Exploiting autoencoders for three-phase state estimation in unbalanced distributions grids

Pereira Barbeiro P. N.; Teixeira H.; Krstulovic J.; Pereira J.; Soares F. J.

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Exploiting autoencoders for three-phase state estimation in unbalanced distributions grids

机译：利用自动编码器在不平衡配电网中进行三相状态估计

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The three-phase state estimation algorithms developed for distribution systems (DS) are based on traditional approaches, requiring components modeling and the complete knowledge of grid parameters. These algorithms are capable of dealing with the particular characteristics of DS but cannot be used in cases where grid topology and parameters are unknown, which is the most common situation in existing low voltage grids.

机译：为配电系统（DS）开发的三相状态估计算法基于传统方法，需要组件建模和对电网参数的全面了解。这些算法能够处理DS的特定特性，但不能用于电网拓扑和参数未知的情况，这是现有低压电网中最常见的情况。

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来源
《Electric power systems research》 |2015年第6期|108-118|共11页
作者
Pereira Barbeiro P. N.; Teixeira H.; Krstulovic J.; Pereira J.; Soares F. J.;
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作者单位

INESC TEC, INESC Technol & Sci, Oporto, Portugal|Univ Porto, Fac Engn, P-4100 Oporto, Portugal;

INESC TEC, INESC Technol & Sci, Oporto, Portugal|Univ Porto, Fac Engn, P-4100 Oporto, Portugal;

INESC TEC, INESC Technol & Sci, Oporto, Portugal|Univ Porto, Fac Engn, P-4100 Oporto, Portugal;

INESC TEC, INESC Technol & Sci, Oporto, Portugal|Univ Porto, Fac Engn, P-4100 Oporto, Portugal;

INESC TEC, INESC Technol & Sci, Oporto, Portugal|Univ Porto, Fac Engn, P-4100 Oporto, Portugal;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
Autoencoders; Distribution grids; Neural networks; Three-phase state estimation; Unbalanced loads; Smart metering;

机译：自动编码器;配电网;神经网络;三相状态估计;不平衡负载;智能计量;

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Exploiting autoencoders for three-phase state estimation in unbalanced distributions grids

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