{"id":"https://openalex.org/W2960115148","doi":"https://doi.org/10.1109/access.2019.2927804","title":"Fuzzy Predictor With Additive Learning for Very Short-Term PV Power Generation","display_name":"Fuzzy Predictor With Additive Learning for Very Short-Term PV Power Generation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2960115148","doi":"https://doi.org/10.1109/access.2019.2927804","mag":"2960115148"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2927804","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2927804","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08758963.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08758963.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014082796","display_name":"Mohammad Monfared","orcid":"https://orcid.org/0000-0002-8987-0883"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Monfared","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Swansea University, Swansea, U.K"],"raw_orcid":"https://orcid.org/0000-0002-8987-0883","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Swansea University, Swansea, U.K","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043388497","display_name":"Meghdad Fazeli","orcid":"https://orcid.org/0000-0003-1448-5339"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Meghdad Fazeli","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Swansea University, Swansea, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Swansea University, Swansea, U.K","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063698602","display_name":"Richard P. Lewis","orcid":null},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Lewis","raw_affiliation_strings":["College of Engineering, Swansea University, Swansea, SPECIFIC, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Swansea University, Swansea, SPECIFIC, U.K","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018823847","display_name":"Justin Searle","orcid":"https://orcid.org/0000-0003-1101-075X"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Justin Searle","raw_affiliation_strings":["College of Engineering, Swansea University, Swansea, SPECIFIC, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Swansea University, Swansea, SPECIFIC, U.K","institution_ids":["https://openalex.org/I39586589"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39586589"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.748,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.92543232,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"91183","last_page":"91192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9998999834060669,"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":0.9998999834060669,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.996399998664856,"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/term","display_name":"Term (time)","score":0.787283182144165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.64897620677948},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5135253071784973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4856637716293335},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4364808201789856}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.787283182144165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.64897620677948},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5135253071784973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4856637716293335},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4364808201789856},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":3,"locations":[{"id":"doi:10.1109/access.2019.2927804","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2927804","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08758963.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:cronfa.swan.ac.uk:cronfa50996","is_oa":true,"landing_page_url":"https://cronfa.swan.ac.uk/Record/cronfa50996","pdf_url":"https://cronfa.swan.ac.uk/Record/cronfa50996/Download/0050996-07082019130114.pdf","source":{"id":"https://openalex.org/S4306401612","display_name":"Cronfa (Swansea University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39586589","host_organization_name":"Swansea University","host_organization_lineage":["https://openalex.org/I39586589"],"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"},{"id":"pmh:oai:doaj.org/article:ce0a0c79637341a79993e4a0c22e14c4","is_oa":true,"landing_page_url":"https://doaj.org/article/ce0a0c79637341a79993e4a0c22e14c4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 91183-91192 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2927804","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2927804","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08758963.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6700000166893005,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1412912860","display_name":null,"funder_award_id":"c80892","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5823187455","display_name":null,"funder_award_id":"EP/N020863/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G644803619","display_name":"Sustainable Product Engineering Centre for Innovative Functional Industrial Coatings (SPECIFIC)","funder_award_id":"920036","funder_id":"https://openalex.org/F4320335087","funder_display_name":"Innovate UK"},{"id":"https://openalex.org/G6742601278","display_name":null,"funder_award_id":"c80892","funder_id":"https://openalex.org/F4320316111","funder_display_name":"Llywodraeth Cymru"},{"id":"https://openalex.org/G7572688740","display_name":"SPECIFIC IKC Phase 2","funder_award_id":"EP/N020863/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8012901923","display_name":null,"funder_award_id":"Grant c80892","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320316111","display_name":"Llywodraeth Cymru","ror":"https://ror.org/000wh6t45"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320335087","display_name":"Innovate UK","ror":"https://ror.org/05ar5fy68"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2960115148.pdf","grobid_xml":"https://content.openalex.org/works/W2960115148.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1678012523","https://openalex.org/W1969602225","https://openalex.org/W1983113304","https://openalex.org/W2023579365","https://openalex.org/W2031939255","https://openalex.org/W2050288270","https://openalex.org/W2115294291","https://openalex.org/W2120912971","https://openalex.org/W2164777612","https://openalex.org/W2278589437","https://openalex.org/W2317094831","https://openalex.org/W2402682637","https://openalex.org/W2469734051","https://openalex.org/W2525448601","https://openalex.org/W2539201476","https://openalex.org/W2562296737","https://openalex.org/W2608089436","https://openalex.org/W2621841909","https://openalex.org/W2635776906","https://openalex.org/W2751698537","https://openalex.org/W2762797296","https://openalex.org/W2763128055","https://openalex.org/W2767559196","https://openalex.org/W2773629498","https://openalex.org/W2790171198","https://openalex.org/W2807966350","https://openalex.org/W2891460982","https://openalex.org/W2897143050","https://openalex.org/W2939569436","https://openalex.org/W3143014916","https://openalex.org/W6719051719"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Photovoltaic":[0],"(PV)":[1],"power":[2,51,56],"generation":[3,52,57],"is":[4,86,115],"highly":[5],"intermittent":[6],"in":[7,179],"nature":[8],"and":[9,22,25,29,137,149,153,168],"any":[10],"accurate":[11],"very":[12,46],"short-term":[13,47],"prediction":[14,48,132,186],"can":[15],"decrease":[16],"the":[17,27,54,69,76,91,95,102,119,128,131,138,159,162,180,189],"impact":[18],"of":[19,32,49,82,147,158,161,199],"its":[20,154,184],"uncertainties":[21],"operation":[23],"costs":[24],"boost":[26],"reliable":[28],"efficient":[30],"integration":[31],"PV":[33,50,70,150,177],"systems":[34],"into":[35],"micro/smart":[36],"grids.":[37],"This":[38,99],"work":[39],"develops":[40],"a":[41,175,193],"new":[42,124],"generalized":[43],"technique":[44],"for":[45,143],"from":[53,68,94,123],"lagged":[55],"data":[58,71,97,105,125],"using":[59],"fuzzy":[60,77,92,167],"techniques.":[61],"A":[62,79],"preprocessor":[63],"extracts":[64],"relevant":[65],"statistical":[66],"features":[67],"which":[72,117],"are":[73],"fed":[74],"to":[75,88,121,141],"predictor.":[78],"modified":[80],"version":[81],"Wang-Mendel":[83],"training":[84,96,104],"algorithm":[85],"employed":[87],"directly":[89],"extract":[90],"rules":[93],"pairs.":[98],"methodology":[100],"exploits":[101],"limited":[103],"more":[106],"efficiently.":[107],"In":[108],"addition,":[109],"an":[110],"online":[111],"additive":[112],"learning":[113],"routine":[114],"proposed,":[116],"enables":[118],"predictor":[120,139],"learn":[122],"while":[126],"running":[127],"predictions.":[129],"So,":[130],"accuracy":[133],"increases":[134],"over":[135],"time":[136],"updates":[140],"account":[142],"long-term":[144],"changing":[145],"conditions":[146],"weather":[148],"system":[151,178],"performance":[152],"surroundings.":[155],"Numerical":[156],"results":[157],"comparison":[160],"proposed":[163],"approach":[164],"with":[165,192],"simple":[166],"traditional":[169],"artificial":[170],"neural":[171],"network":[172],"methods":[173],"on":[174],"live":[176],"United":[181],"Kingdom":[182],"demonstrate":[183],"improved":[185],"accuracy,":[187],"outperforming":[188],"benchmark":[190],"approaches":[191],"normalized":[194],"mean":[195],"absolute":[196],"error":[197],"(NMAE)":[198],"3.6%.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}