{"id":"https://openalex.org/W2808870187","doi":"https://doi.org/10.1145/3209811.3209860","title":"SolarClique","display_name":"SolarClique","publication_year":2018,"publication_date":"2018-06-20","ids":{"openalex":"https://openalex.org/W2808870187","doi":"https://doi.org/10.1145/3209811.3209860","mag":"2808870187"},"language":"en","primary_location":{"id":"doi:10.1145/3209811.3209860","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3209811.3209860","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3209811.3209860","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3209811.3209860","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061869647","display_name":"Srinivasan Iyengar","orcid":"https://orcid.org/0000-0001-6112-5534"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Srinivasan Iyengar","raw_affiliation_strings":["University of Massachusetts Amherst"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100650753","display_name":"Stephen Lee","orcid":"https://orcid.org/0000-0001-9022-4259"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Lee","raw_affiliation_strings":["University of Massachusetts Amherst"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061155671","display_name":"Daniel Sheldon","orcid":"https://orcid.org/0000-0002-4257-2432"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Sheldon","raw_affiliation_strings":["University of Massachusetts Amherst"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032939724","display_name":"Prashant Shenoy","orcid":"https://orcid.org/0000-0002-5435-1901"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashant Shenoy","raw_affiliation_strings":["University of Massachusetts Amherst"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061869647"],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":null,"apc_paid":null,"fwci":2.1964,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.90568714,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9991999864578247,"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":0.9991999864578247,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"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/T11336","display_name":"Energy and Environment Impacts","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6875437498092651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6173959374427795},{"id":"https://openalex.org/keywords/solar-power","display_name":"Solar power","score":0.5639617443084717},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.5474553108215332},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.4915812909603119},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4560941457748413},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45144838094711304},{"id":"https://openalex.org/keywords/flag","display_name":"Flag (linear algebra)","score":0.4115487039089203},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4066063165664673},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16173729300498962},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10882076621055603},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0775676965713501},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0753231942653656}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6875437498092651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6173959374427795},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.5639617443084717},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.5474553108215332},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.4915812909603119},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4560941457748413},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45144838094711304},{"id":"https://openalex.org/C2776730729","wikidata":"https://www.wikidata.org/wiki/Q1392130","display_name":"Flag (linear algebra)","level":3,"score":0.4115487039089203},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4066063165664673},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16173729300498962},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10882076621055603},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0775676965713501},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0753231942653656},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3209811.3209860","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3209811.3209860","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3209811.3209860","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3209811.3209860","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3209811.3209860","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3209811.3209860","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G138770386","display_name":null,"funder_award_id":"CNS-1253063","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G185677863","display_name":null,"funder_award_id":"CNS-1645952","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3331768354","display_name":null,"funder_award_id":"CNS-1405826","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G434296249","display_name":null,"funder_award_id":"1645952","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5412938950","display_name":"CAREER: Model-based Energy Management for Sustainable Buildings","funder_award_id":"1253063","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5739655505","display_name":"II-New: A Programmable Data-Driven Testbed for Sustainable Buildings Research","funder_award_id":"1405826","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5783514771","display_name":"PFI:BIC - Utility-driven Smart Energy Services","funder_award_id":"1534080","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5953681897","display_name":null,"funder_award_id":"IIP-1534080, CNS-1645952, CNS-1405826, CNS-1253063, CNS-1505422, CCF-1522054","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6580219633","display_name":"Breakthrough: Enhancing Privacy in Smart Buildings and Homes","funder_award_id":"1505422","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7652844046","display_name":null,"funder_award_id":"IIP-1534080, CNS-1645952, CNS-1405826, CNS-1253063, CNS-1505422","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8496020985","display_name":null,"funder_award_id":"50542","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8626354529","display_name":null,"funder_award_id":"CCF-1522054","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808870187.pdf","grobid_xml":"https://content.openalex.org/works/W2808870187.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W38256774","https://openalex.org/W1536447791","https://openalex.org/W1968277170","https://openalex.org/W1968955384","https://openalex.org/W2013120098","https://openalex.org/W2047910093","https://openalex.org/W2075152505","https://openalex.org/W2079547580","https://openalex.org/W2091330461","https://openalex.org/W2099365903","https://openalex.org/W2101234009","https://openalex.org/W2114668738","https://openalex.org/W2143829446","https://openalex.org/W2143891888","https://openalex.org/W2157538353","https://openalex.org/W2400817954","https://openalex.org/W2470207857","https://openalex.org/W2560097639","https://openalex.org/W2571896041","https://openalex.org/W2597698217","https://openalex.org/W2610354682","https://openalex.org/W2618724668","https://openalex.org/W2748062499","https://openalex.org/W2963963632","https://openalex.org/W4237126737"],"related_works":["https://openalex.org/W2982930857","https://openalex.org/W3199607909","https://openalex.org/W3120797817","https://openalex.org/W2907976155","https://openalex.org/W2505141013","https://openalex.org/W2029999451","https://openalex.org/W4379207511","https://openalex.org/W3090120914","https://openalex.org/W3088961008","https://openalex.org/W4383066645"],"abstract_inverted_index":{"The":[0],"proliferation":[1],"of":[2,20,90],"solar":[3,31,78,102,144],"deployments":[4,13],"has":[5],"significantly":[6],"increased":[7],"over":[8],"the":[9,17,28,87,148],"years.":[10],"Analyzing":[11],"these":[12],"can":[14,26,43,113,134],"lead":[15],"to":[16,85,125,136,167,175],"timely":[18],"detection":[19],"anomalies":[21,45,157,176],"in":[22,46,77,105,158,171],"power":[23,47,79,159,172],"generation,":[24],"which":[25],"maximize":[27],"benefits":[29],"from":[30,81,118],"energy.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36],"propose":[37],"SolarClique,":[38],"a":[39,91],"data-driven":[40],"approach":[41,74,99,133,152,163],"that":[42,110],"flag":[44,94],"generation":[48,80],"with":[49,116,128,156],"high":[50,129],"accuracy.":[51,130],"Unlike":[52],"prior":[53],"approaches,":[54],"our":[55,73,98,111,132,151,162],"work":[56,115],"neither":[57],"depends":[58],"on":[59,100],"expensive":[60],"instrumentation":[61],"nor":[62],"does":[63],"it":[64],"require":[65],"external":[66],"inputs":[67],"such":[68,180],"as":[69,181],"weather":[70],"data.":[71],"Rather":[72],"exploits":[75],"correlations":[76],"geographically":[82,120],"nearby":[83,121],"sites":[84,122,155],"predict":[86],"expected":[88],"output":[89,173],"site":[92],"and":[93,177],"anomalies.":[95],"We":[96,108],"evaluate":[97],"88":[101,149],"installations":[103],"located":[104],"Austin,":[106],"Texas.":[107],"show":[109],"algorithm":[112],"even":[114],"data":[117],"few":[119,143],"(>5":[123],"sites)":[124],"produce":[126],"results":[127],"Thus,":[131],"scale":[135],"sparsely":[137],"populated":[138],"regions,":[139],"where":[140],"there":[141],"are":[142],"installations.":[145],"Further,":[146],"among":[147],"installations,":[150],"reported":[153],"76":[154],"generation.":[160],"Moreover,":[161],"is":[164],"robust":[165],"enough":[166],"distinguish":[168],"between":[169],"reduction":[170],"due":[174],"other":[178],"factors":[179],"cloudy":[182],"conditions.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2018-06-29T00:00:00"}
