{"id":"https://openalex.org/W2809806009","doi":"https://doi.org/10.1109/codit.2018.8394823","title":"A Context-Driven Approach using IoT and Big Data Technologies for Controlling HVAC Systems","display_name":"A Context-Driven Approach using IoT and Big Data Technologies for Controlling HVAC Systems","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2809806009","doi":"https://doi.org/10.1109/codit.2018.8394823","mag":"2809806009"},"language":"en","primary_location":{"id":"doi:10.1109/codit.2018.8394823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2018.8394823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5065540818","display_name":"Fadwa Lachhab","orcid":"https://orcid.org/0000-0002-2516-041X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fadwa Lachhab","raw_affiliation_strings":["Faculty of Computing and Logistics, TICLab, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Logistics, TICLab, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081020457","display_name":"Y. NaitMalek","orcid":"https://orcid.org/0000-0001-9378-9984"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Youssef. Nait Malek","raw_affiliation_strings":["Faculty of Computing and Logistics, TICLab, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Logistics, TICLab, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055899235","display_name":"Mohamed Bakhouya","orcid":"https://orcid.org/0000-0001-8558-5471"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamed Bakhouya","raw_affiliation_strings":["Faculty of Computing and Logistics, TICLab, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Logistics, TICLab, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026828249","display_name":"Radouane Ouladsine","orcid":"https://orcid.org/0000-0003-1541-8568"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Radouane Ouladsine","raw_affiliation_strings":["Faculty of Computing and Logistics, TICLab, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Logistics, TICLab, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056342867","display_name":"Mohamed Essaaidi","orcid":"https://orcid.org/0000-0001-9215-3263"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Essaaidi","raw_affiliation_strings":["ENSIAS, Mohammed V University, Morocco"],"affiliations":[{"raw_affiliation_string":"ENSIAS, Mohammed V University, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065540818"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3186,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80558711,"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":"694","last_page":"699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9775000214576721,"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":0.9376000165939331,"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":0.9270180463790894},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6946379542350769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6296420693397522},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5977266430854797},{"id":"https://openalex.org/keywords/building-automation","display_name":"Building automation","score":0.586403489112854},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5783735513687134},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4806581735610962},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.4643436074256897},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.41889840364456177},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.38316720724105835},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27322033047676086},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.25284895300865173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12616753578186035},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07532340288162231}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.9270180463790894},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6946379542350769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6296420693397522},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5977266430854797},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.586403489112854},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5783735513687134},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4806581735610962},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4643436074256897},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.41889840364456177},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.38316720724105835},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27322033047676086},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.25284895300865173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12616753578186035},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07532340288162231},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit.2018.8394823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2018.8394823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1973944436","https://openalex.org/W2018851888","https://openalex.org/W2116092561","https://openalex.org/W2238719581","https://openalex.org/W2345066413","https://openalex.org/W2769194980","https://openalex.org/W2770627271","https://openalex.org/W2786854886"],"related_works":["https://openalex.org/W2112866972","https://openalex.org/W4240233711","https://openalex.org/W2900606913","https://openalex.org/W4320003279","https://openalex.org/W2749654269","https://openalex.org/W2329485921","https://openalex.org/W2735458449","https://openalex.org/W3031841740","https://openalex.org/W3123745253","https://openalex.org/W2521327745"],"abstract_inverted_index":{"Control":[0],"approaches":[1,30],"of":[2,42,70,127],"HVAC":[3,43,61,92],"systems":[4],"in":[5,10,76,125],"buildings":[6],"have":[7,25],"been":[8],"proposed":[9,72],"the":[11,60,65,71,88,91,109],"past":[12],"years":[13],"for":[14,97],"minimizing":[15],"energy":[16,40,128],"consumption":[17,41],"and":[18,33,104],"maintaining":[19,131],"occupants'":[20],"comfort.":[21],"However,":[22],"recent":[23],"studies":[24],"shown":[26],"that":[27,86,120],"context-driven":[28],"control":[29,50,73,84,100],"using":[31,52],"IoT":[32],"Big":[34],"Data":[35],"technologies":[36],"could":[37],"further":[38],"improve":[39],"systems.":[44],"In":[45],"this":[46,121],"paper,":[47],"an":[48],"intelligent":[49],"approach":[51,122],"a":[53,77,83,132],"state-feedback":[54],"technique":[55],"is":[56,123],"introduced":[57],"to":[58,64,106,111,118],"regulate":[59],"system":[62],"according":[63],"actual":[66],"context.":[67],"The":[68],"performance":[69],"was":[74,101],"evaluated":[75],"real":[78,98],"test":[79],"site":[80],"by":[81],"deploying":[82],"card":[85],"links":[87],"controller":[89,110],"with":[90],"system.":[93],"A":[94],"smart":[95],"application":[96],"feedback":[99],"also":[102],"developed":[103],"deployed":[105],"dynamically":[107],"adapt":[108],"context's":[112],"changes.":[113],"Experiments":[114],"results":[115],"are":[116],"reported":[117],"demonstrate":[119],"effective":[124],"term":[126],"saving":[129],"while":[130],"comfortable":[133],"room":[134],"temperature.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}