{"id":"https://openalex.org/W2786705490","doi":"https://doi.org/10.1109/ssci.2017.8285200","title":"Energy consumption forecasting using neuro-fuzzy inference systems: Thales TRT building case study","display_name":"Energy consumption forecasting using neuro-fuzzy inference systems: Thales TRT building case study","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2786705490","doi":"https://doi.org/10.1109/ssci.2017.8285200","mag":"2786705490"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2017.8285200","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8285200","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10400.22/17318","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051252905","display_name":"Aria Jozi","orcid":"https://orcid.org/0000-0002-0968-7879"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Aria Jozi","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005325818","display_name":"Tiago Pinto","orcid":"https://orcid.org/0000-0001-8248-080X"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Tiago Pinto","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005516592","display_name":"Isabel Pra\u00e7a","orcid":"https://orcid.org/0000-0002-2519-9859"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Isabel Praca","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052591555","display_name":"S\u00e9rgio Ramos","orcid":"https://orcid.org/0000-0002-1120-5656"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sergio Ramos","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089283900","display_name":"Zita Vale","orcid":"https://orcid.org/0000-0002-4560-9544"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Zita Vale","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/ IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084174048","display_name":"B\u00e9n\u00e9dicte Goujon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benedicte Goujon","raw_affiliation_strings":["Thales Research & Technology France, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thales Research & Technology France, Palaiseau, France","institution_ids":["https://openalex.org/I4210140930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081883753","display_name":"Teodora Petrisor","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Teodora Petrisor","raw_affiliation_strings":["Thales Research & Technology France, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thales Research & Technology France, Palaiseau, France","institution_ids":["https://openalex.org/I4210140930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2776,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58856626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9965999722480774,"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/T10320","display_name":"Neural Networks and Applications","score":0.9965999722480774,"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":0.9945999979972839,"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":0.989799976348877,"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/computer-science","display_name":"Computer science","score":0.6683834791183472},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6481110453605652},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5544817447662354},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5494935512542725},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5359739661216736},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5201804637908936},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.5178375840187073},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.49846529960632324},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.495369553565979},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.48204028606414795},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.4770868718624115},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4344038963317871},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4223363995552063},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3762025237083435},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37111347913742065},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3235456049442291},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2053755819797516},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1266275942325592},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09543398022651672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6683834791183472},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6481110453605652},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5544817447662354},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5494935512542725},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5359739661216736},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5201804637908936},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.5178375840187073},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.49846529960632324},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.495369553565979},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.48204028606414795},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.4770868718624115},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4344038963317871},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4223363995552063},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3762025237083435},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37111347913742065},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3235456049442291},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2053755819797516},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1266275942325592},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09543398022651672},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ssci.2017.8285200","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8285200","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:recipp.ipp.pt:10400.22/17318","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.22/17318","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference object"},{"id":"pmh:oai:zenodo.org:1193343","is_oa":true,"landing_page_url":"https://zenodo.org/record/1193343","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:recipp.ipp.pt:10400.22/17318","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.22/17318","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference object"},"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1485567977","https://openalex.org/W1545555852","https://openalex.org/W1967607898","https://openalex.org/W1980064733","https://openalex.org/W2015661117","https://openalex.org/W2025192230","https://openalex.org/W2050288270","https://openalex.org/W2063609669","https://openalex.org/W2085629944","https://openalex.org/W2095441649","https://openalex.org/W2097230627","https://openalex.org/W2109469908","https://openalex.org/W2122558540","https://openalex.org/W2151624835","https://openalex.org/W2242332656","https://openalex.org/W2545488370","https://openalex.org/W2577099444","https://openalex.org/W2588945561","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4399547364","https://openalex.org/W6676956856","https://openalex.org/W6729310149"],"related_works":["https://openalex.org/W2785395359","https://openalex.org/W1549951490","https://openalex.org/W2247295643","https://openalex.org/W2111426611","https://openalex.org/W1966629635","https://openalex.org/W3159983598","https://openalex.org/W2357953609","https://openalex.org/W2367175432","https://openalex.org/W2374727787","https://openalex.org/W2288384671"],"abstract_inverted_index":{"Electrical":[0],"energy":[1,23,73],"consumption":[2,32,133],"forecasting":[3,48,115],"is,":[4],"nowadays,":[5],"essential":[6],"in":[7,19,142],"order":[8],"to":[9,28,35,53,98,130],"deal":[10,54],"with":[11,55,62],"the":[12,20,29,42,68,71,81,102,113,123,132,138],"new":[13],"paradigm":[14],"of":[15,31,59,70,83,94,125,134],"consumers'":[16,40],"active":[17],"participation":[18],"power":[21],"and":[22,111],"system.":[24],"The":[25],"uncertainty":[26],"related":[27],"variability":[30],"is":[33,96,120],"associated":[34],"numerous":[36],"factors,":[37],"such":[38,56],"as":[39],"habits,":[41],"environmental":[43],"temperature,":[44],"luminosity,":[45],"etc.":[46],"Current":[47],"methods":[49,86,129],"are":[50],"not":[51],"suitable":[52],"a":[57,78,135],"combination":[58],"input":[60,104],"variables,":[61,105],"often":[63],"highly":[64],"variable":[65],"influence":[66],"on":[67,80,88],"outcomes":[69],"actual":[72,114],"consumption.":[74],"This":[75,92],"paper":[76],"presents":[77],"study":[79,119],"application":[82],"five":[84,128],"different":[85],"based":[87],"fuzzy":[89],"rule-based":[90],"systems.":[91],"type":[93],"method":[95],"able":[97],"find":[99],"associations":[100],"between":[101],"distinct":[103],"thus":[106],"creating":[107],"rules":[108],"that":[109],"support":[110],"improve":[112],"process.":[116],"A":[117],"case":[118],"presented,":[121],"showing":[122],"results":[124],"applying":[126],"these":[127],"predict":[131],"real":[136],"building:":[137],"Thales":[139],"TRT":[140],"building,":[141],"France.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
