{"id":"https://openalex.org/W2801543380","doi":"https://doi.org/10.4018/ijmstr.2017070101","title":"Integration of Gaussian Processes and Particle Swarm Optimization for Very-Short Term Wind Speed Forecasting in Smart Power","display_name":"Integration of Gaussian Processes and Particle Swarm Optimization for Very-Short Term Wind Speed Forecasting in Smart Power","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2801543380","doi":"https://doi.org/10.4018/ijmstr.2017070101","mag":"2801543380"},"language":"en","primary_location":{"id":"doi:10.4018/ijmstr.2017070101","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijmstr.2017070101","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=205541&isxn=9781522515517","source":{"id":"https://openalex.org/S4210228540","display_name":"International Journal of Monitoring and Surveillance Technologies Research","issn_l":"2166-7241","issn":["2166-7241","2166-725X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Monitoring and Surveillance Technologies Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=205541&isxn=9781522515517","any_repository_has_fulltext":true},"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":["Purdue University, West Lafayette, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030307010","display_name":"Georgios Karagiannis","orcid":"https://orcid.org/0000-0002-2677-1474"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Georgios Karagiannis","raw_affiliation_strings":["University of Durham, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Durham, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4224,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.66936836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"5","issue":"3","first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"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":1.0,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9955000281333923,"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":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7166990637779236},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.7134596705436707},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.593354344367981},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.5916483402252197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5690490007400513},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5425394773483276},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5414315462112427},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.5260871648788452},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5045305490493774},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.4403855800628662},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4299255311489105},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4249817132949829},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4248157739639282},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41054973006248474},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33924591541290283},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2864440083503723},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24330484867095947},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2068479061126709},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1960485577583313},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1268487274646759},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07509702444076538}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7166990637779236},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.7134596705436707},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.593354344367981},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.5916483402252197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5690490007400513},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5425394773483276},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5414315462112427},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.5260871648788452},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5045305490493774},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.4403855800628662},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4299255311489105},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4249817132949829},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4248157739639282},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41054973006248474},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33924591541290283},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2864440083503723},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24330484867095947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2068479061126709},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1960485577583313},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1268487274646759},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07509702444076538},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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":3,"locations":[{"id":"doi:10.4018/ijmstr.2017070101","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijmstr.2017070101","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=205541&isxn=9781522515517","source":{"id":"https://openalex.org/S4210228540","display_name":"International Journal of Monitoring and Surveillance Technologies Research","issn_l":"2166-7241","issn":["2166-7241","2166-725X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Monitoring and Surveillance Technologies Research","raw_type":"journal-article"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:23656","is_oa":false,"landing_page_url":"http://dro.dur.ac.uk/23656/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196258","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"International journal of monitoring and surveillance technologies research, 2017, Vol.5(3), pp.1-14 [Peer Reviewed Journal]","raw_type":"Article"},{"id":"pmh:oai:durham-repository.worktribe.com:1370019","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1370019","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.4018/ijmstr.2017070101","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijmstr.2017070101","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=205541&isxn=9781522515517","source":{"id":"https://openalex.org/S4210228540","display_name":"International Journal of Monitoring and Surveillance Technologies Research","issn_l":"2166-7241","issn":["2166-7241","2166-725X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Monitoring and Surveillance Technologies Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7599999904632568,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2801543380.pdf","grobid_xml":"https://content.openalex.org/works/W2801543380.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W93837549","https://openalex.org/W1451923071","https://openalex.org/W1663973292","https://openalex.org/W1970382661","https://openalex.org/W1970921864","https://openalex.org/W1987381303","https://openalex.org/W2024692966","https://openalex.org/W2031684115","https://openalex.org/W2039238531","https://openalex.org/W2060606400","https://openalex.org/W2061390484","https://openalex.org/W2089758604","https://openalex.org/W2095371435","https://openalex.org/W2108824233","https://openalex.org/W2111395484","https://openalex.org/W2127691422","https://openalex.org/W2145113795","https://openalex.org/W2172031820","https://openalex.org/W2334018742","https://openalex.org/W2387399365","https://openalex.org/W2798741797","https://openalex.org/W2905148377","https://openalex.org/W4211049957","https://openalex.org/W6629510986","https://openalex.org/W6913009710"],"related_works":["https://openalex.org/W1968523686","https://openalex.org/W298893735","https://openalex.org/W2199291344","https://openalex.org/W2167342507","https://openalex.org/W4247222564","https://openalex.org/W4221140712","https://openalex.org/W2211316729","https://openalex.org/W3123323883","https://openalex.org/W2151794096","https://openalex.org/W2273942994"],"abstract_inverted_index":{"This":[0],"article":[1],"describes":[2],"how":[3],"the":[4,10,35,53,97,108,119,135,138,143,162,165],"integration":[5,163],"of":[6,37,40,60,67,99,129,137,164],"renewable":[7,41],"energy":[8,42],"in":[9,17,140],"power":[11],"grid":[12,23],"is":[13,52,59,81,105,116],"a":[14,21,68,74,126,170],"critical":[15,38],"issue":[16],"order":[18],"to":[19,47,63],"realize":[20],"smart":[22],"infrastructure.":[24],"To":[25],"that":[26,30,57],"end,":[27],"intelligent":[28],"methods":[29],"monitor":[31],"and":[32],"currently":[33],"predict":[34],"values":[36],"variables":[39],"are":[43,149],"essential.":[44],"With":[45],"respect":[46],"wind":[48,54,69,79,122,144],"power,":[49],"such":[50],"variable":[51],"speed":[55,80,123],"given":[56,106],"it":[58],"great":[61],"interest":[62],"efficient":[64],"schedule":[65],"operation":[66],"farm.":[70],"In":[71],"this":[72],"article,":[73],"new":[75],"methodology":[76,89,139],"for":[77,83,118,125],"predicting":[78],"presented":[82],"very":[84],"short-term":[85],"prediction":[86,124,127],"horizons.":[87],"The":[88,113],"integrates":[90],"multiple":[91,167],"Gaussian":[92,156],"process":[93,157],"regressors":[94,158],"(GPR)":[95],"via":[96],"adoption":[98],"an":[100],"optimization":[101,111],"problem":[102],"whose":[103],"solution":[104],"by":[107],"particle":[109],"swarm":[110],"algorithm.":[112,172],"optimized":[114],"framework":[115],"utilized":[117],"average":[120],"hourly":[121],"horizon":[128],"six":[130],"hours":[131],"ahead.":[132],"Results":[133],"demonstrate":[134],"ability":[136],"accurately":[141],"forecasting":[142],"speed.":[145],"Furthermore,":[146],"obtained":[147],"forecasts":[148],"compared":[150],"with":[151],"those":[152],"taken":[153],"from":[154,161],"single":[155],"as":[159],"well":[160],"same":[166],"GPR":[168],"using":[169],"genetic":[171]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
