{"id":"https://openalex.org/W2078615584","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251145","title":"Weather-based solar energy prediction","display_name":"Weather-based solar energy prediction","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2078615584","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251145","mag":"2078615584"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2012.6251145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1268615","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065404842","display_name":"Marcin Detyniecki","orcid":"https://orcid.org/0000-0001-5669-4871"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marcin Detyniecki","raw_affiliation_strings":["Universit\u00e9 Pierre et, LIP6 - UPMC - CNRS, Paris, France","Universit\u00e9 Pierre et Marie Curie, LIP6 - UPMC - CNRS, 4 place Jussieu, 75005 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Pierre et, LIP6 - UPMC - CNRS, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Universit\u00e9 Pierre et Marie Curie, LIP6 - UPMC - CNRS, 4 place Jussieu, 75005 Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076504951","display_name":"Christophe Marsala","orcid":"https://orcid.org/0000-0002-4022-9796"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Marsala","raw_affiliation_strings":["Universit\u00e9 Pierre et, LIP UPMC, Paris, France","Universit\u00e9 Pierre et Marie Curie, LIP6/UPMC, 4 place Jussieu, 75005 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Pierre et, LIP UPMC, Paris, France","institution_ids":["https://openalex.org/I39804081"]},{"raw_affiliation_string":"Universit\u00e9 Pierre et Marie Curie, LIP6/UPMC, 4 place Jussieu, 75005 Paris, France","institution_ids":["https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054294211","display_name":"Ashwati Krishnan","orcid":"https://orcid.org/0000-0002-9229-1639"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashwati Krishnan","raw_affiliation_strings":["Dept of Elect. & Comp., Carnegie Mellon University, Pittsburgh, PA, USA","Dept of Elect. & Comp. Engineering (ECE), Carnegie Mellon University, Pittsburgh PA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept of Elect. & Comp., Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Dept of Elect. & Comp. Engineering (ECE), Carnegie Mellon University, Pittsburgh PA USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080883897","display_name":"Mel Siegel","orcid":"https://orcid.org/0000-0003-0934-1584"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mel Siegel","raw_affiliation_strings":["The Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1292,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.57479565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":1.0,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9994000196456909,"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/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.9896000027656555,"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/photovoltaic-system","display_name":"Photovoltaic system","score":0.634970486164093},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.5831766724586487},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5463389754295349},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5415125489234924},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5406060218811035},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.537199079990387},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.49313586950302124},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.47297990322113037},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46862295269966125},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.46341341733932495},{"id":"https://openalex.org/keywords/sunlight","display_name":"Sunlight","score":0.41233766078948975},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24157485365867615},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22658368945121765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21291175484657288},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19572299718856812},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19556811451911926},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1050443947315216},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07242074608802795}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.634970486164093},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.5831766724586487},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5463389754295349},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5415125489234924},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5406060218811035},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.537199079990387},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.49313586950302124},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.47297990322113037},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46862295269966125},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.46341341733932495},{"id":"https://openalex.org/C170853661","wikidata":"https://www.wikidata.org/wiki/Q193788","display_name":"Sunlight","level":2,"score":0.41233766078948975},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24157485365867615},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22658368945121765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21291175484657288},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19572299718856812},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19556811451911926},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1050443947315216},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07242074608802795},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/fuzz-ieee.2012.6251145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01273254v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01273254","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The Fuzz-IEEE'2012 Conference, Jun 2012, Brisbane, Australia. pp.587-593, ⟨10.1109/FUZZ-IEEE.2012.6251145⟩","raw_type":"Conference papers"},{"id":"pmh:oai:zenodo.org:1268615","is_oa":true,"landing_page_url":"https://zenodo.org/record/1268615","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1268615","is_oa":true,"landing_page_url":"https://zenodo.org/record/1268615","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1939244059","https://openalex.org/W2015487637","https://openalex.org/W2074704352","https://openalex.org/W2079547580","https://openalex.org/W2090372157","https://openalex.org/W2103231855","https://openalex.org/W2104958505","https://openalex.org/W2109292243","https://openalex.org/W2119475352","https://openalex.org/W2149706766","https://openalex.org/W2159209903","https://openalex.org/W2160955601","https://openalex.org/W2164099269","https://openalex.org/W2169498704","https://openalex.org/W2172045851","https://openalex.org/W2477400917","https://openalex.org/W3085162807","https://openalex.org/W3121299688","https://openalex.org/W6675613559","https://openalex.org/W6683952133"],"related_works":["https://openalex.org/W3135707949","https://openalex.org/W2280159995","https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2344156960","https://openalex.org/W2369052496","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2557361546","https://openalex.org/W2913146933"],"abstract_inverted_index":{"Photovoltaic":[0],"solar":[1,64,92],"panels":[2],"are":[3],"effective":[4],"energy":[5,13,32,53,76,116],"sources":[6],"during":[7],"periods":[8],"of":[9,51,62,69,102],"bright":[10],"sunlight.":[11],"Excess":[12],"can":[14],"be":[15],"stored":[16,31,52],"for":[17],"later":[18,35],"use":[19,29],"at":[20],"night":[21],"or":[22,34],"on":[23,38,45,87,110,129],"cloudy":[24],"days.":[25],"The":[26,66],"decision":[27,112,142],"to":[28,41,57,99,121,126,149],"the":[30,43,58,63,70,103,115,127,130,135,150],"now":[33],"depends":[36],"largely":[37],"being":[39],"able":[40],"predict":[42],"weather":[44,71],"different":[46],"timescales.":[47],"Short":[48],"term":[49,74],"prediction":[50,124],"is":[54,144],"challenging":[55],"due":[56],"non-trivial":[59],"I-V":[60],"characteristic":[61],"cell.":[65],"erratic":[67],"nature":[68],"makes":[72],"long":[73],"predictive":[75],"management":[77],"difficult.":[78],"In":[79],"this":[80],"paper,":[81],"we":[82],"address":[83],"these":[84],"issues":[85],"based":[86,109],"data":[88],"collected":[89],"from":[90],"a":[91,122,140,145],"panel,":[93],"as":[94,96],"well":[95],"its":[97],"relationship":[98],"observations":[100],"made":[101],"weather.":[104],"We":[105],"observe":[106],"that":[107],"prediction,":[108],"fuzzy":[111,136,141],"trees,":[113],"reduces":[114],"error":[117],"by":[118,139],"22%":[119],"compared":[120,148],"constant":[123],"equal":[125],"average":[128],"studied":[131],"period.":[132],"Thus,":[133],"exploiting":[134],"classification":[137],"provided":[138],"tree":[143],"good":[146],"improvement":[147],"baseline.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}