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  • 标题:Accurate and Efficient Derivative-Free Three-Phase Power Flow Method for Unbalanced Distribution Networks
  • 本地全文:下载
  • 作者:Oscar Danilo Montoya ; Juan S. Giraldo ; Luis Fernando Grisales-Noreña
  • 期刊名称:Computation
  • 电子版ISSN:2079-3197
  • 出版年度:2021
  • 卷号:9
  • 期号:6
  • 页码:61
  • DOI:10.3390/computation9060061
  • 出版社:MDPI Publishing
  • 摘要:The power flow problem in three-phase unbalanced distribution networks is addressed in this research using a derivative-free numerical method based on the upper-triangular matrix. The upper-triangular matrix is obtained from the topological connection among nodes of the network (i.e., through a graph-based method). The main advantage of the proposed three-phase power flow method is the possibility of working with single-, two-, and three-phase loads, including Δ- and Y-connections. The Banach fixed-point theorem for loads with Y-connection helps ensure the convergence of the upper-triangular power flow method based an impedance-like equivalent matrix. Numerical results in three-phase systems with 8, 25, and 37 nodes demonstrate the effectiveness and computational efficiency of the proposed three-phase power flow formulation compared to the classical three-phase backward/forward method and the implementation of the power flow problem in the DigSILENT software. Comparisons with the backward/forward method demonstrate that the proposed approach is 47.01%, 47.98%, and 36.96% faster in terms of processing times by employing the same number of iterations as when evaluated in the 8-, 25-, and 37-bus systems, respectively. An application of the Chu-Beasley genetic algorithm using a leader–follower optimization approach is applied to the phase-balancing problem utilizing the proposed power flow in the follower stage. Numerical results present optimal solutions with processing times lower than 5 s, which confirms its applicability in large-scale optimization problems employing embedding master–slave optimization structures.
  • 关键词:banach fixed-point theorem; three-phase power flow formulation; upper-triangular representation; recursive formulation; genetic algorithm; phase-balancing banach fixed-point theorem ; three-phase power flow formulation ; upper-triangular representation ; recursive formulation ; genetic algorithm ; phase-balancing
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