Distributed price-directive decomposition applications in power systems operations

A number of important problems in the area of power systems operations and planning can be modeled as optimization problems that are amenable to solution by decomposition techniques. A major drawback on large problems, however, is that computer run times are often long, thereby limiting the utility...

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Veröffentlicht in:IEEE Transactions on Power Systems 1995-08, Vol.10 (3), p.1350-1360
Hauptverfasser: Sundarraj, R.P., Gnanendran, S.K., Ho, J.K.
Format: Artikel
Sprache:eng
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Zusammenfassung:A number of important problems in the area of power systems operations and planning can be modeled as optimization problems that are amenable to solution by decomposition techniques. A major drawback on large problems, however, is that computer run times are often long, thereby limiting the utility of this approach for real-time operations. Using the constrained economic dispatch model as a case study, this paper demonstrates that distributed decomposition on a hypercube multiprocessor can be extremely effective in controlling the growth in run times as problem size is increased.< >
ISSN:0885-8950
1558-0679
DOI:10.1109/59.466518