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Transmission expansion planning optimization by adaptive multi-operator evolutionary algorithms

机译:自适应多运营商进化算法优化变速箱扩展计划

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This paper proposes a new evolutionary algorithm to solve transmission expansion planning problems in electric power systems. In order to increase the robustness of the search process and to facilitate its use by planners on different networks and operation conditions, the proposed method uses multi-operators and a mechanism for dynamic adaptation of the selection probabilities of these operators. Two sets of search operators are proposed: evolutionary and specialized. The mathematical formulation considers a DC network model including transmission losses and the "N-1" deterministic criterion. The proposed method is applied to a well known academic test system and a configuration of the Brazilian network. (C) 2015 Elsevier B.V. All rights reserved.
机译:本文提出了一种新的进化算法来解决电力系统中的输电扩展规划问题。为了提高搜索过程的鲁棒性并便于计划人员在不同的网络和操作条件下使用,该方法使用了多个算子和一种动态调整这些算子选择概率的机制。提出了两组搜索运算符:进化搜索和专业搜索。数学公式考虑了包含传输损耗和“ N-1”确定性标准的DC网络模型。所提出的方法被应用于众所周知的学术考试系统和巴西网络的配置。 (C)2015 Elsevier B.V.保留所有权利。

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