{"id":"https://openalex.org/W2248484948","doi":"https://doi.org/10.1109/iisa.2015.7388051","title":"Anticipation of minutes-ahead household active power consumption using Gaussian processes","display_name":"Anticipation of minutes-ahead household active power consumption using Gaussian processes","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2248484948","doi":"https://doi.org/10.1109/iisa.2015.7388051","mag":"2248484948"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2015.7388051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2015.7388051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA)","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/A5074118906","display_name":"Miltiadis Alamaniotis","orcid":"https://orcid.org/0000-0003-0787-5013"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miltiadis Alamaniotis","raw_affiliation_strings":["Applied Intelligent Systems Laboratory, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Intelligent Systems Laboratory, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076719857","display_name":"Lefteri H. Tsoukalas","orcid":"https://orcid.org/0000-0002-6718-1163"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lefteri H. Tsoukalas","raw_affiliation_strings":["Applied Intelligent Systems Laboratory, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Intelligent Systems Laboratory, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.8235,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.6937524,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9987999796867371,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9987999796867371,"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":0.9977999925613403,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anticipation","display_name":"Anticipation (artificial intelligence)","score":0.87196284532547},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.5688778162002563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5204546451568604},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5113863348960876},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5052059292793274},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.4536426067352295},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4328133463859558},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25300824642181396},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09462496638298035},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.06175270676612854}],"concepts":[{"id":"https://openalex.org/C176777502","wikidata":"https://www.wikidata.org/wiki/Q4774623","display_name":"Anticipation (artificial intelligence)","level":2,"score":0.87196284532547},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.5688778162002563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5204546451568604},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5113863348960876},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5052059292793274},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.4536426067352295},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4328133463859558},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25300824642181396},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09462496638298035},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.06175270676612854},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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:10.1109/iisa.2015.7388051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2015.7388051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W162400574","https://openalex.org/W632217890","https://openalex.org/W1451923071","https://openalex.org/W1571604593","https://openalex.org/W1663973292","https://openalex.org/W1746819321","https://openalex.org/W1861517257","https://openalex.org/W1973226301","https://openalex.org/W2000164913","https://openalex.org/W2006048156","https://openalex.org/W2009086942","https://openalex.org/W2042131079","https://openalex.org/W2075022539","https://openalex.org/W2108826826","https://openalex.org/W2117825288","https://openalex.org/W2157394313","https://openalex.org/W2166232299","https://openalex.org/W2334018742","https://openalex.org/W2359645810","https://openalex.org/W2764791077","https://openalex.org/W4211049957","https://openalex.org/W4229740899","https://openalex.org/W4246963185","https://openalex.org/W6629510986","https://openalex.org/W6629804754","https://openalex.org/W7070780097"],"related_works":["https://openalex.org/W3134687574","https://openalex.org/W3122875826","https://openalex.org/W2801840707","https://openalex.org/W3125144661","https://openalex.org/W1508952207","https://openalex.org/W2368681198","https://openalex.org/W2067148214","https://openalex.org/W1503640484","https://openalex.org/W2906377796","https://openalex.org/W2248484948"],"abstract_inverted_index":{"In":[0,37,53],"price":[1],"directed":[2],"electricity":[3,10,27],"markets,":[4],"participants":[5],"continuously":[6],"monitor":[7],"the":[8,17,45,59,70,76,89,123,126],"cleared":[9],"prices":[11],"and":[12],"respond":[13],"to":[14,24],"them":[15],"with":[16,82],"amount":[18],"of":[19,66,72,78,91,98],"energy":[20],"they":[21],"would":[22],"like":[23],"purchase.":[25],"Thus,":[26],"purchase":[28],"decisions":[29],"are":[30,62],"significantly":[31],"facilitated":[32],"by":[33],"anticipating":[34,44],"future":[35],"consumption.":[36,102],"this":[38],"paper,":[39],"a":[40,118],"data-driven":[41],"method":[42],"for":[43,64,96],"active":[46],"power":[47],"consumption":[48,68,112],"in":[49,110],"households":[50],"is":[51,86,116],"presented.":[52],"particular,":[54],"Gaussian":[55,79],"processes":[56,80],"(GP)":[57],"from":[58],"machine-learning":[60],"realm":[61],"used":[63],"anticipation":[65,97],"electrical":[67],"at":[69],"level":[71],"individual":[73],"households.":[74],"Additionally,":[75],"performance":[77],"equipped":[81],"various":[83],"kernel":[84,120],"functions":[85],"benchmarked":[87],"against":[88],"approach":[90],"autoregressive":[92],"moving":[93],"average":[94],"(ARMA)":[95],"ten":[99],"minute-ahead":[100,111],"household":[101],"The":[103],"results":[104],"indicate":[105],"that":[106,121],"GP":[107],"outperforms":[108,122],"ARMA":[109],"anticipation,":[113],"while":[114],"there":[115],"not":[117],"dominant":[119],"rest":[124],"within":[125],"GPR":[127],"models.":[128]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
