{"id":"https://openalex.org/W4406417776","doi":"https://doi.org/10.1109/ic3i61595.2024.10828998","title":"HEMS-IoT: Smart Home Energy Saving with Big Data and Machine Learnings","display_name":"HEMS-IoT: Smart Home Energy Saving with Big Data and Machine Learnings","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4406417776","doi":"https://doi.org/10.1109/ic3i61595.2024.10828998"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i61595.2024.10828998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10828998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5062181201","display_name":"B. T. Geetha","orcid":null},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"B.T. Geetha","raw_affiliation_strings":["Saveetha University,Saveetha School of Engineering SIMATS,Department of ECE,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Saveetha University,Saveetha School of Engineering SIMATS,Department of ECE,Tamil Nadu,India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115894616","display_name":"Pyla Lova","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094866","display_name":"Maharaj Vijayaram Gajapathi Raj College of Engineering","ror":"https://ror.org/00hvk3c79","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210094866"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pyla Lova","raw_affiliation_strings":["M.V.G.R. College of Engineering(A),Data Engineering,Vizianagaram,Andhra Pradesh"],"affiliations":[{"raw_affiliation_string":"M.V.G.R. College of Engineering(A),Data Engineering,Vizianagaram,Andhra Pradesh","institution_ids":["https://openalex.org/I4210094866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087565234","display_name":"I. E. S. Naidu","orcid":"https://orcid.org/0000-0001-7950-6386"},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"I. E. S Naidu","raw_affiliation_strings":["GITAM Deemed to be University,Electronics and Communication Engineering,Department of Electrical,Visakhapatnam"],"affiliations":[{"raw_affiliation_string":"GITAM Deemed to be University,Electronics and Communication Engineering,Department of Electrical,Visakhapatnam","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101713311","display_name":"M. K. Sharma","orcid":"https://orcid.org/0000-0003-3071-5931"},"institutions":[{"id":"https://openalex.org/I303593345","display_name":"Chaudhary Charan Singh University","ror":"https://ror.org/01hzdv945","country_code":"IN","type":"education","lineage":["https://openalex.org/I303593345"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. K. Sharma","raw_affiliation_strings":["Chaudhary Charan Singh University,Mathematics,Meerut,Uttar Pradesh,India,250004"],"affiliations":[{"raw_affiliation_string":"Chaudhary Charan Singh University,Mathematics,Meerut,Uttar Pradesh,India,250004","institution_ids":["https://openalex.org/I303593345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095696901","display_name":"Priti Shivaji Dhaygude","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Priti Shivaji Dhaygude","raw_affiliation_strings":["PES&#x0027;s College of Engineering,Department of Electronics and Telecommunication Engineering,Phaltan,Maharashtra"],"affiliations":[{"raw_affiliation_string":"PES&#x0027;s College of Engineering,Department of Electronics and Telecommunication Engineering,Phaltan,Maharashtra","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5095696902","display_name":"Navnath Sopan Govekar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Navnath Sopan Govekar","raw_affiliation_strings":["Navsahyadri Group of Institutions,Department of Electrical Engineering,Pune,Maharashtra"],"affiliations":[{"raw_affiliation_string":"Navsahyadri Group of Institutions,Department of Electrical Engineering,Pune,Maharashtra","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062181201"],"corresponding_institution_ids":["https://openalex.org/I85461943"],"apc_list":null,"apc_paid":null,"fwci":0.8127,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7409864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"400","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9832000136375427,"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"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9793999791145325,"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":0.8708182573318481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6709694862365723},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5960627794265747},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4936560094356537},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.474265456199646},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32141822576522827},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21445482969284058}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.8708182573318481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6709694862365723},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5960627794265747},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4936560094356537},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.474265456199646},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32141822576522827},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21445482969284058},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i61595.2024.10828998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10828998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2160320323","https://openalex.org/W2289793169","https://openalex.org/W2539701370","https://openalex.org/W2735520148","https://openalex.org/W2789731659","https://openalex.org/W2803097301","https://openalex.org/W2909452470","https://openalex.org/W2955755015","https://openalex.org/W2964190244","https://openalex.org/W2972622343","https://openalex.org/W3010061561","https://openalex.org/W3015324999","https://openalex.org/W3035601886","https://openalex.org/W3107875173","https://openalex.org/W3160566736","https://openalex.org/W3196788889","https://openalex.org/W3203358497","https://openalex.org/W4223992687","https://openalex.org/W4296437222","https://openalex.org/W4311014098","https://openalex.org/W4320177509"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4405901645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508"],"abstract_inverted_index":{"Controlling":[0],"energy":[1,32,86,93,108,168,178],"consumption":[2],"in":[3,9,23,55,85,89,107,170,182],"residential":[4,91],"areas":[5],"has":[6,95],"become":[7,96],"essential":[8],"the":[10,18,45,56,82,90,141,144,157],"world":[11],"of":[12,20,30,77,81,100,112,129,151,159],"heterogeneous":[13],"Internet-of-Thing":[14],"(IoT)":[15],"devices":[16,54],"with":[17,133],"aim":[19],"cost":[21,74],"savings":[22],"order":[24],"to":[25,51,66,137],"create":[26],"a":[27,49,75,97,163],"workable":[28],"way":[29],"home":[31],"management":[33,169],"system":[34,71,173],"(HEMS).":[35],"Different":[36],"protocols":[37],"and":[38,60,114,147,177],"norms":[39],"are":[40,121],"now":[41,122],"being":[42],"established":[43],"for":[44,102,174],"devices.":[46],"It":[47],"is":[48,154,180],"problem":[50],"integrate":[52],"multiple":[53,130,152],"exact":[57],"same":[58],"HEMS,":[59],"numerous":[61],"ways":[62],"have":[63,117],"been":[64],"suggested":[65],"do":[67],"so":[68],"effectively.":[69],"New":[70,105],"implementation":[72],"will":[73],"lot":[76],"money,":[78],"nevertheless.":[79],"Because":[80],"recent":[83],"rise":[84],"use,":[87],"particularly":[88],"sector,":[92],"competence":[94],"major":[98],"area":[99],"interest":[101],"researchers":[103],"worldwide.":[104],"advancements":[106],"transformation,":[109],"novel":[110],"means":[111],"communication,":[113],"information":[115],"technology":[116],"made":[118],"possible":[119],"what":[120],"called":[123],"\u201csmart":[124],"homes\u201d.":[125],"The":[126],"coming":[127],"together":[128],"diverse":[131],"technologies":[132],"different":[134],"applications":[135],"fields":[136],"interconnect":[138],"objects":[139],"over":[140],"Internet,":[142],"enabling":[143],"detection,":[145],"tracking,":[146],"control":[148],"from":[149],"afar":[150],"devices,":[153],"known":[155],"as":[156],"Internet":[158],"Things":[160],"(IoT).":[161],"HEMS-IoT,":[162],"machine":[164],"learning-and":[165],"big":[166],"data-driven":[167],"smart":[171],"homes":[172],"convenience,":[175],"security,":[176],"conservation,":[179],"presented":[181],"this":[183],"study.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
