Frequency response assessment of ERCOT and Québec Interconnections

With higher penetrations of renewable energy resources, assessing frequency response trends becomes extremely important. It is a critical component to the reliable operation of the bulk power system, particularly during disturbances and restoration. This paper presents a new and comprehensive statis...

Full description

Saved in:
Bibliographic Details
Main Authors: Lauby, M. G., Bian, J. J., Ekisheva, S., Varghese, M.
Format: Conference Proceeding
Language:English
Subjects:
Correlation
Educational institutions
Explanatory Variables
Frequency measurement
Frequency response
Frequency Response (FR)
Interconnection
Power system reliability
Probability Distribution
Reliability
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites
container_end_page 5
container_issue
container_start_page 1
container_title
container_volume
creator Lauby, M. G.
Bian, J. J.
Ekisheva, S.
Varghese, M.
description With higher penetrations of renewable energy resources, assessing frequency response trends becomes extremely important. It is a critical component to the reliable operation of the bulk power system, particularly during disturbances and restoration. This paper presents a new and comprehensive statistical method to evaluate the trends for the ERCOT and Québec Interconnections of the North American electric grid. The statistical analysis tests whether observable decreases or increases between four annual data points constitute a statistically significant trend. The probability distribution of frequency response and contributing factors to it changes over the years are also examined. The statistical significance tests and studies have indicated a stable general trend for the ERCOT and Québec Interconnections over time.
doi_str_mv 10.1109/NAPS.2014.6965391
format conference_proceeding
fullrecord <record><control><sourceid>ieee_6IE</sourceid><recordid>TN_cdi_ieee_primary_6965391</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>6965391</ieee_id><sourcerecordid>6965391</sourcerecordid><originalsourceid>FETCH-LOGICAL-i175t-20acda0dd19f2155ad1b88370e7284a73bea527a8f4ba368cf6a33abe66c3ecb3</originalsourceid><addsrcrecordid>eNotj0tOwzAURc0ACVSyAMTEG0jxi__DKmqhUkX5lHH17LxIQdQpcTroklgHG6NSO7qjc3QuY_cgpgDCP77MXj-mlQA1Nd5o6eGKFd46UNZ77YVSN6zI-UsIAd5YJ-0tqxcD_RwoxSMfKO_7lIljzpTzjtLI-5bP3-v1hmNq-Nvh7zdQ5Ms00hD7lCiO3Ym4Y9ctfmcqLjthn4v5pn4uV-unZT1blR1YPZaVwNigaBrwbQVaYwPBnSIE2coptDIQ6sqia1VAaVxsDUqJgYyJkmKQE_Zw9nZEtN0P3Q6H4_ZyVf4DQQVLEQ</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>Frequency response assessment of ERCOT and Québec Interconnections</title><source>IEEE Electronic Library (IEL) Conference Proceedings</source><creator>Lauby, M. G. ; Bian, J. J. ; Ekisheva, S. ; Varghese, M.</creator><creatorcontrib>Lauby, M. G. ; Bian, J. J. ; Ekisheva, S. ; Varghese, M.</creatorcontrib><description>With higher penetrations of renewable energy resources, assessing frequency response trends becomes extremely important. It is a critical component to the reliable operation of the bulk power system, particularly during disturbances and restoration. This paper presents a new and comprehensive statistical method to evaluate the trends for the ERCOT and Québec Interconnections of the North American electric grid. The statistical analysis tests whether observable decreases or increases between four annual data points constitute a statistically significant trend. The probability distribution of frequency response and contributing factors to it changes over the years are also examined. The statistical significance tests and studies have indicated a stable general trend for the ERCOT and Québec Interconnections over time.</description><identifier>EISBN: 9781479959044</identifier><identifier>EISBN: 1479959049</identifier><identifier>DOI: 10.1109/NAPS.2014.6965391</identifier><language>eng</language><publisher>IEEE</publisher><subject>Correlation ; Educational institutions ; Explanatory Variables ; Frequency measurement ; Frequency response ; Frequency Response (FR) ; Interconnection ; Power system reliability ; Probability Distribution ; Reliability</subject><ispartof>2014 North American Power Symposium (NAPS), 2014, p.1-5</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6965391$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2057,27924,54919</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6965391$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Lauby, M. G.</creatorcontrib><creatorcontrib>Bian, J. J.</creatorcontrib><creatorcontrib>Ekisheva, S.</creatorcontrib><creatorcontrib>Varghese, M.</creatorcontrib><title>Frequency response assessment of ERCOT and Québec Interconnections</title><title>2014 North American Power Symposium (NAPS)</title><addtitle>NAPS</addtitle><description>With higher penetrations of renewable energy resources, assessing frequency response trends becomes extremely important. It is a critical component to the reliable operation of the bulk power system, particularly during disturbances and restoration. This paper presents a new and comprehensive statistical method to evaluate the trends for the ERCOT and Québec Interconnections of the North American electric grid. The statistical analysis tests whether observable decreases or increases between four annual data points constitute a statistically significant trend. The probability distribution of frequency response and contributing factors to it changes over the years are also examined. The statistical significance tests and studies have indicated a stable general trend for the ERCOT and Québec Interconnections over time.</description><subject>Correlation</subject><subject>Educational institutions</subject><subject>Explanatory Variables</subject><subject>Frequency measurement</subject><subject>Frequency response</subject><subject>Frequency Response (FR)</subject><subject>Interconnection</subject><subject>Power system reliability</subject><subject>Probability Distribution</subject><subject>Reliability</subject><isbn>9781479959044</isbn><isbn>1479959049</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2014</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNotj0tOwzAURc0ACVSyAMTEG0jxi__DKmqhUkX5lHH17LxIQdQpcTroklgHG6NSO7qjc3QuY_cgpgDCP77MXj-mlQA1Nd5o6eGKFd46UNZ77YVSN6zI-UsIAd5YJ-0tqxcD_RwoxSMfKO_7lIljzpTzjtLI-5bP3-v1hmNq-Nvh7zdQ5Ms00hD7lCiO3Ym4Y9ctfmcqLjthn4v5pn4uV-unZT1blR1YPZaVwNigaBrwbQVaYwPBnSIE2coptDIQ6sqia1VAaVxsDUqJgYyJkmKQE_Zw9nZEtN0P3Q6H4_ZyVf4DQQVLEQ</recordid><startdate>201409</startdate><enddate>201409</enddate><creator>Lauby, M. G.</creator><creator>Bian, J. J.</creator><creator>Ekisheva, S.</creator><creator>Varghese, M.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201409</creationdate><title>Frequency response assessment of ERCOT and Québec Interconnections</title><author>Lauby, M. G. ; Bian, J. J. ; Ekisheva, S. ; Varghese, M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-20acda0dd19f2155ad1b88370e7284a73bea527a8f4ba368cf6a33abe66c3ecb3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Correlation</topic><topic>Educational institutions</topic><topic>Explanatory Variables</topic><topic>Frequency measurement</topic><topic>Frequency response</topic><topic>Frequency Response (FR)</topic><topic>Interconnection</topic><topic>Power system reliability</topic><topic>Probability Distribution</topic><topic>Reliability</topic><toplevel>online_resources</toplevel><creatorcontrib>Lauby, M. G.</creatorcontrib><creatorcontrib>Bian, J. J.</creatorcontrib><creatorcontrib>Ekisheva, S.</creatorcontrib><creatorcontrib>Varghese, M.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE/IET Electronic Library</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Lauby, M. G.</au><au>Bian, J. J.</au><au>Ekisheva, S.</au><au>Varghese, M.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Frequency response assessment of ERCOT and Québec Interconnections</atitle><btitle>2014 North American Power Symposium (NAPS)</btitle><stitle>NAPS</stitle><date>2014-09</date><risdate>2014</risdate><spage>1</spage><epage>5</epage><pages>1-5</pages><eisbn>9781479959044</eisbn><eisbn>1479959049</eisbn><abstract>With higher penetrations of renewable energy resources, assessing frequency response trends becomes extremely important. It is a critical component to the reliable operation of the bulk power system, particularly during disturbances and restoration. This paper presents a new and comprehensive statistical method to evaluate the trends for the ERCOT and Québec Interconnections of the North American electric grid. The statistical analysis tests whether observable decreases or increases between four annual data points constitute a statistically significant trend. The probability distribution of frequency response and contributing factors to it changes over the years are also examined. The statistical significance tests and studies have indicated a stable general trend for the ERCOT and Québec Interconnections over time.</abstract><pub>IEEE</pub><doi>10.1109/NAPS.2014.6965391</doi><tpages>5</tpages></addata></record>
fulltext fulltext_linktorsrc
identifier EISBN: 9781479959044
ispartof 2014 North American Power Symposium (NAPS), 2014, p.1-5
issn
language eng
recordid cdi_ieee_primary_6965391
source IEEE Electronic Library (IEL) Conference Proceedings
subjects Correlation
Educational institutions
Explanatory Variables
Frequency measurement
Frequency response
Frequency Response (FR)
Interconnection
Power system reliability
Probability Distribution
Reliability
title Frequency response assessment of ERCOT and Québec Interconnections
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-09T09%3A02%3A14IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ieee_6IE&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=Frequency%20response%20assessment%20of%20ERCOT%20and%20Qu%C3%A9bec%20Interconnections&rft.btitle=2014%20North%20American%20Power%20Symposium%20(NAPS)&rft.au=Lauby,%20M.%20G.&rft.date=2014-09&rft.spage=1&rft.epage=5&rft.pages=1-5&rft_id=info:doi/10.1109/NAPS.2014.6965391&rft.eisbn=9781479959044&rft.eisbn_list=1479959049&rft_dat=%3Cieee_6IE%3E6965391%3C/ieee_6IE%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-i175t-20acda0dd19f2155ad1b88370e7284a73bea527a8f4ba368cf6a33abe66c3ecb3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=6965391&rfr_iscdi=true