{"id":"https://openalex.org/W2783793399","doi":"https://doi.org/10.1109/glocom.2017.8255070","title":"LASSO-Based Single Index Model for Solar Power Generation Forecasting","display_name":"LASSO-Based Single Index Model for Solar Power Generation Forecasting","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2783793399","doi":"https://doi.org/10.1109/glocom.2017.8255070","mag":"2783793399"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2017.8255070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2017.8255070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2017 - 2017 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"article","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/A5071892651","display_name":"Ningkai Tang","orcid":"https://orcid.org/0000-0001-7191-211X"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ningkai Tang","raw_affiliation_strings":["Dept. ECE, Auburn Univ., Auburn, AL, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. ECE, Auburn Univ., Auburn, AL, U.S.A","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080122431","display_name":"Shiwen Mao","orcid":"https://orcid.org/0000-0002-7052-0007"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiwen Mao","raw_affiliation_strings":["Dept. ECE, Auburn Univ., Auburn, AL, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. ECE, Auburn Univ., Auburn, AL, U.S.A","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072763681","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0003-2762-2988"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Dept. EE, Nanjing Univ. Aeronautics & Astronautics, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. EE, Nanjing Univ. Aeronautics & Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068446348","display_name":"Mark Nelms","orcid":"https://orcid.org/0000-0003-2350-2743"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Nelms","raw_affiliation_strings":["Dept. ECE, Auburn Univ., Auburn, AL, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. ECE, Auburn Univ., Auburn, AL, U.S.A","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5848,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71607872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9990000128746033,"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/T12368","display_name":"Grey System Theory Applications","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6879875063896179},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.6713615655899048},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6655073761940002},{"id":"https://openalex.org/keywords/solar-power","display_name":"Solar power","score":0.5917596220970154},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.5554999709129333},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5008053779602051},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4926948845386505},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4802115857601166},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.4509073495864868},{"id":"https://openalex.org/keywords/variable-renewable-energy","display_name":"Variable renewable energy","score":0.42786872386932373},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.42586496472358704},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3999377489089966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33260419964790344},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3078113794326782},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15915769338607788}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879875063896179},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.6713615655899048},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6655073761940002},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.5917596220970154},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.5554999709129333},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5008053779602051},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4926948845386505},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4802115857601166},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4509073495864868},{"id":"https://openalex.org/C2780789856","wikidata":"https://www.wikidata.org/wiki/Q7915732","display_name":"Variable renewable energy","level":4,"score":0.42786872386932373},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.42586496472358704},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3999377489089966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33260419964790344},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3078113794326782},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15915769338607788},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocom.2017.8255070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2017.8255070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2017 - 2017 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309904","display_name":"Auburn University","ror":"https://ror.org/02v80fc35"},{"id":"https://openalex.org/F4320337394","display_name":"Division of Engineering Education and Centers","ror":"https://ror.org/050rnw378"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W51105495","https://openalex.org/W1510627186","https://openalex.org/W1532463183","https://openalex.org/W1567227628","https://openalex.org/W1865198146","https://openalex.org/W1976648571","https://openalex.org/W1985514943","https://openalex.org/W1993668741","https://openalex.org/W2013120098","https://openalex.org/W2013676735","https://openalex.org/W2014454218","https://openalex.org/W2019949418","https://openalex.org/W2035411179","https://openalex.org/W2041094435","https://openalex.org/W2041716774","https://openalex.org/W2059534889","https://openalex.org/W2070761787","https://openalex.org/W2087084610","https://openalex.org/W2093075482","https://openalex.org/W2131780230","https://openalex.org/W2135046866","https://openalex.org/W2151767444","https://openalex.org/W2154180625","https://openalex.org/W2496032112","https://openalex.org/W2524035252","https://openalex.org/W2525407547","https://openalex.org/W4239181501","https://openalex.org/W6631884486","https://openalex.org/W6633775449"],"related_works":["https://openalex.org/W4256576576","https://openalex.org/W2380784125","https://openalex.org/W2810025138","https://openalex.org/W1997711767","https://openalex.org/W2344475471","https://openalex.org/W128985311","https://openalex.org/W4387885766","https://openalex.org/W2765894738","https://openalex.org/W3185647947","https://openalex.org/W3109677662"],"abstract_inverted_index":{"Despite":[0],"the":[1,12,63,78,88,103],"high":[2],"promises":[3],"of":[4,20,34,128],"renewable":[5,35],"energy,":[6],"it":[7,121],"brings":[8],"great":[9],"challenges":[10],"to":[11,17,27,87,98,126],"existing":[13,89],"power":[14,36,42,58,130],"grid":[15],"due":[16],"its":[18,30],"nature":[19],"intermittent":[21],"and":[22,54,95,116],"uncontrollable":[23],"generation.":[24,131],"In":[25,44],"order":[26],"fully":[28],"harvest":[29],"potential,":[31],"accurate":[32],"forecasting":[33,52,127],"generation":[37,59],"is":[38],"indispensable":[39],"for":[40,56],"effective":[41],"management.":[43],"this":[45],"paper,":[46],"we":[47],"propose":[48],"a":[49,71,82,112,122],"LASSO-":[50],"based":[51],"model":[53],"algorithm":[55,80],"solar":[57,129],"forecasting.":[60],"We":[61,75],"compare":[62],"proposed":[64],"scheme":[65],"with":[66,70],"two":[67],"representative":[68],"schemes":[69],"real":[72],"world":[73],"dataset.":[74],"find":[76],"that":[77],"LASSO-based":[79],"achieves":[81],"considerably":[83],"higher":[84],"accuracy":[85],"comparing":[86],"methods,":[90],"using":[91],"fewer":[92],"training":[93,104],"data":[94,100],"being":[96],"robust":[97],"anomaly":[99],"points":[101],"in":[102],"data.":[105],"Its":[106],"variable":[107],"selection":[108],"capability":[109],"also":[110],"offers":[111],"trade-off":[113],"between":[114],"complexity":[115],"accuracy,":[117],"which":[118],"all":[119],"make":[120],"highly":[123],"competitive":[124],"solution":[125]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
