{"id":"https://openalex.org/W3014492793","doi":"https://doi.org/10.1109/mce.2019.2956197","title":"AI-Powered Home Electrical Appliances as Enabler of Demand-Side Flexibility","display_name":"AI-Powered Home Electrical Appliances as Enabler of Demand-Side Flexibility","publication_year":2020,"publication_date":"2020-04-02","ids":{"openalex":"https://openalex.org/W3014492793","doi":"https://doi.org/10.1109/mce.2019.2956197","mag":"3014492793"},"language":"en","primary_location":{"id":"doi:10.1109/mce.2019.2956197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mce.2019.2956197","pdf_url":null,"source":{"id":"https://openalex.org/S2483040032","display_name":"IEEE Consumer Electronics Magazine","issn_l":"2162-2248","issn":["2162-2248","2162-2256"],"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 Consumer Electronics 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/A5039766229","display_name":"Lucio Ciabattoni","orcid":"https://orcid.org/0000-0002-0194-2820"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucio Ciabattoni","raw_affiliation_strings":["Polytechnic University of Marche"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic University of Marche","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056152519","display_name":"Gabriele Comodi","orcid":"https://orcid.org/0000-0003-4606-5283"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Comodi","raw_affiliation_strings":["Polytechnic University of Marche"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic University of Marche","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061127303","display_name":"Francesco Ferracuti","orcid":"https://orcid.org/0000-0001-6827-6204"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Ferracuti","raw_affiliation_strings":["Polytechnic University of Marche"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic University of Marche","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018322498","display_name":"G. Foresi","orcid":null},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Foresi","raw_affiliation_strings":["Polytechnic University of Marche"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic University of Marche","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9366,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.74280042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":"3","first_page":"72","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9855999946594238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.800904393196106},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.7477836012840271},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.7338195443153381},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.6630163788795471},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5681425333023071},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5552496314048767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5432265400886536},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5048421025276184},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.5043364763259888},{"id":"https://openalex.org/keywords/demand-side","display_name":"Demand side","score":0.4719844460487366},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.451806902885437},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.4130028784275055},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.18470028042793274},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1607554852962494},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.13674873113632202},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1255527138710022}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.800904393196106},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.7477836012840271},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7338195443153381},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.6630163788795471},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5681425333023071},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5552496314048767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5432265400886536},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5048421025276184},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.5043364763259888},{"id":"https://openalex.org/C3020254827","wikidata":"https://www.wikidata.org/wiki/Q5255016","display_name":"Demand side","level":2,"score":0.4719844460487366},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.451806902885437},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4130028784275055},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.18470028042793274},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1607554852962494},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.13674873113632202},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1255527138710022},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mce.2019.2956197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mce.2019.2956197","pdf_url":null,"source":{"id":"https://openalex.org/S2483040032","display_name":"IEEE Consumer Electronics Magazine","issn_l":"2162-2248","issn":["2162-2248","2162-2256"],"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 Consumer Electronics Magazine","raw_type":"journal-article"},{"id":"pmh:oai:iris.univpm.it:11566/282479","is_oa":false,"landing_page_url":"https://hdl.handle.net/11566/282479","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1155608605","https://openalex.org/W1572171028","https://openalex.org/W1977163251","https://openalex.org/W1985250710","https://openalex.org/W1988431072","https://openalex.org/W1996747841","https://openalex.org/W2017859459","https://openalex.org/W2029419586","https://openalex.org/W2108410301","https://openalex.org/W2482096862","https://openalex.org/W2604466268","https://openalex.org/W2750941888","https://openalex.org/W2767534831","https://openalex.org/W2791414761","https://openalex.org/W2825371805","https://openalex.org/W2912190543","https://openalex.org/W2914387881","https://openalex.org/W6634223496"],"related_works":["https://openalex.org/W1974860256","https://openalex.org/W4321381871","https://openalex.org/W4383065492","https://openalex.org/W2555175041","https://openalex.org/W2111901522","https://openalex.org/W2032085210","https://openalex.org/W2072325519","https://openalex.org/W4307686474","https://openalex.org/W3135272596","https://openalex.org/W2358791272"],"abstract_inverted_index":{"In":[0],"the":[1,4,11,24,29,85,91,99],"digitalization":[2],"era,":[3],"increasing":[5],"number":[6],"of":[7,13,21,90,101],"connected":[8],"appliances":[9],"and":[10,76,79,105],"rise":[12],"artificial":[14],"intelligence":[15],"(AI)":[16],"enabled":[17],"a":[18,32,49,69,77,109],"new":[19],"realm":[20],"possibilities":[22],"in":[23,39,56],"residential":[25],"energy":[26,53,60,74],"sector,":[27],"including":[28],"chance":[30],"for":[31],"consumer":[33,50],"to":[34,58,82,98],"play":[35],"an":[36,73],"active":[37],"role":[38],"flexibility":[40,46],"programs.":[41],"We":[42],"talk":[43],"about":[44],"demand-side":[45],"(DSF)":[47],"when":[48],"adapts":[51],"his/her":[52,80],"consumption":[54],"behavior":[55],"response":[57],"variable":[59],"prices":[61],"or":[62],"market":[63],"incentives.":[64],"The":[65,88],"procedure":[66],"depends":[67],"on":[68,84],"two-way":[70],"communication":[71],"between":[72],"supplier":[75],"customer,":[78],"willingness":[81],"act":[83],"electricity":[86],"consumption.":[87],"success":[89],"different":[92],"DSF":[93],"approaches":[94],"is":[95],"strongly":[96],"related":[97],"estimation":[100],"appliance":[102],"usage":[103],"patterns":[104],"AI":[106],"techniques":[107],"represent":[108],"viable":[110],"solution.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
