{"id":"https://openalex.org/W4360584155","doi":"https://doi.org/10.1109/isgt51731.2023.10066401","title":"An Unsupervised Similarity-based Method for Estimating Behind-the-Meter Solar Generation","display_name":"An Unsupervised Similarity-based Method for Estimating Behind-the-Meter Solar Generation","publication_year":2023,"publication_date":"2023-01-16","ids":{"openalex":"https://openalex.org/W4360584155","doi":"https://doi.org/10.1109/isgt51731.2023.10066401"},"language":"en","primary_location":{"id":"doi:10.1109/isgt51731.2023.10066401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt51731.2023.10066401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Power &amp; 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/A5000181118","display_name":"Kang Pu","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kang Pu","raw_affiliation_strings":["Stony Brook University,Department of Applied Mathematics and Statistics,Stony Brook,NY,USA,11794"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University,Department of Applied Mathematics and Statistics,Stony Brook,NY,USA,11794","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100919859","display_name":"Yue Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Zhao","raw_affiliation_strings":["Stony Brook University,Department of Electrical and Computer Engineering,Stony Brook,NY,USA,11794"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University,Department of Electrical and Computer Engineering,Stony Brook,NY,USA,11794","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":null,"apc_paid":null,"fwci":1.0889,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77905914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9994999766349792,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9986000061035156,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9983999729156494,"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/computer-science","display_name":"Computer science","score":0.6948632597923279},{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"Solar irradiance","score":0.6635746359825134},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.6361593008041382},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5946508049964905},{"id":"https://openalex.org/keywords/metre","display_name":"Metre","score":0.5534906387329102},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5133022665977478},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4540073573589325},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.447682648897171},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.43030819296836853},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3343120217323303},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.31475505232810974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30611467361450195},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20603206753730774},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18688982725143433},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.16411414742469788},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.10825863480567932}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6948632597923279},{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.6635746359825134},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.6361593008041382},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5946508049964905},{"id":"https://openalex.org/C151011524","wikidata":"https://www.wikidata.org/wiki/Q11573","display_name":"Metre","level":2,"score":0.5534906387329102},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5133022665977478},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4540073573589325},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.447682648897171},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.43030819296836853},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3343120217323303},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.31475505232810974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30611467361450195},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20603206753730774},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18688982725143433},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.16411414742469788},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10825863480567932},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt51731.2023.10066401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt51731.2023.10066401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Power &amp; Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G5378420050","display_name":null,"funder_award_id":"159613","funder_id":"https://openalex.org/F4320308077","funder_display_name":"New York State Energy Research and Development Authority"}],"funders":[{"id":"https://openalex.org/F4320308077","display_name":"New York State Energy Research and Development Authority","ror":"https://ror.org/00g46nx55"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2182504547","https://openalex.org/W2344823099","https://openalex.org/W2615363549","https://openalex.org/W2621900912","https://openalex.org/W2764018574","https://openalex.org/W2770635333","https://openalex.org/W2902432432","https://openalex.org/W2906923097","https://openalex.org/W2961273307","https://openalex.org/W3049610043","https://openalex.org/W3095188475","https://openalex.org/W3106667537","https://openalex.org/W3152798295","https://openalex.org/W3193413380","https://openalex.org/W4214547333"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2805944307","https://openalex.org/W2389925946","https://openalex.org/W1937929880","https://openalex.org/W4365794531","https://openalex.org/W3117127269","https://openalex.org/W3172533223"],"abstract_inverted_index":{"Accurate":[0],"knowledge":[1],"of":[2,113,133],"solar":[3,23,53,82,96,115,140],"generation":[4,54,97],"in":[5,118],"power":[6],"distribution":[7,18],"systems":[8],"provides":[9],"great":[10],"values":[11],"to":[12,41,136],"utilities":[13],"for":[14,50],"efficient":[15],"and":[16,30,73,84,88,98,130,159,161],"reliable":[17],"system":[19],"operation.":[20],"However,":[21],"many":[22],"PV":[24],"resources":[25],"are":[26,39],"installed":[27],"behind-the-meter":[28],"(BTM),":[29],"as":[31,86],"a":[32,47,119],"result":[33],"only":[34],"the":[35,42,65,90,102,123,128,169],"net":[36,57,66,91],"load":[37,58,67,92,99],"measurements":[38,78],"available":[40,76],"utilities.":[43],"In":[44],"this":[45],"paper,":[46],"high-performance":[48],"method":[49,104,125,145],"disaggregating":[51],"BTM":[52,95,114,139],"traces":[55,59,93],"from":[56,156,173],"is":[60,146],"developed.":[61],"The":[62,142],"algorithm":[63],"takes":[64],"data":[68,112,153],"measured":[69],"by":[70],"smart":[71,151],"meters":[72],"other":[74],"widely":[75],"environmental":[77],"(e.g.,":[79],"publicly":[80],"monitored":[81],"irradiance":[83],"temperature)":[85],"inputs,":[87],"disaggregates":[89],"into":[94],"traces.":[100],"Notably,":[101],"proposed":[103,124],"does":[105],"not":[106],"rely":[107],"on":[108,148],"any":[109],"separately":[110],"metered":[111],"generation.":[116],"Rather,":[117],"fully":[120],"unsupervised":[121,144],"fashion,":[122],"effectively":[126],"exploits":[127],"self-similarity":[129],"cross-customer":[131],"similarity":[132],"customer":[134],"loads":[135],"achieve":[137],"accurate":[138],"disaggregation.":[141],"developed":[143],"evaluated":[147],"two":[149],"real-world":[150],"meter":[152],"sets":[154],"collected":[155],"New":[157],"York":[158],"Texas,":[160],"exhibits":[162],"very":[163],"high":[164],"performance":[165,171],"that":[166],"closely":[167],"approaches":[168],"ideal":[170],"bound":[172],"supervised":[174],"learning.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
