{"id":"https://openalex.org/W2144614142","doi":"https://doi.org/10.1109/fuzzy.2011.6007450","title":"Short term load forecasting using Interval Type-2 Fuzzy Logic Systems","display_name":"Short term load forecasting using Interval Type-2 Fuzzy Logic Systems","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2144614142","doi":"https://doi.org/10.1109/fuzzy.2011.6007450","mag":"2144614142"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2011.6007450","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007450","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059557438","display_name":"Abbas Khosravi","orcid":"https://orcid.org/0000-0001-6927-0744"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Abbas Khosravi","raw_affiliation_strings":["Centre of Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia"],"affiliations":[{"raw_affiliation_string":"Centre of Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015293969","display_name":"Saeid Nahavandi","orcid":"https://orcid.org/0000-0002-0360-5270"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saeid Nahavandi","raw_affiliation_strings":["Centre of Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia"],"affiliations":[{"raw_affiliation_string":"Centre of Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109097718","display_name":"Doug Creighton","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Doug Creighton","raw_affiliation_strings":["Centre of Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia"],"affiliations":[{"raw_affiliation_string":"Centre of Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059557438"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":1.8896,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.87356409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"502","last_page":"508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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":0.9998000264167786,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9983999729156494,"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/T10320","display_name":"Neural Networks and Applications","score":0.998199999332428,"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/interval","display_name":"Interval (graph theory)","score":0.7254775166511536},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6480402946472168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6462417840957642},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6240338087081909},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5770159363746643},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.49668461084365845},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.44827720522880554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43570172786712646},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4220942258834839},{"id":"https://openalex.org/keywords/interval-arithmetic","display_name":"Interval arithmetic","score":0.4140816330909729},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3914395570755005},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32510507106781006},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.22779610753059387},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17972123622894287},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1375744342803955},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.11249345541000366}],"concepts":[{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.7254775166511536},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6480402946472168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6462417840957642},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6240338087081909},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5770159363746643},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.49668461084365845},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.44827720522880554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43570172786712646},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4220942258834839},{"id":"https://openalex.org/C191252586","wikidata":"https://www.wikidata.org/wiki/Q1671453","display_name":"Interval arithmetic","level":3,"score":0.4140816330909729},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3914395570755005},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32510507106781006},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.22779610753059387},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17972123622894287},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1375744342803955},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.11249345541000366},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.0},{"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},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzzy.2011.6007450","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007450","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30044774","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"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 Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W63919978","https://openalex.org/W564030374","https://openalex.org/W600238740","https://openalex.org/W1969405451","https://openalex.org/W1970636934","https://openalex.org/W1975455363","https://openalex.org/W1981144549","https://openalex.org/W1983658296","https://openalex.org/W2000976145","https://openalex.org/W2002027507","https://openalex.org/W2020178091","https://openalex.org/W2021252908","https://openalex.org/W2035345434","https://openalex.org/W2036599383","https://openalex.org/W2049986915","https://openalex.org/W2059901265","https://openalex.org/W2071271882","https://openalex.org/W2104022812","https://openalex.org/W2104353081","https://openalex.org/W2105234323","https://openalex.org/W2105916576","https://openalex.org/W2106687964","https://openalex.org/W2109171701","https://openalex.org/W2115489690","https://openalex.org/W2125631815","https://openalex.org/W2127192673","https://openalex.org/W2132477882","https://openalex.org/W2132885717","https://openalex.org/W2133720763","https://openalex.org/W2142635246","https://openalex.org/W2151767444","https://openalex.org/W2152375058","https://openalex.org/W2155816288","https://openalex.org/W2156426412","https://openalex.org/W2157041604","https://openalex.org/W2162706466","https://openalex.org/W2171473728","https://openalex.org/W2212046750","https://openalex.org/W2221392831","https://openalex.org/W2239881309","https://openalex.org/W2560209713","https://openalex.org/W4230123249"],"related_works":["https://openalex.org/W2520934858","https://openalex.org/W2990487117","https://openalex.org/W2115072676","https://openalex.org/W2012882356","https://openalex.org/W109635080","https://openalex.org/W2098412892","https://openalex.org/W2377262226","https://openalex.org/W4285295794","https://openalex.org/W2531534085","https://openalex.org/W4311212821"],"abstract_inverted_index":{"Accurate":[0],"Short":[1],"Term":[2],"Load":[3],"Forecasting":[4],"(STLF)":[5],"is":[6],"essential":[7],"for":[8,50,66],"a":[9],"variety":[10],"of":[11,23,28,34,42,53,60,100],"decision":[12],"making":[13],"processes.":[14],"However,":[15],"forecasting":[16],"accuracy":[17,101],"may":[18],"drop":[19],"due":[20],"to":[21,103],"presence":[22],"uncertainty":[24],"in":[25,108],"the":[26,40,51,72],"operation":[27],"energy":[29],"systems":[30],"or":[31],"unexpected":[32],"behavior":[33],"exogenous":[35],"variables.":[36],"This":[37],"paper":[38],"proposes":[39],"application":[41],"Interval":[43],"Type-2":[44],"Fuzzy":[45],"Logic":[46],"Systems":[47],"(IT2":[48],"FLSs)":[49],"problem":[52],"STLF.":[54],"IT2":[55,82],"FLSs,":[56],"with":[57,77,90],"extra":[58],"degrees":[59],"freedom,":[61],"are":[62],"an":[63,91,97],"excellent":[64],"tool":[65],"handling":[67],"prevailing":[68],"uncertainties":[69],"and":[70],"improving":[71],"prediction":[73],"accuracy.":[74,93],"Experiments":[75],"conducted":[76],"real":[78],"datasets":[79],"show":[80],"that":[81],"FLS":[83],"models":[84],"appropriately":[85],"approximate":[86],"future":[87],"load":[88],"demands":[89],"acceptable":[92],"Furthermore,":[94],"they":[95],"demonstrate":[96],"encouraging":[98],"degree":[99],"superior":[102],"feedforward":[104],"neural":[105],"networks":[106],"used":[107],"this":[109],"study.":[110]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}