Review of Emerging Concepts in Distribution System State Estimation: Opportunities and Challenges

Ajay Pratap Yadav; James Nutaro; Byungkwon Park; Jin Dong; Boming Liu; Srikanth B. Yoginath; He Yin; Jiaojiao Dong; Yuqing Dong; Yilu Liu; Teja Kuruganti; Yaosuo Xue

doi:10.1109/ACCESS.2023.3292793

Review of Emerging Concepts in Distribution System State Estimation: Opportunities and Challenges

Ajay Pratap Yadav, James Nutaro, Byungkwon Park, Jin Dong, Boming Liu, Srikanth B. Yoginath, He Yin, Jiaojiao Dong, Yuqing Dong, Yilu Liu, Teja Kuruganti, Yaosuo Xue

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Abstract

Distribution System State Estimation (DSSE) infers the states (e.g., voltage phasors) using measurements from the electric distribution grid. As the distribution network becomes more active due to the increasing penetration of Distributed Energy Resources (DER), a deeper investigation into conventional DSSE approaches is needed. This review paper focuses on state-of-the-art techniques and challenges for DSSE in the context of emerging concepts, such as new sensor technologies, data-driven approaches, and high DER penetration.

Original language	English
Pages (from-to)	70503-70515
Number of pages	13
Journal	IEEE Access
Volume	11
DOIs	https://doi.org/10.1109/ACCESS.2023.3292793
State	Published - 2023

Funding

This manuscript has been authored by UT-Battelle, LLC, under contract DE-AC05-00OR22725 with the US Department of Energy (DOE). The US government retains and the publisher, by accepting the article for publication, acknowledges that the US government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for US government purposes. DOE will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/downloads/doe-public-access-plan).

Funders	Funder number
DOE Public Access Plan
U.S. Department of Energy

Keywords

Distribution system state estimation
data-driven approach
high renewable penetration
new sensor technology
pseudo measurements
sensor placement

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10.1109/ACCESS.2023.3292793

Cite this

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title = "Review of Emerging Concepts in Distribution System State Estimation: Opportunities and Challenges",

abstract = "Distribution System State Estimation (DSSE) infers the states (e.g., voltage phasors) using measurements from the electric distribution grid. As the distribution network becomes more active due to the increasing penetration of Distributed Energy Resources (DER), a deeper investigation into conventional DSSE approaches is needed. This review paper focuses on state-of-the-art techniques and challenges for DSSE in the context of emerging concepts, such as new sensor technologies, data-driven approaches, and high DER penetration.",

keywords = "Distribution system state estimation, data-driven approach, high renewable penetration, new sensor technology, pseudo measurements, sensor placement",

author = "Yadav, {Ajay Pratap} and James Nutaro and Byungkwon Park and Jin Dong and Boming Liu and Yoginath, {Srikanth B.} and He Yin and Jiaojiao Dong and Yuqing Dong and Yilu Liu and Teja Kuruganti and Yaosuo Xue",

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year = "2023",

doi = "10.1109/ACCESS.2023.3292793",

language = "English",

volume = "11",

pages = "70503--70515",

journal = "IEEE Access",

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T1 - Review of Emerging Concepts in Distribution System State Estimation

T2 - Opportunities and Challenges

AU - Yadav, Ajay Pratap

AU - Nutaro, James

AU - Park, Byungkwon

AU - Dong, Jin

AU - Liu, Boming

AU - Yoginath, Srikanth B.

AU - Yin, He

AU - Dong, Jiaojiao

AU - Dong, Yuqing

AU - Liu, Yilu

AU - Kuruganti, Teja

AU - Xue, Yaosuo

PY - 2023

Y1 - 2023

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AB - Distribution System State Estimation (DSSE) infers the states (e.g., voltage phasors) using measurements from the electric distribution grid. As the distribution network becomes more active due to the increasing penetration of Distributed Energy Resources (DER), a deeper investigation into conventional DSSE approaches is needed. This review paper focuses on state-of-the-art techniques and challenges for DSSE in the context of emerging concepts, such as new sensor technologies, data-driven approaches, and high DER penetration.

KW - Distribution system state estimation

KW - data-driven approach

KW - high renewable penetration

KW - new sensor technology

KW - pseudo measurements

KW - sensor placement

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SP - 70503

EP - 70515

JO - IEEE Access

JF - IEEE Access

ER -

Review of Emerging Concepts in Distribution System State Estimation: Opportunities and Challenges

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Keywords

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