{"id":"https://openalex.org/W4413679970","doi":"https://doi.org/10.1109/ie64880.2025.11130081","title":"Supporting Energy Consumption Prediction: A Sustainable Approach","display_name":"Supporting Energy Consumption Prediction: A Sustainable Approach","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4413679970","doi":"https://doi.org/10.1109/ie64880.2025.11130081"},"language":"en","primary_location":{"id":"doi:10.1109/ie64880.2025.11130081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ie64880.2025.11130081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 21st International Conference on Intelligent Environments (IE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5080476088","display_name":"Zahra Ziran","orcid":"https://orcid.org/0000-0002-3529-7380"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Zahra Ziran","raw_affiliation_strings":["Sapienza University of Rome,Department of Astronautical, Electrical and Energy Engineering,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sapienza University of Rome,Department of Astronautical, Electrical and Energy Engineering,Rome,Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023288924","display_name":"Francesco Muzi","orcid":"https://orcid.org/0000-0002-3247-1515"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Muzi","raw_affiliation_strings":["Sapienza University of Rome,Department of Astronautical, Electrical and Energy Engineering,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sapienza University of Rome,Department of Astronautical, Electrical and Energy Engineering,Rome,Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084107127","display_name":"Giuseppe Piras","orcid":"https://orcid.org/0000-0002-2800-3962"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Piras","raw_affiliation_strings":["Sapienza University of Rome,Department of Astronautical, Electrical and Energy Engineering,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sapienza University of Rome,Department of Astronautical, Electrical and Energy Engineering,Rome,Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044005754","display_name":"Ala Arman","orcid":"https://orcid.org/0000-0001-8418-2099"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ala Arman","raw_affiliation_strings":["Sapienza University of Rome,Department of Computer, Control and Management Engineering,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sapienza University of Rome,Department of Computer, Control and Management Engineering,Rome,Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068425882","display_name":"Massimo Mecella","orcid":"https://orcid.org/0000-0002-9730-8882"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Mecella","raw_affiliation_strings":["Sapienza University of Rome,Department of Computer, Control and Management Engineering,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sapienza University of Rome,Department of Computer, Control and Management Engineering,Rome,Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.953499972820282,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.953499972820282,"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/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9208999872207642,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7299538850784302},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5958159565925598},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.529267430305481},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11484959721565247},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07975414395332336}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7299538850784302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5958159565925598},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.529267430305481},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11484959721565247},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07975414395332336},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ie64880.2025.11130081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ie64880.2025.11130081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 21st International Conference on Intelligent Environments (IE)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1746551","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1746551","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Balancing":[0],"the":[1,7,10,45,60,64],"utilization":[2],"of":[3,9,48],"model":[4],"resources":[5],"with":[6,31,103],"accuracy":[8,34],"prediction":[11,72],"is":[12,21,75,95,101],"a":[13,78],"significant":[14],"challenge":[15],"in":[16,92],"energy":[17,83,104],"consumption":[18,84],"analysis.":[19],"It":[20,74,94],"then":[22],"essential":[23],"to":[24,35,43,62],"select":[25,63],"models":[26],"that":[27],"combine":[28],"computational":[29],"efficiency":[30,70],"suitable":[32],"predictive":[33],"support":[36],"sustainable":[37],"environments.":[38],"We":[39],"propose":[40],"an":[41],"approach":[42],"evaluate":[44],"sustainability":[46],"level":[47],"popular":[49],"machine":[50],"learning":[51,55],"(ML)":[52],"and":[53,71,100,108],"deep":[54],"(DL)":[56],"models,":[57],"offering":[58],"decision-makers":[59],"flexibility":[61],"most":[65],"appropriate":[66],"model,":[67],"considering":[68],"resource":[69],"reliability.":[73],"demonstrated":[76],"using":[77],"novel":[79],"dataset":[80],"comprising":[81],"detailed":[82],"data":[85],"from":[86],"four":[87],"major":[88],"social":[89],"mass-housing":[90],"buildings":[91],"Rome.":[93],"collected":[96],"over":[97],"two":[98],"years":[99],"enriched":[102],"bills,":[105],"resident":[106],"surveys,":[107],"daily":[109],"usage":[110],"patterns.":[111]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}