{"id":"https://openalex.org/W2797670767","doi":"https://doi.org/10.1109/jiot.2018.2828144","title":"Implemented IoT-Based Self-Learning Home Management System (SHMS) for Singapore","display_name":"Implemented IoT-Based Self-Learning Home Management System (SHMS) for Singapore","publication_year":2018,"publication_date":"2018-04-18","ids":{"openalex":"https://openalex.org/W2797670767","doi":"https://doi.org/10.1109/jiot.2018.2828144","mag":"2797670767"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2018.2828144","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2828144","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5083104046","display_name":"Weixian Li","orcid":"https://orcid.org/0000-0001-8194-1475"},"institutions":[{"id":"https://openalex.org/I4210094553","display_name":"Newcastle University Singapore","ror":"https://ror.org/00mbfhq81","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210094553"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weixian Li","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Newcastle University (Singapore Campus), Singapore"],"raw_orcid":"https://orcid.org/0000-0001-8194-1475","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Newcastle University (Singapore Campus), Singapore","institution_ids":["https://openalex.org/I4210094553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063663427","display_name":"T. Logenthiran","orcid":"https://orcid.org/0000-0001-6373-2012"},"institutions":[{"id":"https://openalex.org/I4210094553","display_name":"Newcastle University Singapore","ror":"https://ror.org/00mbfhq81","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210094553"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Thillainathan Logenthiran","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Newcastle University (Singapore Campus), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Newcastle University (Singapore Campus), Singapore","institution_ids":["https://openalex.org/I4210094553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003776851","display_name":"Van-Tung Phan","orcid":"https://orcid.org/0000-0001-7206-1265"},"institutions":[{"id":"https://openalex.org/I4210094553","display_name":"Newcastle University Singapore","ror":"https://ror.org/00mbfhq81","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210094553"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Van-Tung Phan","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Newcastle University (Singapore Campus), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Newcastle University (Singapore Campus), Singapore","institution_ids":["https://openalex.org/I4210094553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084431277","display_name":"Wai Lok Woo","orcid":"https://orcid.org/0000-0002-8698-7605"},"institutions":[{"id":"https://openalex.org/I4210094553","display_name":"Newcastle University Singapore","ror":"https://ror.org/00mbfhq81","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210094553"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wai Lok Woo","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Newcastle University (Singapore Campus), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Newcastle University (Singapore Campus), Singapore","institution_ids":["https://openalex.org/I4210094553"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.0348,"has_fulltext":false,"cited_by_count":132,"citation_normalized_percentile":{"value":0.98311011,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"5","issue":"3","first_page":"2212","last_page":"2219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9995999932289124,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.998199999332428,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/software-deployment","display_name":"Software deployment","score":0.7771884202957153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7367860078811646},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.7346612215042114},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.6210793256759644},{"id":"https://openalex.org/keywords/management-system","display_name":"Management system","score":0.61050945520401},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.574381947517395},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5644663572311401},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.5630077123641968},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.47067174315452576},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4432021975517273},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.42034536600112915},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3542899489402771},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34985676407814026},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3354008197784424},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30755600333213806},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.23167771100997925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22040241956710815},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14206373691558838},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11498972773551941}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7771884202957153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7367860078811646},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.7346612215042114},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.6210793256759644},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.61050945520401},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.574381947517395},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5644663572311401},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.5630077123641968},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.47067174315452576},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4432021975517273},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.42034536600112915},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3542899489402771},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34985676407814026},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3354008197784424},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30755600333213806},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.23167771100997925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22040241956710815},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14206373691558838},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11498972773551941},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2018.2828144","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2828144","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:nrl.northumbria.ac.uk:38548","is_oa":false,"landing_page_url":"http://nrl.northumbria.ac.uk/id/eprint/38548/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1977556410","https://openalex.org/W2020064736","https://openalex.org/W2043267967","https://openalex.org/W2064675550","https://openalex.org/W2085260569","https://openalex.org/W2120743933","https://openalex.org/W2122502237","https://openalex.org/W2122962140","https://openalex.org/W2127218421","https://openalex.org/W2131780230","https://openalex.org/W2131882595","https://openalex.org/W2148895884","https://openalex.org/W2163496225","https://openalex.org/W2243148084","https://openalex.org/W2305446084","https://openalex.org/W2335865153","https://openalex.org/W2342211903","https://openalex.org/W2343711956","https://openalex.org/W2343845091","https://openalex.org/W2393997384","https://openalex.org/W2416799949","https://openalex.org/W2465358378","https://openalex.org/W2496442902","https://openalex.org/W2552791327","https://openalex.org/W2568698092","https://openalex.org/W2568808500","https://openalex.org/W2577854396","https://openalex.org/W2587548752","https://openalex.org/W2588627057","https://openalex.org/W2612828122","https://openalex.org/W2750486737","https://openalex.org/W3104010555","https://openalex.org/W6678914141"],"related_works":["https://openalex.org/W2352231626","https://openalex.org/W2810662003","https://openalex.org/W2967114430","https://openalex.org/W2120479322","https://openalex.org/W2342211903","https://openalex.org/W2535548666","https://openalex.org/W2763368380","https://openalex.org/W2361683514","https://openalex.org/W2083536241","https://openalex.org/W2366307723"],"abstract_inverted_index":{"Internet":[0],"of":[1,5,62,159],"Things":[2],"makes":[3],"deployment":[4],"smart":[6,64,115,164],"home":[7,13,33,41,116,165],"concept":[8,14],"easy":[9],"and":[10,20,49,56,78,91,95,117,138],"real.":[11],"Smart":[12],"ensures":[15],"residents":[16],"to":[17,82,101,142,152,162],"control,":[18],"monitor,":[19],"manage":[21],"their":[22],"energy":[23,42,140],"consumption":[24,108],"without":[25],"any":[26],"wastage.":[27],"This":[28,66,145],"paper":[29],"presents":[30],"a":[31,40,63,113,118],"self-learning":[32],"management":[34,43,47,52],"system.":[35],"In":[36,99],"the":[37,103,132,143,154],"proposed":[38,104,146],"system,":[39,44,48,105],"demand":[45],"side":[46,51],"supply":[50],"system":[53,68,81,134,147],"were":[54,89],"developed":[55,90,133],"integrated":[57,67],"for":[58,156],"real":[59],"time":[60],"operation":[61],"home.":[65],"has":[69,129,135],"some":[70],"capabilities":[71,88],"such":[72],"as":[73],"price":[74,76],"forecasting,":[75],"clustering,":[77],"power":[79,107],"alert":[80],"enhance":[83],"its":[84,150],"functions.":[85],"These":[86],"enhancing":[87],"implemented":[92],"using":[93],"computational":[94],"machine":[96],"learning":[97],"technologies.":[98],"order":[100],"validate":[102],"real-time":[106],"data":[109],"was":[110,123],"collected":[111],"from":[112],"Singapore":[114],"realistic":[119],"experimental":[120],"case":[121,127],"study":[122,128],"carried":[124],"out.":[125],"The":[126],"shown":[130],"that":[131],"performed":[136],"well":[137],"created":[139],"awareness":[141],"residents.":[144],"also":[148],"displays":[149],"ability":[151],"customize":[153],"model":[155],"different":[157],"types":[158],"environments":[160],"compared":[161],"traditional":[163],"models.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
