The Transactions of the Korean Institute of Electrical Engineers A (대한전기학회논문지:전력기술부문A)

The Korean Institute of Electrical Engineers (대한전기학회)
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An Efficient Implementation of Optimal Power Flow using the Alternating Direction Method

Alternating Direction Method를 이용한 최적조류계산의 분산처리

  • 김호웅 (홍익대 전기제어공학과 석사) ;
  • 박만근 (홍익대 전기제어공학과) ;
  • 김발호 (홍익대학교 전기제어공학과)
  • Published : 1999.11.01
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Abstract

This paper presents a mathematical decomposition coordination method to implementing the distributed optimal power flow (OPF), wherein a regional decomposition technique is adopted to parallelize the OPT. The proposed approach is based on the Alternating Direction Method (ADM), a variant of the conventional Augmented Lagrangian approach, and makes it possible the independent regional AC-OPF for each control area while the global optimum for the entire system is assured. This paper is an extension of our previous work based on the auxiliary problem principle (APP). The proposed approach in this paper is a completely new one, however, in that ADM is based on the Proximal Point Algorithm which has long been recognized as one of the attractive methods for convex programming and min-max-convex-concave programming. The proposed method was demonstrated with IEEE 50-Bus system.

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References

  1. IEEE Transactions on Power Apparatus and Systems v.100 no.4 Constrained economic dispatch of multi-area systems using Dantzig-Wolfe decomposition principle R. Romano;Victor H. Quintana;R. Lopez;V. Valadez
  2. Paper 94 SM-596-7 PWRS presented at the IEEE Power Engineering Society 1994 Summer Meeting Parallel solution of large-sparse matrix and parallel power flow J.Q. Wu;A. Bose
  3. IEEE Transactions on Power Systems v.7 no.2 Parallel processing in power systems computation Task Force of the Computer and Analytical Methods Subcommittee of the Power System engineering Committee
  4. Paper 94 SM-596-7 PWRS presented at the IEEE Power Engineering Society 1994 Summer Meeting Distrubuted price-directive decomposition applications in power systems R.P Sundarraj;S. Kingsley Gnanendran;J.K. Ho
  5. IEEE Transactions on Power Systems v.12 no.2 Coarse-grained distributed optimal power flow Balho H. Kim;Ross Baldick
  6. IEEE Transactions on Power Systems Multi-Area Coordinated Decentralized DC Optimal Power Flow A. J. Conejo;J. A. Aguado
  7. IEEE/PES Summer Meeting A Fast Distributed Implementation of Optical Power Flow Ross Baldick;Balho H. Kim;Craig Chase
  8. Journal of Opimization Theory and Applications v.80 no.1 Parallel alternating derection multiplier decomposition of convex programs J. Eckstein
  9. Mathematical Programming v.55 no.3 On the douglasrachford splitting method and the proximal point algorithm for maximal monotone operators J. Eckstein;P.D. Bertsekas
  10. GAMS User's Guide Anthony Brooke;David Kendrick;Alexander Meeraus