Application of SPEA2 and Monte-Carlo Simulation in Correlation of Specific Values to Multi-objective Optimal Allocations of SVRs

DOI Web Site Web Site 1 Citations 20 References

Bibliographic Information

Other Title
  • ＳＶＲの多目的最適配置に対するＳＰＥＡ２と指定値の相関を考慮したモンテカルロシミュレーションの適用
  • SVR ノ タモクテキ サイテキ ハイチ ニ タイスル SPEA2 ト シテイチ ノ ソウカン オ コウリョ シタ モンテカルロシミュレーション ノ テキヨウ

Search this article

Abstract

This paper proposes an efficient multi-objective meta-heuristics (MOMH) for optimal allocation of step voltage regulators. The step voltage regulators (SVRs) deal with the voltage deviations in distribution networks. Recently, the deregulated and competitive power markets bring about uncertainties such as load growths and output of renewable energy like wind power generators, etc. This paper considers the uncertainties in Monte-Carlo-simulation-based method. Also, this paper makes use of improved the strength pareto evolutionary algorithm (SPEA2) for the problems efficiently. It has the remarkable accuracy and the diversity of the solution sets in MOMH. Therefore, it allows system planners to evaluate with many high quality solutions. The proposed method is successfully applied to a sample system.

Journal

Citations (1)*help

See more

References(20)*help

See more

Keywords

Details 詳細情報について

Report a problem

Back to top