{"id":"https://openalex.org/W3021022039","doi":"https://doi.org/10.1109/isgt45199.2020.9087791","title":"Factoring Behind-the-Meter Solar into Load Forecasting: Case Studies under Extreme Weather","display_name":"Factoring Behind-the-Meter Solar into Load Forecasting: Case Studies under Extreme Weather","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3021022039","doi":"https://doi.org/10.1109/isgt45199.2020.9087791","mag":"3021022039"},"language":"en","primary_location":{"id":"doi:10.1109/isgt45199.2020.9087791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt45199.2020.9087791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108706916","display_name":"Mucun Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mucun Sun","raw_affiliation_strings":["The University of Texas at Dallas,Richardson,TX,USA,75080","The University of Texas at Dallas, Richardson, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Richardson,TX,USA,75080","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014860174","display_name":"Cong Feng","orcid":"https://orcid.org/0000-0003-2866-0716"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cong Feng","raw_affiliation_strings":["The University of Texas at Dallas,Richardson,TX,USA,75080","The University of Texas at Dallas, Richardson, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Richardson,TX,USA,75080","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100436631","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0001-7478-5670"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["The University of Texas at Dallas,Richardson,TX,USA,75080","The University of Texas at Dallas, Richardson, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Richardson,TX,USA,75080","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":null,"apc_paid":null,"fwci":5.0096,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.9673188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9988999962806702,"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/photovoltaic-system","display_name":"Photovoltaic system","score":0.7437856793403625},{"id":"https://openalex.org/keywords/photovoltaics","display_name":"Photovoltaics","score":0.688257098197937},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6311130523681641},{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"Solar irradiance","score":0.5824471712112427},{"id":"https://openalex.org/keywords/extreme-weather","display_name":"Extreme weather","score":0.5589724183082581},{"id":"https://openalex.org/keywords/grid-parity","display_name":"Grid parity","score":0.540225625038147},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5371853113174438},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.48284798860549927},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.4774489998817444},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.47630131244659424},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.47416701912879944},{"id":"https://openalex.org/keywords/irradiance","display_name":"Irradiance","score":0.4655284285545349},{"id":"https://openalex.org/keywords/metre","display_name":"Metre","score":0.4241592586040497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3922329545021057},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.38543543219566345},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.25767385959625244},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23866090178489685},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19737374782562256},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1875813603401184},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.17614203691482544},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.101239413022995}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7437856793403625},{"id":"https://openalex.org/C542589376","wikidata":"https://www.wikidata.org/wiki/Q192127","display_name":"Photovoltaics","level":3,"score":0.688257098197937},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6311130523681641},{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.5824471712112427},{"id":"https://openalex.org/C205537798","wikidata":"https://www.wikidata.org/wiki/Q1277161","display_name":"Extreme weather","level":3,"score":0.5589724183082581},{"id":"https://openalex.org/C186503672","wikidata":"https://www.wikidata.org/wiki/Q761847","display_name":"Grid parity","level":4,"score":0.540225625038147},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5371853113174438},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.48284798860549927},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.4774489998817444},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.47630131244659424},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.47416701912879944},{"id":"https://openalex.org/C46423501","wikidata":"https://www.wikidata.org/wiki/Q830654","display_name":"Irradiance","level":2,"score":0.4655284285545349},{"id":"https://openalex.org/C151011524","wikidata":"https://www.wikidata.org/wiki/Q11573","display_name":"Metre","level":2,"score":0.4241592586040497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3922329545021057},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.38543543219566345},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.25767385959625244},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23866090178489685},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19737374782562256},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1875813603401184},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.17614203691482544},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.101239413022995},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt45199.2020.9087791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt45199.2020.9087791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1558918611","https://openalex.org/W1596717185","https://openalex.org/W2000867295","https://openalex.org/W2014104427","https://openalex.org/W2014250782","https://openalex.org/W2021252908","https://openalex.org/W2159613153","https://openalex.org/W2276735022","https://openalex.org/W2289228484","https://openalex.org/W2296521892","https://openalex.org/W2313169588","https://openalex.org/W2335563122","https://openalex.org/W2521449822","https://openalex.org/W2521976088","https://openalex.org/W2581205918","https://openalex.org/W2786731046","https://openalex.org/W2806930165","https://openalex.org/W2895861596","https://openalex.org/W2899192374","https://openalex.org/W2956071925","https://openalex.org/W2971126087","https://openalex.org/W6633604892","https://openalex.org/W6767636301"],"related_works":["https://openalex.org/W2557509927","https://openalex.org/W1975716667","https://openalex.org/W3148091196","https://openalex.org/W2110331213","https://openalex.org/W3134438178","https://openalex.org/W2052048842","https://openalex.org/W3010228121","https://openalex.org/W2288211993","https://openalex.org/W2597702891","https://openalex.org/W2163209092"],"abstract_inverted_index":{"Distributed":[0],"energy":[1],"resources":[2],"(DERs),":[3],"especially":[4],"distributed":[5],"photovoltaics":[6],"(PV),":[7],"have":[8],"been":[9],"rising":[10],"dramatically":[11],"over":[12],"the":[13,51,70,113,119,130,140,156,163,188,202],"past":[14],"years.":[15],"However,":[16],"behind-the-meter":[17],"(BTM)":[18],"PV":[19,97,104,114,124,144,153,164,168],"devices":[20],"are":[21,26],"not":[22],"monitored,":[23],"and":[24,30,56,65,109,147,166],"thus":[25,57],"invisible":[27],"to":[28,39,53,80,126,138],"utilities":[29],"system":[31],"operators.":[32],"In":[33],"addition,":[34],"electricity":[35,60,63],"demand":[36],"is":[37,106,116,136,171,197],"likely":[38],"increase":[40],"as":[41,118],"a":[42,86],"result":[43],"of":[44,72,95,121,129,179,190,204],"extreme":[45,66,99,194],"hot/cold":[46],"weather":[47,100,195],"conditions,":[48],"which":[49,75,170],"stretches":[50],"grid":[52],"its":[54],"limits,":[55],"triggers":[58],"high":[59],"price.":[61],"High":[62],"prices":[64],"temperatures":[67],"also":[68],"stimulate":[69],"adoption":[71],"solar":[73,149],"panels,":[74],"in":[76,110,174],"turn":[77],"add":[78],"difficulties":[79],"load":[81,89,128,175,191],"forecasting.":[82,176],"This":[83],"paper":[84],"proposes":[85],"data-driven":[87],"feeder-level":[88],"forecasting":[90,192],"method":[91],"by":[92,200],"taking":[93],"account":[94],"BTM":[96,103,123,152,205],"under":[98,193],"conditions.":[101],"The":[102,151],"penetration":[105,115,165],"first":[107],"estimated,":[108],"this":[111],"study":[112],"defined":[117],"ratio":[120],"total":[122],"capacity":[125],"peak":[127],"feeder.":[131],"A":[132],"machine":[133],"learning":[134],"model":[135],"adopted":[137],"quantify":[139],"relationship":[141],"between":[142],"measured":[143],"power":[145],"generation":[146,154],"corresponding":[148],"irradiance.":[150],"within":[155],"entire":[157],"feeder":[158],"can":[159],"be":[160],"estimated":[161],"through":[162],"forecasted":[167],"irradiance,":[169],"then":[172],"integrated":[173],"Numerical":[177],"results":[178],"case":[180],"studies":[181],"at":[182],"three":[183],"distribution":[184],"feeders":[185],"show":[186],"that":[187],"performance":[189],"conditions":[196],"significantly":[198],"enhanced":[199],"considering":[201],"contribution":[203],"PV.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}