Admittance matrix estimation of radial distribution grids using power and voltage magnitude measurements
Accurate knowledge of the admittance matrix of distribution grids is essential for grid operation and control as more renewable energy sources and electric vehicles are integrated into distribution grids. Due to limited observability, measurement noise, topology assumptions, and partial data availab...
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Published in | Electric power systems research Vol. 234; p. 110619 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
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Elsevier B.V
01.09.2024
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ISSN | 0378-7796 1873-2046 |
DOI | 10.1016/j.epsr.2024.110619 |
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Abstract | Accurate knowledge of the admittance matrix of distribution grids is essential for grid operation and control as more renewable energy sources and electric vehicles are integrated into distribution grids. Due to limited observability, measurement noise, topology assumptions, and partial data availability, the exact calculation of the admittance matrix of distribution grids is challenging. In this paper, we present a method for estimating the admittance matrix of radial distribution grids. The proposed method uses low-cost measurement devices that record ten-minute-based measurements of voltage magnitudes, active power, and reactive power at a single end of the lines or transformers instead of second-based phasor measurements. The impedance of lines or transformers is then estimated using a statistical optimization subject to the distribution flow (DistFlow) model. The effectiveness of proposed method is demonstrated by simulation, laboratory testing, and field measurements taken from a distribution grid in Switzerland.
•A novel method for estimating grid admittance has been introduced.•Low-cost measurements at ten-minute intervals have been utilized.•A statistical optimization technique using DistFlow model has been employed.•Validation through simulation and field experiments has been conducted. |
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AbstractList | Accurate knowledge of the admittance matrix of distribution grids is essential for grid operation and control as more renewable energy sources and electric vehicles are integrated into distribution grids. Due to limited observability, measurement noise, topology assumptions, and partial data availability, the exact calculation of the admittance matrix of distribution grids is challenging. In this paper, we present a method for estimating the admittance matrix of radial distribution grids. The proposed method uses low-cost measurement devices that record ten-minute-based measurements of voltage magnitudes, active power, and reactive power at a single end of the lines or transformers instead of second-based phasor measurements. The impedance of lines or transformers is then estimated using a statistical optimization subject to the distribution flow (DistFlow) model. The effectiveness of proposed method is demonstrated by simulation, laboratory testing, and field measurements taken from a distribution grid in Switzerland.
•A novel method for estimating grid admittance has been introduced.•Low-cost measurements at ten-minute intervals have been utilized.•A statistical optimization technique using DistFlow model has been employed.•Validation through simulation and field experiments has been conducted. |
ArticleNumber | 110619 |
Author | Bozorg, Mokhtar Rayati, Mohammad Alizadeh-Mousavi, Omid |
Author_xml | – sequence: 1 givenname: Mohammad orcidid: 0000-0002-9230-3548 surname: Rayati fullname: Rayati, Mohammad email: mohammad.rayati@heig-vd.ch organization: School of Engineering and Management Vaud, University of Applied Sciences and Arts Western Switzerland, Yverdon-les-Bains, Switzerland – sequence: 2 givenname: Mokhtar orcidid: 0000-0002-2418-310X surname: Bozorg fullname: Bozorg, Mokhtar email: mokhtar.bozorg@heig-vd.ch organization: School of Engineering and Management Vaud, University of Applied Sciences and Arts Western Switzerland, Yverdon-les-Bains, Switzerland – sequence: 3 givenname: Omid orcidid: 0000-0001-7943-4335 surname: Alizadeh-Mousavi fullname: Alizadeh-Mousavi, Omid organization: DEPsys SA, Puidoux, Switzerland |
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Cites_doi | 10.1145/336154.336191 10.1038/s41592-019-0686-2 10.1016/j.ijepes.2017.06.021 10.1109/MPER.1989.4310642 10.1109/TSG.2023.3239650 10.1109/TIM.2022.3175043 10.1109/TCNS.2019.2891002 |
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Keywords | Parameter estimation Radial distribution grids Distribution flow (DistFlow) model Admittance matrix Grid-side measurement devices |
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SubjectTerms | Admittance matrix Distribution flow (DistFlow) model Grid-side measurement devices Parameter estimation Radial distribution grids |
Title | Admittance matrix estimation of radial distribution grids using power and voltage magnitude measurements |
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