{"id":"https://openalex.org/W2623013846","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015733","title":"Hybrid multi-objective forecasting of solar photovoltaic output using Kalman filter based interval type-2 fuzzy logic system","display_name":"Hybrid multi-objective forecasting of solar photovoltaic output using Kalman filter based interval type-2 fuzzy logic system","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2623013846","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015733","mag":"2623013846"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2017.8015733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Hybrid_multi-objective_forecasting_of_solar_photovoltaic_output_using_Kalman_filter_based_interval_type-2_fuzzy_logic_system/20829013","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077905182","display_name":"Saima Hassan","orcid":"https://orcid.org/0000-0002-6115-4092"},"institutions":[{"id":"https://openalex.org/I178777954","display_name":"Kohat University of Science and Technology","ror":"https://ror.org/057d2v504","country_code":"PK","type":"education","lineage":["https://openalex.org/I178777954"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Saima Hassan","raw_affiliation_strings":["Institute of Information Technology, Kohat University of Science and Technology, Kohat, Pakistan"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Kohat University of Science and Technology, Kohat, Pakistan","institution_ids":["https://openalex.org/I178777954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111256881","display_name":"Mojtaba A. Khanesar","orcid":null},"institutions":[{"id":"https://openalex.org/I928334797","display_name":"Semnan University","ror":"https://ror.org/029gksw03","country_code":"IR","type":"education","lineage":["https://openalex.org/I928334797"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mojtaba A. Khanesar","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Semnan University, Semnan, Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Semnan University, Semnan, Iran","institution_ids":["https://openalex.org/I928334797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044221851","display_name":"Amin Hajizadeh","orcid":"https://orcid.org/0000-0001-7067-1318"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Amin Hajizadeh","raw_affiliation_strings":["Department of Energy Technology Esbjerg Energy Section, Aalborg Universitet Esbjerg, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Energy Technology Esbjerg Energy Section, Aalborg Universitet Esbjerg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059557438","display_name":"Abbas Khosravi","orcid":"https://orcid.org/0000-0001-6927-0744"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Abbas Khosravi","raw_affiliation_strings":["Department of Energy Technology Esbjerg Energy Section, Aalborg Universitet Esbjerg, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Energy Technology Esbjerg Energy Section, Aalborg Universitet Esbjerg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077905182"],"corresponding_institution_ids":["https://openalex.org/I178777954"],"apc_list":null,"apc_paid":null,"fwci":0.4157,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71321777,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9980000257492065,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9980000257492065,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9951000213623047,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9916999936103821,"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/photovoltaic-system","display_name":"Photovoltaic system","score":0.6528704166412354},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.560973584651947},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5473348498344421},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.532876193523407},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.531269907951355},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.4742499887943268},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44136518239974976},{"id":"https://openalex.org/keywords/hybrid-algorithm","display_name":"Hybrid algorithm (constraint satisfaction)","score":0.41162237524986267},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40413767099380493},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4014774262905121},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.40041297674179077},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3940793573856354},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19979926943778992},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1895957887172699}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6528704166412354},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.560973584651947},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5473348498344421},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.532876193523407},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.531269907951355},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.4742499887943268},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44136518239974976},{"id":"https://openalex.org/C62469222","wikidata":"https://www.wikidata.org/wiki/Q17092103","display_name":"Hybrid algorithm (constraint satisfaction)","level":5,"score":0.41162237524986267},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40413767099380493},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4014774262905121},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.40041297674179077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3940793573856354},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19979926943778992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1895957887172699},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.0},{"id":"https://openalex.org/C176783269","wikidata":"https://www.wikidata.org/wiki/Q5164378","display_name":"Constraint logic programming","level":4,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C173404611","wikidata":"https://www.wikidata.org/wiki/Q528588","display_name":"Constraint programming","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/fuzz-ieee.2017.8015733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/20829013","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Hybrid_multi-objective_forecasting_of_solar_photovoltaic_output_using_Kalman_filter_based_interval_type-2_fuzzy_logic_system/20829013","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"},{"id":"pmh:oai:pure.atira.dk:publications/c903cc48-1b54-4a86-911a-b4da3a50c0ba","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/document/8015733/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hassan , S , Ahmadieh Khanesar , M , Hajizadeh , A &amp; Khosravi , A 2017 , Hybrid Multi-objective Forecasting of Solar Photovoltaic Output Using Kalman Filter based Interval Type-2 Fuzzy Logic System . in Proceedings of the 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) . IEEE Press , 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) , Napoli , Italy , 09/07/2017 . https://doi.org/10.1109/FUZZ-IEEE.2017.8015733","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20829013","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Hybrid_multi-objective_forecasting_of_solar_photovoltaic_output_using_Kalman_filter_based_interval_type-2_fuzzy_logic_system/20829013","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W88351299","https://openalex.org/W1934650580","https://openalex.org/W1983601602","https://openalex.org/W2006612494","https://openalex.org/W2067521002","https://openalex.org/W2070580792","https://openalex.org/W2098208901","https://openalex.org/W2100076126","https://openalex.org/W2105234323","https://openalex.org/W2123808725","https://openalex.org/W2131473396","https://openalex.org/W2134890932","https://openalex.org/W2139779730","https://openalex.org/W2143381319","https://openalex.org/W2162706466","https://openalex.org/W2512153427","https://openalex.org/W2553519473","https://openalex.org/W2913642042"],"related_works":["https://openalex.org/W1580685205","https://openalex.org/W2760382975","https://openalex.org/W3191856393","https://openalex.org/W2084126539","https://openalex.org/W4309047791","https://openalex.org/W2342132082","https://openalex.org/W2494635225","https://openalex.org/W2796231148","https://openalex.org/W1892318172","https://openalex.org/W2050009193"],"abstract_inverted_index":{"Learning":[0],"of":[1,22,37,58,121,133,149,151],"fuzzy":[2,25,41,125],"parameters":[3,36,57],"for":[4],"system":[5,27,43,60,127],"modeling":[6],"using":[7,30,51,68,76],"evolutionary":[8,79],"algorithms":[9,48],"is":[10,66,138,159,169],"an":[11],"interesting":[12],"topic.":[13],"In":[14],"this":[15,145],"paper,":[16],"two":[17,100],"optimal":[18],"design":[19],"and":[20,75,94,113,153,166],"tuning":[21],"Interval":[23],"type-2":[24,40,124],"logic":[26,42,126],"are":[28,49,103,128],"proposed":[29,117],"hybrid":[31,47,64,88,118],"learning":[32],"algorithms.":[33],"The":[34,116],"consequent":[35],"the":[38,46,55,59,62,69,77,86,99,107,111,122,131,162],"interval":[39,123],"in":[44,61,85,144,147],"both":[45],"tuned":[50],"Kalman":[52],"filter.":[53],"Whereas":[54],"antecedent":[56],"first":[63],"algorithm":[65,80],"optimized":[67],"multi-objective":[70,78,119],"particle":[71],"swarm":[72],"optimization":[73],"(MOPSO)":[74],"Based":[81],"on":[82],"Decomposition":[83],"(MOEA/D)":[84],"second":[87],"algorithm.":[89],"Root":[90],"mean":[91],"square":[92],"error":[93,97],"maximum":[95],"absolute":[96],"as":[98],"accuracy":[101],"objective":[102],"utilized":[104,129],"to":[105,130],"find":[106],"Pareto-optimal":[108],"solution":[109],"with":[110],"MOPSO":[112,143],"MOEA/D":[114,141],"respectively.":[115],"designs":[120],"prediction":[132],"solar":[134],"photovoltaic":[135],"output.":[136],"It":[137],"observed":[139],"that":[140],"outperforms":[142],"case":[146],"terms":[148],"quality":[150],"results":[152],"its":[154,167],"diversity.":[155],"Finally,":[156],"one":[157],"point":[158],"selected":[160],"from":[161],"obtained":[163],"Pareto":[164],"front":[165],"performance":[168],"illustrated.":[170]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
