{"id":"https://openalex.org/W2889836481","doi":"https://doi.org/10.1109/msp.2018.2842096","title":"Internet of Things for Green Building Management: Disruptive Innovations Through Low-Cost Sensor Technology and Artificial Intelligence","display_name":"Internet of Things for Green Building Management: Disruptive Innovations Through Low-Cost Sensor Technology and Artificial Intelligence","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2889836481","doi":"https://doi.org/10.1109/msp.2018.2842096","mag":"2889836481"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2018.2842096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2018.2842096","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-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/A5030757436","display_name":"Wayes Tushar","orcid":"https://orcid.org/0000-0003-1055-7200"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Wayes Tushar","raw_affiliation_strings":["Information Technology and Electrical Engineering, University of Queensland, Brisbane, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"Information Technology and Electrical Engineering, University of Queensland, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911","https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068689884","display_name":"Nipun Wijerathne","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092965","display_name":"Care International Sri Lanka","ror":"https://ror.org/00e0nxq90","country_code":"LK","type":"nonprofit","lineage":["https://openalex.org/I4210092965"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Nipun Wijerathne","raw_affiliation_strings":["Cloud Solutions International, Colombo, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Cloud Solutions International, Colombo, Sri Lanka","institution_ids":["https://openalex.org/I4210092965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101630343","display_name":"Wen-Tai Li","orcid":"https://orcid.org/0000-0003-4008-0773"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wen-Tai Li","raw_affiliation_strings":["Singapore University of Technology and Design, 119613, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, 119613, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060020877","display_name":"Chau Yuen","orcid":"https://orcid.org/0000-0002-9307-2120"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chau Yuen","raw_affiliation_strings":["Singapore University of Technology and Design, 119613, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, 119613, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042307561","display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["[Electrical Engineering, Princeton University, Princeton, New Jersey 08544 United States]"],"affiliations":[{"raw_affiliation_string":"[Electrical Engineering, Princeton University, Princeton, New Jersey 08544 United States]","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030216201","display_name":"Tapan Kumar Saha","orcid":"https://orcid.org/0000-0003-0763-0032"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tapan Kumar Saha","raw_affiliation_strings":["Information Technology and Electrical Engineering, University of Queensland, Saint Lucia, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"Information Technology and Electrical Engineering, University of Queensland, Saint Lucia, Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033426375","display_name":"Kristin L. Wood","orcid":"https://orcid.org/0000-0002-0553-5528"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kristin L. Wood","raw_affiliation_strings":["Singapore University of Technology, 487372, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore University of Technology, 487372, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5030757436"],"corresponding_institution_ids":["https://openalex.org/I160993911","https://openalex.org/I165143802"],"apc_list":null,"apc_paid":null,"fwci":10.4942,"has_fulltext":false,"cited_by_count":138,"citation_normalized_percentile":{"value":0.98726398,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"35","issue":"5","first_page":"100","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9972000122070312,"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":0.9972000122070312,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9922000169754028,"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"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9897000193595886,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6826812028884888},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5647217035293579},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.473592072725296},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.4606037735939026},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4203588366508484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39152613282203674},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3624780774116516},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32241201400756836},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.28556689620018005},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24026697874069214},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.16925212740898132},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12983736395835876},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09799107909202576}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6826812028884888},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5647217035293579},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.473592072725296},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.4606037735939026},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4203588366508484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39152613282203674},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3624780774116516},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32241201400756836},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28556689620018005},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24026697874069214},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.16925212740898132},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12983736395835876},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09799107909202576}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/msp.2018.2842096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2018.2842096","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:b856dfb","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337392","display_name":"Division of Electrical, Communications and Cyber Systems","ror":"https://ror.org/01krpsy48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1253358486","https://openalex.org/W1496704041","https://openalex.org/W2000065229","https://openalex.org/W2034341675","https://openalex.org/W2044172193","https://openalex.org/W2056110545","https://openalex.org/W2122502237","https://openalex.org/W2182886880","https://openalex.org/W2202433167","https://openalex.org/W2307544986","https://openalex.org/W2329597761","https://openalex.org/W2337534032","https://openalex.org/W2339942693","https://openalex.org/W2400109896","https://openalex.org/W2498029196","https://openalex.org/W2514410025","https://openalex.org/W2517724752","https://openalex.org/W2557728737","https://openalex.org/W2573022114","https://openalex.org/W2586240443","https://openalex.org/W2601171548","https://openalex.org/W2625026524","https://openalex.org/W2746463599","https://openalex.org/W2752736291","https://openalex.org/W2783596173","https://openalex.org/W2784730066","https://openalex.org/W2789663609","https://openalex.org/W2791261286","https://openalex.org/W2792470249","https://openalex.org/W3104010555","https://openalex.org/W3106250896","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W4311097251","https://openalex.org/W2625093826","https://openalex.org/W2921026492","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4285201139","https://openalex.org/W2604876367","https://openalex.org/W2954140889","https://openalex.org/W3015944302","https://openalex.org/W4226442039"],"abstract_inverted_index":{"Buildings":[0],"consume":[1],"60%":[2],"of":[3,25,36,41,85,97,120],"global":[4],"electricity.":[5],"However,":[6],"current":[7,114],"building":[8,43,91,137],"management":[9],"systems":[10],"(BMSs)":[11],"are":[12],"highly":[13],"expensive":[14],"and":[15,31,44,64,83,128,145],"difficult":[16],"to":[17,48,56,70,100,134,159],"justify":[18],"for":[19,62,89],"small-to":[20],"medium-sized":[21],"buildings.":[22],"The":[23],"Internet":[24],"Things":[26],"(IoT),":[27],"which":[28],"can":[29,156],"collect":[30],"monitor":[32],"a":[33,42,53,66,94,151],"large":[34],"amount":[35],"data":[37,47],"on":[38],"different":[39],"aspects":[40],"feed":[45],"the":[46,49,60,102,113,166],"BMS's":[50],"processor,":[51],"provides":[52],"new":[54],"opportunity":[55],"integrate":[57],"intelligence":[58],"into":[59],"BMS":[61,104,123],"monitoring":[63],"managing":[65],"building's":[67,152,167],"energy":[68,153,161,168],"consumption":[69],"reduce":[71,165],"costs.":[72],"Although":[73],"an":[74,118,121],"extensive":[75],"literature":[76],"is":[77,105],"available":[78],"on,":[79],"separately,":[80],"IoT-based":[81,122],"BMSs":[82],"applications":[84],"signal":[86,126],"processing":[87,127],"techniques":[88],"some":[90],"energy-management":[92],"tasks,":[93],"detailed":[95],"study":[96,146],"their":[98],"integration":[99],"address":[101,112],"overall":[103],"limited.":[106],"As":[107],"such,":[108],"this":[109],"article":[110],"will":[111],"gap":[115],"by":[116],"providing":[117],"overview":[119],"that":[124,155,164],"leverages":[125],"machine-learning":[129],"techniques.":[130],"We":[131],"demonstrate":[132],"how":[133,147],"extract":[135],"high-level":[136],"occupancy":[138],"information":[139],"through":[140],"simple,":[141],"low-cost":[142],"IoT":[143],"sensors":[144],"human":[148],"activities":[149],"impact":[150],"use-information":[154],"be":[157],"exploited":[158],"design":[160],"conservation":[162],"measures":[163],"consumption.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":26},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
