{"id":"https://openalex.org/W4400727250","doi":"https://doi.org/10.1109/iwcmc61514.2024.10592420","title":"Machine-Learning-Based Smart Energy Management Systems: A Review","display_name":"Machine-Learning-Based Smart Energy Management Systems: A Review","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400727250","doi":"https://doi.org/10.1109/iwcmc61514.2024.10592420"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc61514.2024.10592420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc61514.2024.10592420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},"type":"review","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/A5104633490","display_name":"Fatema El Husseini","orcid":null},"institutions":[{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Fatema El Husseini","raw_affiliation_strings":["Université Savoie Mont Blanc,LISTIC – Polytech Annecy-Chambéry,France"],"affiliations":[{"raw_affiliation_string":"Université Savoie Mont Blanc,LISTIC – Polytech Annecy-Chambéry,France","institution_ids":["https://openalex.org/I70900168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048673395","display_name":"Hassan Noura","orcid":"https://orcid.org/0000-0002-2589-5053"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","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/I4407990293","https://openalex.org/I53262699"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hassan Noura","raw_affiliation_strings":["Univ. Franche-Comté (UFC), FEMTO-ST Institute, CNRS,Belfort,France"],"affiliations":[{"raw_affiliation_string":"Univ. Franche-Comté (UFC), FEMTO-ST Institute, CNRS,Belfort,France","institution_ids":["https://openalex.org/I2802759292","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021750802","display_name":"Flavien Vernier","orcid":"https://orcid.org/0000-0001-7684-6502"},"institutions":[{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Flavien Vernier","raw_affiliation_strings":["Université Savoie Mont Blanc,LISTIC – Polytech Annecy-Chambéry,France"],"affiliations":[{"raw_affiliation_string":"Université Savoie Mont Blanc,LISTIC – Polytech Annecy-Chambéry,France","institution_ids":["https://openalex.org/I70900168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5104633490"],"corresponding_institution_ids":["https://openalex.org/I70900168"],"apc_list":null,"apc_paid":null,"fwci":1.9976,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86707637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1296","last_page":"1302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9984999895095825,"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":0.9984999895095825,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9965999722480774,"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/T13038","display_name":"Internet of Things and AI","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.683427095413208},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.5768318176269531},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3741886615753174},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3223051428794861}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.683427095413208},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5768318176269531},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3741886615753174},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3223051428794861},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iwcmc61514.2024.10592420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc61514.2024.10592420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04698557v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04698557","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The 20th International Wireless Communications & Mobile Computing Conference, May 2024, Ayia Napa, Cyprus. ⟨10.1109/IWCMC61514.2024.10592420⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2071225817","https://openalex.org/W2099553016","https://openalex.org/W2167296824","https://openalex.org/W2519933381","https://openalex.org/W2612295278","https://openalex.org/W2787894218","https://openalex.org/W2900628141","https://openalex.org/W2913918840","https://openalex.org/W2933878133","https://openalex.org/W2946494228","https://openalex.org/W3002526174","https://openalex.org/W3009652674","https://openalex.org/W3088659404","https://openalex.org/W3111503831","https://openalex.org/W3112388352","https://openalex.org/W3166799585","https://openalex.org/W4230375458","https://openalex.org/W4308087346","https://openalex.org/W6680253034","https://openalex.org/W7014191107"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2354768891","https://openalex.org/W4229332389","https://openalex.org/W1510108650","https://openalex.org/W2322968447","https://openalex.org/W2356819012"],"abstract_inverted_index":{"This":[0],"work":[1,46,99],"delves":[2],"into":[3],"the":[4,12,23,32,98,101,134,143,146,153,160,176],"significant":[5],"impact":[6],"of":[7,16,25,35,44,53,136,149,155,162],"Machine":[8,54],"Learning":[9,55],"(ML)":[10],"on":[11,22],"advancement":[13],"and":[14,31,39,83,85,94,103,115,117,127,158,169],"improvement":[15],"Energy":[17],"Management":[18],"Systems":[19],"(EMS),":[20],"focusing":[21],"incorporation":[24],"renewable":[26,87],"energy":[27,36,63,77,88,139,156,178],"sources,":[28],"smart":[29,177],"grids,":[30],"general":[33],"enhancement":[34],"efficiency,":[37,111],"reliability,":[38],"sustainability.":[40,121],"The":[41],"main":[42],"aim":[43],"this":[45],"is":[47],"to":[48,119,132,165],"offer":[49],"a":[50],"detailed":[51],"summary":[52],"technologies":[56,69],"that":[57],"can":[58,70],"be":[59],"used":[60],"in":[61,109,138,152,175],"modern":[62],"systems.":[64,140],"It":[65],"explains":[66],"how":[67],"these":[68],"improve":[71],"certain":[72],"tasks":[73],"like":[74],"load":[75],"forecasting,":[76],"optimization,":[78],"predictive":[79],"maintenance,":[80],"fault":[81],"detection":[82],"diagnosis,":[84],"incorporating":[86],"systems":[89,157,180],"supported":[90],"by":[91,106],"relevant":[92],"approaches":[93],"application":[95],"areas.":[96],"Moreover,":[97],"examines":[100],"benefits":[102],"opportunities":[104],"presented":[105],"machine":[107,150,172],"learning":[108,151],"boosting":[110],"enhancing":[112],"system":[113],"stability":[114],"resilience,":[116],"contributing":[118],"environmental":[120],"In":[122,141],"addition,":[123],"it":[124],"identifies":[125],"challenges":[126,168],"outlines":[128],"future":[129],"research":[130],"needed":[131],"facilitate":[133],"adoption":[135],"ML":[137],"conclusion,":[142],"study":[144],"underlines":[145],"critical":[147],"role":[148],"evolution":[154],"underscores":[159],"importance":[161],"collaborative":[163],"efforts":[164],"overcome":[166],"existing":[167],"fully":[170],"leverage":[171],"learning\u2019s":[173],"potential":[174],"management":[179],"domain.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2024-07-18T00:00:00"}