Assessment of Measurement-Based Phase Identification Methods

被引:15
|
作者
Therrien, Francis [1 ]
Blakely, Logan [2 ]
Reno, Matthew J. [2 ]
机构
[1] Eaton Corp, CYME Int T&D, St Bruno De Montarville, PQ J3V 3P8, Canada
[2] Sandia Natl Labs, Elect Power Res Dept, Albuquerque, NM 87123 USA
来源
IEEE OPEN ACCESS JOURNAL OF POWER AND ENERGY | 2021年 / 8卷
关键词
AMI; distribution systems; literature review; phase detection; phase identification; smart meters; SMART METER DATA; DISTRIBUTION NETWORKS; TOPOLOGY; SYSTEM;
D O I
10.1109/OAJPE.2021.3067632
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The task of determining the phase connection of customers, known as phase identification, is crucial to obtain accurate distribution system models. This paper starts with a thorough literature review of the existing phase identification methods, which are broadly divided into three categories: hardware-based, real power-based, and voltage-based methods. This is followed by multiple case studies assessing the accuracy of six real power- and voltage-based phase identification algorithms on four realistic distribution test systems. Synthetic load profiles along with network models are used to quantify accuracy of each method for different scenarios: varying advanced metering infrastructure (AMI) coverage, number of initially mislabeled customer phases, number of available samples, and measurement noise. A case study using a real AMI data set, including field verification, is also provided. Finally, several aspects key to accurate phase identification are discussed in detail.
引用
收藏
页码:128 / 137
页数:10
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