{"id":"https://openalex.org/W3127019361","doi":"https://doi.org/10.1109/gcaiot51063.2020.9345849","title":"Optimization Model for an Individualized IoT Ambient Monitoring and Control System","display_name":"Optimization Model for an Individualized IoT Ambient Monitoring and Control System","publication_year":2020,"publication_date":"2020-12-12","ids":{"openalex":"https://openalex.org/W3127019361","doi":"https://doi.org/10.1109/gcaiot51063.2020.9345849","mag":"3127019361"},"language":"en","primary_location":{"id":"doi:10.1109/gcaiot51063.2020.9345849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcaiot51063.2020.9345849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT)","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/A5014061464","display_name":"Rafael Leite Patr\u00e3o","orcid":"https://orcid.org/0000-0003-1546-2972"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Rafael L. Patrao","raw_affiliation_strings":["Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028939680","display_name":"Marcos B. Andrade","orcid":null},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos B. Andrade","raw_affiliation_strings":["Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062538918","display_name":"Fernanda F. da Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fernanda F. da Silva","raw_affiliation_strings":["Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040188561","display_name":"Lucas M. C. e Martins","orcid":"https://orcid.org/0000-0001-6436-7408"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas M.C.e Martins","raw_affiliation_strings":["Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006648486","display_name":"Francisco L. de Caldas Filho","orcid":"https://orcid.org/0000-0001-5419-2712"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco L. de Caldas Filho","raw_affiliation_strings":["Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056962045","display_name":"Rafael T. de Sousa","orcid":"https://orcid.org/0000-0003-1101-3029"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael T. de Sousa Jr","raw_affiliation_strings":["Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"Cybersecurity INCT, University of Bras\u00edlia,Electrical Engineering Dept.,Bras\u00edlia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014061464"],"corresponding_institution_ids":["https://openalex.org/I150729083"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22046331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2019 june","issue":null,"first_page":"01","last_page":"07"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10603","display_name":"Smart Grid Energy Management","score":0.96670001745224,"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9592000246047974,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hvac","display_name":"HVAC","score":0.8973417282104492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6737402677536011},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5273737907409668},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4823133945465088},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.4189833700656891},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40866848826408386},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4034571349620819},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.3924925923347473},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22049254179000854}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.8973417282104492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6737402677536011},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5273737907409668},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4823133945465088},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.4189833700656891},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40866848826408386},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4034571349620819},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.3924925923347473},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22049254179000854},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcaiot51063.2020.9345849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcaiot51063.2020.9345849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G5303350338","display_name":null,"funder_award_id":"BRICS2017-591,ABIN,CADE,AGU","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W33437351","https://openalex.org/W1972435170","https://openalex.org/W2023346859","https://openalex.org/W2035313284","https://openalex.org/W2046904496","https://openalex.org/W2067952828","https://openalex.org/W2114623221","https://openalex.org/W2116092561","https://openalex.org/W2159200188","https://openalex.org/W2511933885","https://openalex.org/W2583615172","https://openalex.org/W2760087655","https://openalex.org/W2796347433","https://openalex.org/W2804143362","https://openalex.org/W2914794116","https://openalex.org/W2980797340","https://openalex.org/W3017185871","https://openalex.org/W3043582304","https://openalex.org/W4293584584","https://openalex.org/W6750227808","https://openalex.org/W6769136138"],"related_works":["https://openalex.org/W2112866972","https://openalex.org/W4240233711","https://openalex.org/W2900606913","https://openalex.org/W4320003279","https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W3021806226","https://openalex.org/W972754114","https://openalex.org/W2375519400","https://openalex.org/W3119380384"],"abstract_inverted_index":{"The":[0,90,113],"urban":[1],"population":[2],"has":[3],"increased":[4],"in":[5,13,28,35,57,104,127],"many":[6],"parts":[7],"of":[8,30,37,49,79,139],"the":[9,47,66,74,105,118,128,131,135,140],"world,":[10],"concentrating":[11],"mainly":[12],"large":[14],"cities,":[15],"inside":[16,134],"buildings.":[17],"Thus,":[18],"it":[19],"is":[20,55],"important":[21],"to":[22,72,107,122],"optimize":[23],"these":[24],"buildings'":[25],"environments,":[26],"whether":[27],"terms":[29,36],"its":[31],"users'":[32],"comfort,":[33],"or":[34],"energy":[38],"resources.":[39,147],"This":[40],"article":[41],"presents":[42],"an":[43],"optimization":[44],"model":[45,100],"with":[46,101],"goal":[48],"guaranteeing":[50],"individualized":[51],"comfort":[52,91,136],"parameters.":[53],"It":[54],"based":[56],"a":[58,77,97],"flexible":[59],"HVAC":[60,146],"IoT":[61,88],"system,":[62],"previously":[63],"developed":[64],"using":[65,83,144],"fog":[67],"computing":[68],"paradigm.":[69],"In":[70],"order":[71],"test":[73],"model's":[75],"performance,":[76],"set":[78],"simulations":[80],"was":[81],"performed,":[82],"real":[84],"data":[85,102],"from":[86],"our":[87],"laboratory.":[89],"values":[92],"were":[93],"obtained":[94],"by":[95],"training":[96],"Na\u00efve":[98],"Bayes":[99],"found":[103],"literature":[106],"represent":[108],"hot-natured":[109],"and":[110,124],"cold-natured":[111],"profiles.":[112],"simulation's":[114],"result":[115],"shows":[116],"that":[117],"system":[119],"adequately":[120],"reacts":[121],"internal":[123],"external":[125],"changes":[126],"environment,":[129],"keeping":[130],"indoor":[132],"temperature":[133],"range":[137],"most":[138],"time,":[141],"while":[142],"still":[143],"few":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}