{"id":"https://openalex.org/W4318185286","doi":"https://doi.org/10.1109/bigdata55660.2022.10020733","title":"Analysis of Correlation between Cold Weather Meteorological Variables and Electricity Outages","display_name":"Analysis of Correlation between Cold Weather Meteorological Variables and Electricity Outages","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4318185286","doi":"https://doi.org/10.1109/bigdata55660.2022.10020733"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10020733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020733","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1994719","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Melissa R. Allen-Dumas","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Melissa R. Allen-Dumas","raw_affiliation_strings":["Oak Ridge National Laboratory,Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division,Oak Ridge,TN,USA","Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division,Oak Ridge,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101595607","display_name":"Sangkeun Lee","orcid":"https://orcid.org/0000-0002-1317-5112"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangkeun Lee","raw_affiliation_strings":["Oak Ridge National Laboratory,Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division,Oak Ridge,TN,USA","Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division,Oak Ridge,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041052894","display_name":"Supriya Chinthavali","orcid":"https://orcid.org/0000-0002-4611-1086"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Supriya Chinthavali","raw_affiliation_strings":["Oak Ridge National Laboratory,Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division,Oak Ridge,TN,USA","Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division,Oak Ridge,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Computational Sciences and Engineering Division, Computational Science and Mathematics Division, Geospatial Science and Human Security Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":6.6506,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.98540146,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3398","last_page":"3401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13955","display_name":"Evaluation Methods in Various Fields","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13955","display_name":"Evaluation Methods in Various Fields","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5899115800857544},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5431472659111023},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.536695659160614},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.4112217128276825},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17518693208694458},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14727529883384705},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14574402570724487}],"concepts":[{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5899115800857544},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5431472659111023},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.536695659160614},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.4112217128276825},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17518693208694458},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14727529883384705},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14574402570724487}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10020733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020733","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1994719","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1994719","pdf_url":"https://www.osti.gov/servlets/purl/1994719","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1994719","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1994719","pdf_url":"https://www.osti.gov/servlets/purl/1994719","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.6800000071525574,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4318185286.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2040959299","https://openalex.org/W2101234009","https://openalex.org/W2149350210","https://openalex.org/W2487011095","https://openalex.org/W2791114900","https://openalex.org/W2995056364","https://openalex.org/W3003665201","https://openalex.org/W3005271695","https://openalex.org/W3133246599","https://openalex.org/W3171249365","https://openalex.org/W4211076383","https://openalex.org/W4214872234"],"related_works":["https://openalex.org/W2958561312","https://openalex.org/W1480156024","https://openalex.org/W3092347950","https://openalex.org/W65938850","https://openalex.org/W275718980","https://openalex.org/W2361731950","https://openalex.org/W2618707070","https://openalex.org/W4223932376","https://openalex.org/W188660134","https://openalex.org/W3174060799"],"abstract_inverted_index":{"The":[0],"significance":[1],"of":[2,5,23,100,103],"the":[3,8,19,38,43,58,94,98,104],"impact":[4],"weather":[6,25,35,62,108],"on":[7],"electric":[9],"grid":[10,39],"has":[11,36],"grown":[12],"as":[13],"climate":[14],"change":[15],"continues":[16],"to":[17,47,106],"increase":[18],"frequency":[20],"and":[21,52,65,77,86,113],"intensity":[22],"extreme":[24,33,48],"events.":[26],"In":[27],"recent":[28],"years":[29,112],"(2021-2022)":[30],"in":[31,40,42],"particular,":[32],"winter":[34,71,107],"affected":[37],"locations":[41,115],"US":[44],"rarely":[45],"exposed":[46],"low":[49],"temperatures,":[50],"snow":[51],"icing":[53],"conditions.":[54],"Here":[55],"we":[56],"analyze":[57],"correlation":[59,88],"between":[60],"cold":[61],"meteorological":[63],"variables":[64],"electricity":[66],"outages":[67],"during":[68],"two":[69,95],"large":[70],"storm":[72],"events,":[73],"Uri":[74],"(February":[75,79],"2021)":[76],"Landon":[78],"2022)":[80],"using":[81],"Random":[82],"Forest":[83],"machine":[84],"learning":[85],"Pearson\u2019s":[87],"coefficient.":[89],"Our":[90],"geographical":[91],"focus":[92],"across":[93],"storms":[96],"is":[97,116],"state":[99],"Texas.":[101],"Extrapolation":[102],"method":[105],"impacts":[109],"over":[110],"other":[111],"additional":[114],"proposed.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
