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Stochastic network constrained hydro-thermal scheduling using a linearized progressive hedging algorithm

Sammendrag

A method for solving the stochastic network constrained hydro-thermal scheduling problem based on the progressive hedging algorithm (PHA) is presented. The quadratic penalty terms in the PHA are dynamically linearized to retain a linear problem structure. Furthermore, a technique for efficient treatment of linear power flow constraints in scenario-based decomposition methods is proposed and tested. The method is applied to a case study, emphasizing on computational performance. It is demonstrated how the PHA convergence properties can be compared with those of the multi-stage Benders decomposition method by using bounds.

Kategori

Vitenskapelig artikkel

Oppdragsgiver

  • Research Council of Norway (RCN) / 225873

Språk

Engelsk

Forfatter(e)

Institusjon(er)

  • SINTEF Energi AS / Energisystemer

År

2016

Publisert i

Energy Systems, Springer Verlag

ISSN

1868-3967

Forlag

Springer

Årgang

7

Hefte nr.

4

Side(r)

585 - 600

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