{"id":"https://openalex.org/W4306835702","doi":"https://doi.org/10.3390/s22207978","title":"Internet-of-Things Based Hardware-in-the-Loop Framework for Model-Predictive-Control of Smart Building Ventilation","display_name":"Internet-of-Things Based Hardware-in-the-Loop Framework for Model-Predictive-Control of Smart Building Ventilation","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4306835702","doi":"https://doi.org/10.3390/s22207978","pmid":"https://pubmed.ncbi.nlm.nih.gov/36298333"},"language":"en","primary_location":{"id":"doi:10.3390/s22207978","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22207978","pdf_url":"https://www.mdpi.com/1424-8220/22/20/7978/pdf?version=1666182586","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/20/7978/pdf?version=1666182586","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047967922","display_name":"Abdelhak Kharbouch","orcid":"https://orcid.org/0000-0001-7046-6103"},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]},{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Abdelhak Kharbouch","raw_affiliation_strings":["I&A Laboratory, Faculty of Science, Moulay Ismail University of Mekn\u00e8s, B.P. 11201 Zitoune, Mekn\u00e8s 50070, Morocco","LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco"],"raw_orcid":"https://orcid.org/0000-0001-7046-6103","affiliations":[{"raw_affiliation_string":"I&A Laboratory, Faculty of Science, Moulay Ismail University of Mekn\u00e8s, B.P. 11201 Zitoune, Mekn\u00e8s 50070, Morocco","institution_ids":["https://openalex.org/I4210153608"]},{"raw_affiliation_string":"LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020568930","display_name":"Anass Berouine","orcid":"https://orcid.org/0000-0002-8618-9873"},"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"]},{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Anass Berouine","raw_affiliation_strings":["ENSIAS, Mohamed V University, Rabat 10713, Morocco","LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-8618-9873","affiliations":[{"raw_affiliation_string":"ENSIAS, Mohamed V University, Rabat 10713, Morocco","institution_ids":["https://openalex.org/I126477371"]},{"raw_affiliation_string":"LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009059981","display_name":"Hamza Elkhoukhi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]},{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hamza Elkhoukhi","raw_affiliation_strings":["I&A Laboratory, Faculty of Science, Moulay Ismail University of Mekn\u00e8s, B.P. 11201 Zitoune, Mekn\u00e8s 50070, Morocco","LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"I&A Laboratory, Faculty of Science, Moulay Ismail University of Mekn\u00e8s, B.P. 11201 Zitoune, Mekn\u00e8s 50070, Morocco","institution_ids":["https://openalex.org/I4210153608"]},{"raw_affiliation_string":"LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031851495","display_name":"Soukayna Berrabah","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Soukayna Berrabah","raw_affiliation_strings":["LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055899235","display_name":"Mohamed Bakhouya","orcid":"https://orcid.org/0000-0001-8558-5471"},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Mohamed Bakhouya","raw_affiliation_strings":["LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco"],"raw_orcid":"https://orcid.org/0000-0001-8558-5471","affiliations":[{"raw_affiliation_string":"LERMA Lab, College of Engineering, The International University of Rabat, Technopolis Rabat-Shore Rocade Rabat-Sal\u00e9, Sala El Jadida 11100, Morocco","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075949352","display_name":"Driss El Ouadghiri","orcid":"https://orcid.org/0000-0002-1480-083X"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Driss El Ouadghiri","raw_affiliation_strings":["I&A Laboratory, Faculty of Science, Moulay Ismail University of Mekn\u00e8s, B.P. 11201 Zitoune, Mekn\u00e8s 50070, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-1480-083X","affiliations":[{"raw_affiliation_string":"I&A Laboratory, Faculty of Science, Moulay Ismail University of Mekn\u00e8s, B.P. 11201 Zitoune, Mekn\u00e8s 50070, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076010131","display_name":"Jaafar Gaber","orcid":"https://orcid.org/0000-0003-4356-6760"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jaafar Gaber","raw_affiliation_strings":["Univ. Bourgogne Franche-Comte, UTBM, FEMTO-ST UMR CNRS 6174, 25000 Belfort, France"],"raw_orcid":"https://orcid.org/0000-0003-4356-6760","affiliations":[{"raw_affiliation_string":"Univ. Bourgogne Franche-Comte, UTBM, FEMTO-ST UMR CNRS 6174, 25000 Belfort, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047967922","https://openalex.org/A5055899235"],"corresponding_institution_ids":["https://openalex.org/I4210106663","https://openalex.org/I4210153608"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.4926,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.79445382,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"22","issue":"20","first_page":"7978","last_page":"7978"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9998000264167786,"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":0.9998000264167786,"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":0.986299991607666,"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/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.7515952587127686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.593757152557373},{"id":"https://openalex.org/keywords/building-automation","display_name":"Building automation","score":0.5777534246444702},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5583446025848389},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5035490393638611},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4810355305671692},{"id":"https://openalex.org/keywords/hardware-in-the-loop-simulation","display_name":"Hardware-in-the-loop simulation","score":0.45344477891921997},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.39936915040016174},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3700522184371948},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33310291171073914},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22748461365699768},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21025294065475464},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11898860335350037}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7515952587127686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.593757152557373},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.5777534246444702},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5583446025848389},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5035490393638611},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4810355305671692},{"id":"https://openalex.org/C70587628","wikidata":"https://www.wikidata.org/wiki/Q1142371","display_name":"Hardware-in-the-loop simulation","level":2,"score":0.45344477891921997},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39936915040016174},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3700522184371948},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33310291171073914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22748461365699768},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21025294065475464},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11898860335350037},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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}],"mesh":[{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000389","descriptor_name":"Air Conditioning","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000389","descriptor_name":"Air Conditioning","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000389","descriptor_name":"Air Conditioning","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002245","descriptor_name":"Carbon Dioxide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002245","descriptor_name":"Carbon Dioxide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002245","descriptor_name":"Carbon Dioxide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014691","descriptor_name":"Ventilation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014691","descriptor_name":"Ventilation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014691","descriptor_name":"Ventilation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016902","descriptor_name":"Air Pollution, Indoor","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D016902","descriptor_name":"Air Pollution, Indoor","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D016902","descriptor_name":"Air Pollution, Indoor","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22207978","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22207978","pdf_url":"https://www.mdpi.com/1424-8220/22/20/7978/pdf?version=1666182586","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36298333","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36298333","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:HAL:hal-04257408v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04257408","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, 2022, 22 (20), pp.7978 (18)","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:aa29e8fda3d64db590cc5962da100e02","is_oa":true,"landing_page_url":"https://doaj.org/article/aa29e8fda3d64db590cc5962da100e02","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 20, p 7978 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/20/7978/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22207978","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 22; Issue 20; Pages: 7978","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9609043","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9609043","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22207978","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22207978","pdf_url":"https://www.mdpi.com/1424-8220/22/20/7978/pdf?version=1666182586","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3060707721","display_name":null,"funder_award_id":"Green Inno-PROJECT-2018","funder_id":"https://openalex.org/F5359718811","funder_display_name":"Institut de Recherche en Energie Solaire et Energies Nouvelles"}],"funders":[{"id":"https://openalex.org/F5359718811","display_name":"Institut de Recherche en Energie Solaire et Energies Nouvelles","ror":"https://ror.org/04wbcfb93"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4306835702.pdf","grobid_xml":"https://content.openalex.org/works/W4306835702.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W1513046883","https://openalex.org/W1971420273","https://openalex.org/W1973944436","https://openalex.org/W2012812800","https://openalex.org/W2031908883","https://openalex.org/W2042317950","https://openalex.org/W2081733273","https://openalex.org/W2088053759","https://openalex.org/W2108611194","https://openalex.org/W2111314104","https://openalex.org/W2115873741","https://openalex.org/W2121305631","https://openalex.org/W2123430663","https://openalex.org/W2127219796","https://openalex.org/W2128120029","https://openalex.org/W2286622509","https://openalex.org/W2476901019","https://openalex.org/W2512300049","https://openalex.org/W2555934005","https://openalex.org/W2560849291","https://openalex.org/W2751969628","https://openalex.org/W2752957596","https://openalex.org/W2756368700","https://openalex.org/W2771608193","https://openalex.org/W2771892046","https://openalex.org/W2786854886","https://openalex.org/W2787342409","https://openalex.org/W2789663609","https://openalex.org/W2789880759","https://openalex.org/W2790336283","https://openalex.org/W2793684890","https://openalex.org/W2803416686","https://openalex.org/W2887531392","https://openalex.org/W2897377849","https://openalex.org/W2923477440","https://openalex.org/W2936286953","https://openalex.org/W2945730492","https://openalex.org/W2951505812","https://openalex.org/W2955786893","https://openalex.org/W2968788589","https://openalex.org/W2971590186","https://openalex.org/W2981240680","https://openalex.org/W2991540986","https://openalex.org/W2995899940","https://openalex.org/W2998133923","https://openalex.org/W2999785729","https://openalex.org/W3021332106","https://openalex.org/W3025052097","https://openalex.org/W3035040013","https://openalex.org/W3036463860","https://openalex.org/W3040635998","https://openalex.org/W3082973069","https://openalex.org/W3150682333","https://openalex.org/W4205515482","https://openalex.org/W4221049321","https://openalex.org/W4282579992","https://openalex.org/W4285301971","https://openalex.org/W4287509502","https://openalex.org/W4292085628","https://openalex.org/W4292166922","https://openalex.org/W6629616777","https://openalex.org/W6676927263","https://openalex.org/W6765258573","https://openalex.org/W6768743504","https://openalex.org/W6780001821"],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W3202234113","https://openalex.org/W2101188133","https://openalex.org/W4251298892","https://openalex.org/W4248731570","https://openalex.org/W2381210024","https://openalex.org/W2356013541","https://openalex.org/W2060165215","https://openalex.org/W2385444679","https://openalex.org/W2384015130"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"a":[3,52,63,100,119],"Hardware-In-the-Loop":[4],"(HIL)":[5],"framework":[6,23,93,171],"is":[7,70],"introduced":[8],"for":[9,60],"the":[10,13,55,73,80,89,104,129,137,153,157,165,169,183,186],"implementation":[11],"and":[12,30,38,97,116,134,139,149,175,189],"assessment":[14],"of":[15,27,62,103,164,185],"predictive":[16],"control":[17,61,167],"approaches":[18],"in":[19,45,88,99,118,192],"smart":[20],"buildings.":[21],"The":[22,68,91,108,162],"combines":[24],"recent":[25],"Internet":[26],"Things":[28],"(IoT)":[29],"big":[31],"data":[32,125,132],"platforms":[33],"together":[34],"with":[35],"machine-learning":[36],"algorithms":[37],"MATLAB-based":[39],"Model":[40],"Predictive":[41],"Control":[42],"(MPC)":[43],"programs":[44],"order":[46],"to":[47,71,152,155,177],"enable":[48],"HIL":[49,170],"simulations.":[50],"As":[51],"case":[53],"study,":[54],"MPC":[56,109,138,154,166],"algorithm":[57],"was":[58],"deployed":[59,98,117,130],"standalone":[64],"ventilation":[65,159],"system":[66],"(VS).":[67],"objective":[69],"maintain":[72],"indoor":[74,202],"Carbon":[75],"Dioxide":[76],"(CO2)":[77],"concentration":[78],"at":[79],"standard":[81],"comfort":[82],"range":[83],"while":[84,199],"enhancing":[85],"energy":[86,194],"efficiency":[87],"building.":[90],"proposed":[92,187],"has":[94,111,172],"been":[95,112,173],"tested":[96],"real-case":[101],"scenario":[102],"EEBLab":[105],"test":[106],"site.":[107],"controller":[110],"implemented":[113],"on":[114],"MATLAB/Simulink":[115],"Raspberry":[120],"Pi":[121],"(RPi)":[122],"hardware.":[123],"Contextual":[124],"are":[126],"collected":[127],"using":[128],"IoT/big":[131],"platform":[133],"injected":[135],"into":[136],"LSTM":[140],"machine":[141],"learning":[142],"models.":[143],"Occupants\u2019":[144],"numbers":[145],"were":[146],"first":[147],"forecasted":[148],"then":[150],"sent":[151],"predict":[156],"optimal":[158],"flow":[160],"rates.":[161],"performance":[163],"over":[168],"assessed":[174],"compared":[176],"an":[178],"ON/OFF":[179],"strategy.":[180],"Results":[181],"show":[182],"usefulness":[184],"approach":[188],"its":[190],"effectiveness":[191],"reducing":[193],"consumption":[195],"by":[196],"approximately":[197],"16%,":[198],"maintaining":[200],"good":[201],"air":[203],"quality.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}