORIZATION TREE TECHNIQUES FOR PARALLEL SOLUTION OF SPARSE NETWORK EQUATIONS, IEE proceedings. Generation, transmission and distribution, 141(6), 1994, pp. 609-616
Citations number
20
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
13502360
Volume
141
Issue
6
Year of publication
1994
Pages
609 - 616
Database
ISI
SICI code
1350-2360(1994)141:6<609:AOCAFT>2.0.ZU;2-L
Abstract
Through the use of diakoptical techniques it is possible to solve the network equations for a power system using a parallel computer archite cture. Traditional parallel solution techniques give an unimpressive r eturn on investment as more processors are applied to the problem owin g to unacceptably large sequential sections of the algorithm and ill-b alanced computational loads. The paper analyses the diakoptical method using the factorisation tree as a tool. New algorithms are proposed f or network splitting, node ordering and load balancing between process ors. This, in connection with a novel recursively parallel solution al gorithm, gives improved speedup over the conventional parallel solutio n method. Simulation results are presented which confirm the usefulnes s of the method.