{"id":"https://openalex.org/W2407873688","doi":"https://doi.org/10.3233/978-1-61499-098-7-981","title":"Predicting the Power Output of Distributed Renewable Energy Resources within a Broad Geographical Region","display_name":"Predicting the Power Output of Distributed Renewable Energy Resources within a Broad Geographical Region","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2407873688","doi":"https://doi.org/10.3233/978-1-61499-098-7-981","mag":"2407873688"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-098-7-981","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-098-7-981","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-098-7-981","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Panagopoulos Athanasios Aris","orcid":null},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagopoulos Athanasios Aris","raw_affiliation_strings":["[Electronic and computer engineering, Technical University of Crete, Greece]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Electronic and computer engineering, Technical University of Crete, Greece]","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029088756","display_name":"Georgios Chalkiadakis","orcid":"https://orcid.org/0000-0002-0716-2972"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Chalkiadakis Georgios","raw_affiliation_strings":["[Electronic and computer engineering, Technical University of Crete, Greece]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Electronic and computer engineering, Technical University of Crete, Greece]","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071434403","display_name":"Eftichios Koutroulis","orcid":"https://orcid.org/0000-0003-1285-8840"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Koutroulis Eftichios","raw_affiliation_strings":["[Electronic and computer engineering, Technical University of Crete, Greece]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Electronic and computer engineering, Technical University of Crete, Greece]","institution_ids":["https://openalex.org/I55741626"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55741626"],"apc_list":null,"apc_paid":null,"fwci":3.5319,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94050992,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"981","last_page":"986"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9959999918937683,"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":0.9941999912261963,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.7506778836250305},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4574195444583893},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.37097325921058655},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3570706248283386},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17779582738876343},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14441096782684326},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08855369687080383}],"concepts":[{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7506778836250305},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4574195444583893},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37097325921058655},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3570706248283386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17779582738876343},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14441096782684326},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08855369687080383},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-098-7-981","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-098-7-981","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.soton.ac.uk:341638","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.soton.ac.uk/341638/1/pckPowerOutPredecai2012.pdf","source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"mag:2407873688","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/341638/1/pckPowerOutPredecai2012.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418308","display_name":"European Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"European Conference on Artificial Intelligence","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-098-7-981","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-098-7-981","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7900000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320277","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543"},{"id":"https://openalex.org/F4320320279","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W156819711","https://openalex.org/W284143656","https://openalex.org/W1558639116","https://openalex.org/W1600041828","https://openalex.org/W1963929176","https://openalex.org/W1970901007","https://openalex.org/W1988568099","https://openalex.org/W1990875890","https://openalex.org/W2036841285","https://openalex.org/W2046256955","https://openalex.org/W2067437859","https://openalex.org/W2067722023","https://openalex.org/W2084724629","https://openalex.org/W2098677588","https://openalex.org/W2107303585","https://openalex.org/W2123235979","https://openalex.org/W2124776405","https://openalex.org/W2145859029","https://openalex.org/W2158833218","https://openalex.org/W2163183954","https://openalex.org/W2331904960"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3017124762","https://openalex.org/W3097919110","https://openalex.org/W2710710002","https://openalex.org/W2021194995","https://openalex.org/W4221107878","https://openalex.org/W4220683285","https://openalex.org/W4212924852","https://openalex.org/W3126713256","https://openalex.org/W3157762916"],"abstract_inverted_index":{"In":[0,24],"recent":[1],"years,":[2],"estimating":[3],"the":[4,60,110,159],"power":[5],"output":[6,57],"of":[7,43,62,109,155],"inherently":[8],"intermittent":[9],"and":[10,21,47,113,129,143,147,149],"potentially":[11],"distributed":[12],"renewable":[13],"energy":[14],"sources":[15],"has":[16],"become":[17],"a":[18,54,65,106,122,162],"major":[19],"scientific":[20],"societal":[22],"concern.":[23],"this":[25],"paper,":[26],"we":[27,52],"provide":[28],"an":[29,34,96],"algorithmic":[30],"framework,":[31],"along":[32],"with":[33,100,131],"interactive":[35],"web-based":[36,151],"tool,":[37],"to":[38,158],"enable":[39],"short-to-middle":[40],"term":[41],"forecasts":[42],"photovoltaic":[44],"(PV)":[45],"systems":[46],"wind":[48],"generators":[49],"output.":[50],"Importantly,":[51],"propose":[53],"generic":[55],"PV":[56],"estimation":[58],"method,":[59],"backbone":[61],"which":[63],"is":[64],"solar":[66],"irradiance":[67],"approximation":[68,86],"model":[69,83],"that":[70,115],"incorporates":[71],"free-to-use,":[72],"readily":[73],"available":[74],"meteorological":[75],"data":[76,164],"coming":[77],"from":[78],"online":[79],"weather":[80,145],"stations.":[81],"The":[82],"utilizes":[84],"non-linear":[85],"components":[87],"for":[88],"turning":[89],"cloud-coverage":[90],"into":[91],"radiation":[92],"forecasts,":[93],"such":[94],"as":[95,161],"MLP":[97],"neural":[98],"network":[99],"one":[101],"hidden":[102],"layer.":[103],"We":[104],"present":[105],"thorough":[107],"evaluation":[108],"proposed":[111],"techniques,":[112],"show":[114],"they":[116],"can":[117,153],"be":[118,154],"successfully":[119],"employed":[120],"within":[121],"broad":[123],"geographical":[124],"region":[125],"(the":[126],"Mediterranean":[127],"belt)":[128],"come":[130],"specific":[132],"performance":[133],"guarantees.":[134],"Crucially,":[135],"our":[136,150],"methods":[137],"do":[138],"not":[139],"rely":[140],"on":[141],"complex":[142],"expensive":[144],"models":[146],"data,":[148],"tool":[152],"immediate":[156],"use":[157],"community":[160],"simulation":[163],"acquisition":[165],"platform.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
