Adaptive Protective Relay Settings - A Vision to the Future

Srijib Mukherjee; Mike Marshall; Travis Smith; Emilio Piesciorvosky; Isabelle Snyder; Chris Sticht

doi:10.1109/REPEC55671.2022.00013

Adaptive Protective Relay Settings - A Vision to the Future

Srijib Mukherjee
, Mike Marshall
, Travis Smith
, Emilio Piesciorvosky
, Isabelle Snyder
, Chris Sticht

Power Systems Resilience

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

Adaptive relaying utilizes the continuously changing status of the power system as the basis for online adjustment of the power system relay settings. Fundamentally they are protection schemes that adjust settings and/or logic of operations based on the prevailing conditions of the system. These adjustments can include, but are not limited to, the logging of data for post-mortem analysis, communication throughout the system, as well as changing relay parameters. Adaptive relaying considers the fact that the status of a power system can change. These include system configuration changes, load effect, cold load pickup, end-of-line protection, transformer protection, and automatic reclosing. In this research, the author focus on the need for a secure, selective, and reliable system for adaptive overcurrent protection in T&D and Distributed Energy Systems. Various types of adaptive methods are presented and explained along with some pros and cons of each.

Original language	English
Title of host publication	Proceedings - 2022 IEEE Rural Electric Power Conference, REPC 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	25-30
Number of pages	6
ISBN (Electronic)	9781665481670
DOIs	https://doi.org/10.1109/REPEC55671.2022.00013
State	Published - 2022
Event	2022 IEEE Rural Electric Power Conference, REPC 2022 - Savannah, Georgia Duration: Apr 5 2022 → Apr 7 2022

Publication series

Name	Papers Presented at the Annual Conference - Rural Electric Power Conference
Volume	2022-April
ISSN (Print)	0734-7464

Conference

Conference	2022 IEEE Rural Electric Power Conference, REPC 2022
Country/Territory	Georgia
City	Savannah
Period	04/5/22 → 04/7/22

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 retain s 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).

Keywords

Adaptive
artificial intelligence
group settings
high impedance
machine learning
model driven
self-setting

Access to Document

10.1109/REPEC55671.2022.00013

Cite this

Mukherjee, S., Marshall, M., Smith, T., Piesciorvosky, E., Snyder, I., & Sticht, C. (2022). Adaptive Protective Relay Settings - A Vision to the Future. In Proceedings - 2022 IEEE Rural Electric Power Conference, REPC 2022 (pp. 25-30). (Papers Presented at the Annual Conference - Rural Electric Power Conference; Vol. 2022-April). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/REPEC55671.2022.00013

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title = "Adaptive Protective Relay Settings - A Vision to the Future",

abstract = "Adaptive relaying utilizes the continuously changing status of the power system as the basis for online adjustment of the power system relay settings. Fundamentally they are protection schemes that adjust settings and/or logic of operations based on the prevailing conditions of the system. These adjustments can include, but are not limited to, the logging of data for post-mortem analysis, communication throughout the system, as well as changing relay parameters. Adaptive relaying considers the fact that the status of a power system can change. These include system configuration changes, load effect, cold load pickup, end-of-line protection, transformer protection, and automatic reclosing. In this research, the author focus on the need for a secure, selective, and reliable system for adaptive overcurrent protection in T\&D and Distributed Energy Systems. Various types of adaptive methods are presented and explained along with some pros and cons of each.",

keywords = "Adaptive, artificial intelligence, group settings, high impedance, machine learning, model driven, self-setting",

author = "Srijib Mukherjee and Mike Marshall and Travis Smith and Emilio Piesciorvosky and Isabelle Snyder and Chris Sticht",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE Rural Electric Power Conference, REPC 2022 ; Conference date: 05-04-2022 Through 07-04-2022",

year = "2022",

doi = "10.1109/REPEC55671.2022.00013",

language = "English",

series = "Papers Presented at the Annual Conference - Rural Electric Power Conference",

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Mukherjee, S, Marshall, M, Smith, T, Piesciorvosky, E, Snyder, I & Sticht, C 2022, Adaptive Protective Relay Settings - A Vision to the Future. in Proceedings - 2022 IEEE Rural Electric Power Conference, REPC 2022. Papers Presented at the Annual Conference - Rural Electric Power Conference, vol. 2022-April, Institute of Electrical and Electronics Engineers Inc., pp. 25-30, 2022 IEEE Rural Electric Power Conference, REPC 2022, Savannah, Georgia, 04/5/22. https://doi.org/10.1109/REPEC55671.2022.00013

Adaptive Protective Relay Settings - A Vision to the Future. / Mukherjee, Srijib; Marshall, Mike; Smith, Travis et al.
Proceedings - 2022 IEEE Rural Electric Power Conference, REPC 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 25-30 (Papers Presented at the Annual Conference - Rural Electric Power Conference; Vol. 2022-April).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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PY - 2022

Y1 - 2022

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AB - Adaptive relaying utilizes the continuously changing status of the power system as the basis for online adjustment of the power system relay settings. Fundamentally they are protection schemes that adjust settings and/or logic of operations based on the prevailing conditions of the system. These adjustments can include, but are not limited to, the logging of data for post-mortem analysis, communication throughout the system, as well as changing relay parameters. Adaptive relaying considers the fact that the status of a power system can change. These include system configuration changes, load effect, cold load pickup, end-of-line protection, transformer protection, and automatic reclosing. In this research, the author focus on the need for a secure, selective, and reliable system for adaptive overcurrent protection in T&D and Distributed Energy Systems. Various types of adaptive methods are presented and explained along with some pros and cons of each.

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KW - machine learning

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Mukherjee S, Marshall M, Smith T, Piesciorvosky E, Snyder I, Sticht C. Adaptive Protective Relay Settings - A Vision to the Future. In Proceedings - 2022 IEEE Rural Electric Power Conference, REPC 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 25-30. (Papers Presented at the Annual Conference - Rural Electric Power Conference). doi: 10.1109/REPEC55671.2022.00013

Adaptive Protective Relay Settings - A Vision to the Future

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Keywords

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