{"id":"https://openalex.org/W2535796979","doi":"https://doi.org/10.1109/asscc.2012.6523279","title":"Forecasting model for the solar photovoltaics consumption in United States of America","display_name":"Forecasting model for the solar photovoltaics consumption in United States of America","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2535796979","doi":"https://doi.org/10.1109/asscc.2012.6523279","mag":"2535796979"},"language":"en","primary_location":{"id":"doi:10.1109/asscc.2012.6523279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asscc.2012.6523279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 10th International Power &amp; Energy Conference (IPEC)","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/A5036324192","display_name":"Thanh L\u00e2m Nguy\u1ec5n","orcid":"https://orcid.org/0000-0002-8268-9854"},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Thanh-Lam Nguyen","raw_affiliation_strings":["National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103717071","display_name":"Ying-Fang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ying-Fang Huang","raw_affiliation_strings":["National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080132497","display_name":"Ming\u2010Hung Shu","orcid":"https://orcid.org/0000-0001-5866-6700"},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Hung Shu","raw_affiliation_strings":["National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014204794","display_name":"Bi\u2010Min Hsu","orcid":"https://orcid.org/0000-0002-8484-5056"},"institutions":[{"id":"https://openalex.org/I91951123","display_name":"Cheng Shiu University","ror":"https://ror.org/011bdtx65","country_code":"TW","type":"education","lineage":["https://openalex.org/I91951123"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bi-Min Hsu","raw_affiliation_strings":["Department of Industrial Engineering and Management, Cheng Shiu University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Cheng Shiu University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I91951123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036324192"],"corresponding_institution_ids":["https://openalex.org/I89178830"],"apc_list":null,"apc_paid":null,"fwci":0.3999,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71909565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"25","issue":null,"first_page":"284","last_page":"288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9962000250816345,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9621999859809875,"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/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.8742605447769165},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.6325566172599792},{"id":"https://openalex.org/keywords/photovoltaics","display_name":"Photovoltaics","score":0.6191447973251343},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5008842945098877},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.46660324931144714},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.44593125581741333},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.43582555651664734},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.40120452642440796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40025293827056885},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3526862859725952},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32984185218811035},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.32075023651123047},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2804279625415802},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2273765206336975},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21974849700927734},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19795042276382446},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.1880045235157013},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1563120186328888},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14476656913757324},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1139788031578064},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08387267589569092}],"concepts":[{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.8742605447769165},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.6325566172599792},{"id":"https://openalex.org/C542589376","wikidata":"https://www.wikidata.org/wiki/Q192127","display_name":"Photovoltaics","level":3,"score":0.6191447973251343},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5008842945098877},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.46660324931144714},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.44593125581741333},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.43582555651664734},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.40120452642440796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40025293827056885},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3526862859725952},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32984185218811035},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.32075023651123047},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2804279625415802},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2273765206336975},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21974849700927734},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19795042276382446},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.1880045235157013},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1563120186328888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14476656913757324},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1139788031578064},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08387267589569092},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asscc.2012.6523279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asscc.2012.6523279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 10th International Power &amp; Energy Conference (IPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W123279083","https://openalex.org/W167204746","https://openalex.org/W1996658262","https://openalex.org/W2001196400","https://openalex.org/W2016211617","https://openalex.org/W2027431366","https://openalex.org/W2059355176","https://openalex.org/W2070036769","https://openalex.org/W2093230975","https://openalex.org/W2097201699","https://openalex.org/W2098348600","https://openalex.org/W2124970969","https://openalex.org/W2143369485","https://openalex.org/W3170960975","https://openalex.org/W3181805058","https://openalex.org/W6604947879","https://openalex.org/W6606882119","https://openalex.org/W6674691516"],"related_works":["https://openalex.org/W3139222185","https://openalex.org/W2115811963","https://openalex.org/W2953369890","https://openalex.org/W4379469318","https://openalex.org/W4309504760","https://openalex.org/W1767322088","https://openalex.org/W2989181651","https://openalex.org/W74935964","https://openalex.org/W2056376122","https://openalex.org/W4309705351"],"abstract_inverted_index":{"Sunlight":[0],"is":[1,12,17,45,135],"the":[2,56,68,88,93,99,103,108,124,140],"most":[3],"abundant":[4],"energy":[5,15,41,105],"resource":[6],"for":[7,33,67],"human":[8],"beings.":[9],"Solar":[10],"photovoltaics":[11],"a":[13,19,50,78,119],"green":[14,73],"which":[16],"playing":[18],"critical":[20],"role":[21],"in":[22,107],"helping":[23],"many":[24],"countries":[25],"fight":[26],"against":[27],"climate":[28],"change,":[29],"ensure":[30],"enough":[31],"supply":[32],"power":[34],"security,":[35],"and":[36,132],"reduce":[37],"their":[38],"dependency":[39],"on":[40],"imports.":[42],"Thus,":[43],"it":[44],"considered":[46],"important":[47],"to":[48,54,138],"build":[49],"good":[51],"statistical":[52],"model":[53,81,117,134],"forecast":[55],"consumption":[57,106],"amount":[58],"so":[59],"that":[60],"relevant":[61],"authorities":[62],"can":[63],"create":[64],"proper":[65],"policies":[66],"stable":[69],"development":[70],"of":[71,101,111,123,130],"this":[72,76,133],"industry.":[74],"In":[75,98],"study,":[77],"new":[79],"forecasting":[80,96,102],"named":[82],"FARIMA":[83],"was":[84],"proposed":[85],"by":[86],"combining":[87],"Fourier":[89],"residual":[90],"modification":[91],"with":[92],"traditional":[94],"ARIMA":[95],"model.":[97],"case":[100],"solar":[104],"United":[109],"States":[110],"Amercia,":[112],"FARIMA(1,1,1)(1,1,1)":[113],"<inf":[114],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[115],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">12</inf>":[116],"has":[118],"very":[120],"low":[121],"value":[122],"mean":[125],"absolute":[126],"percentage":[127],"error":[128],"(MAPE)":[129],"0.08%":[131],"strongly":[136],"suggested":[137],"do":[139],"forecasting.":[141]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
