{"id":"https://openalex.org/W2568117805","doi":"https://doi.org/10.1109/iecon.2016.7793496","title":"Energy Management Systems for effective gap reduction between actual and predicted power in smart homes and buildings","display_name":"Energy Management Systems for effective gap reduction between actual and predicted power in smart homes and buildings","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2568117805","doi":"https://doi.org/10.1109/iecon.2016.7793496","mag":"2568117805"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2016.7793496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","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/A5112935736","display_name":"Maria Carmela Di Piazza","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146308","display_name":"Institute of Intelligent Systems for Automation","ror":"https://ror.org/051t1q308","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210146308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. C. Di Piazza","raw_affiliation_strings":["Istituto di Studi sui Sistemi Intelligenti per l'Automazione (ISSIA), Consiglio Nazionale delle Ricerche (CNR), Palermo, ITALY","Consiglio Nazionale delle Ricerche (CNR), Istituto di Studi sui Sistemi Intelligenti per l' Automazione (ISSIA), Palermo, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l'Automazione (ISSIA), Consiglio Nazionale delle Ricerche (CNR), Palermo, ITALY","institution_ids":["https://openalex.org/I4210146308"]},{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche (CNR), Istituto di Studi sui Sistemi Intelligenti per l' Automazione (ISSIA), Palermo, ITALY","institution_ids":["https://openalex.org/I4210146308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009333089","display_name":"Massimiliano Luna","orcid":"https://orcid.org/0000-0001-8900-9367"},"institutions":[{"id":"https://openalex.org/I4210146308","display_name":"Institute of Intelligent Systems for Automation","ror":"https://ror.org/051t1q308","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210146308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Luna","raw_affiliation_strings":["Istituto di Studi sui Sistemi Intelligenti per l'Automazione (ISSIA), Consiglio Nazionale delle Ricerche (CNR), Palermo, ITALY","Consiglio Nazionale delle Ricerche (CNR), Istituto di Studi sui Sistemi Intelligenti per l' Automazione (ISSIA), Palermo, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l'Automazione (ISSIA), Consiglio Nazionale delle Ricerche (CNR), Palermo, ITALY","institution_ids":["https://openalex.org/I4210146308"]},{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche (CNR), Istituto di Studi sui Sistemi Intelligenti per l' Automazione (ISSIA), Palermo, ITALY","institution_ids":["https://openalex.org/I4210146308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103086956","display_name":"Annalisa Di Piazza","orcid":"https://orcid.org/0000-0002-3221-2986"},"institutions":[{"id":"https://openalex.org/I4210146308","display_name":"Institute of Intelligent Systems for Automation","ror":"https://ror.org/051t1q308","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210146308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Di Piazza","raw_affiliation_strings":["Istituto di Studi sui Sistemi Intelligenti per l'Automazione (ISSIA), Consiglio Nazionale delle Ricerche (CNR), Palermo, ITALY","Consiglio Nazionale delle Ricerche (CNR), Istituto di Studi sui Sistemi Intelligenti per l' Automazione (ISSIA), Palermo, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l'Automazione (ISSIA), Consiglio Nazionale delle Ricerche (CNR), Palermo, ITALY","institution_ids":["https://openalex.org/I4210146308"]},{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche (CNR), Istituto di Studi sui Sistemi Intelligenti per l' Automazione (ISSIA), Palermo, ITALY","institution_ids":["https://openalex.org/I4210146308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057196257","display_name":"Giuseppe La Tona","orcid":"https://orcid.org/0000-0002-9097-6626"},"institutions":[{"id":"https://openalex.org/I4210146308","display_name":"Institute of Intelligent Systems for Automation","ror":"https://ror.org/051t1q308","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210146308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. La Tona","raw_affiliation_strings":["Istituto di Studi sui Sistemi Intelligenti per l'Automazione (ISSIA), Consiglio Nazionale delle Ricerche (CNR), Palermo, ITALY","Consiglio Nazionale delle Ricerche (CNR), Istituto di Studi sui Sistemi Intelligenti per l' Automazione (ISSIA), Palermo, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l'Automazione (ISSIA), Consiglio Nazionale delle Ricerche (CNR), Palermo, ITALY","institution_ids":["https://openalex.org/I4210146308"]},{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche (CNR), Istituto di Studi sui Sistemi Intelligenti per l' Automazione (ISSIA), Palermo, ITALY","institution_ids":["https://openalex.org/I4210146308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7441,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7651351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"7058","last_page":"7064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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":1.0,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/smart-grid","display_name":"Smart grid","score":0.6605180501937866},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6501315236091614},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6157065629959106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5892317295074463},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5691140294075012},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5553005337715149},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.5174808502197266},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.504130482673645},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.48996320366859436},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.48325663805007935},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.48216646909713745},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.4654309153556824},{"id":"https://openalex.org/keywords/cash-flow","display_name":"Cash flow","score":0.45257633924484253},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.43710044026374817},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.43559694290161133},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.41596582531929016},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.37458401918411255},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26645201444625854},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2602434754371643},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.24632421135902405}],"concepts":[{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6605180501937866},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6501315236091614},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6157065629959106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5892317295074463},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5691140294075012},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5553005337715149},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.5174808502197266},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.504130482673645},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.48996320366859436},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.48325663805007935},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.48216646909713745},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.4654309153556824},{"id":"https://openalex.org/C163428354","wikidata":"https://www.wikidata.org/wiki/Q1047513","display_name":"Cash flow","level":2,"score":0.45257633924484253},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.43710044026374817},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.43559694290161133},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.41596582531929016},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.37458401918411255},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26645201444625854},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2602434754371643},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.24632421135902405},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon.2016.7793496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1482861806","https://openalex.org/W1980229080","https://openalex.org/W1984560471","https://openalex.org/W2012160694","https://openalex.org/W2016289405","https://openalex.org/W2043282011","https://openalex.org/W2049492347","https://openalex.org/W2050958060","https://openalex.org/W2061902449","https://openalex.org/W2067019903","https://openalex.org/W2128187869","https://openalex.org/W2171800554","https://openalex.org/W2265725170","https://openalex.org/W2268604234","https://openalex.org/W2482989194","https://openalex.org/W2525400480","https://openalex.org/W2550504915","https://openalex.org/W4245937226"],"related_works":["https://openalex.org/W2749199243","https://openalex.org/W2333017163","https://openalex.org/W2362940481","https://openalex.org/W2133545517","https://openalex.org/W2352231626","https://openalex.org/W2964681094","https://openalex.org/W2782741053","https://openalex.org/W2577786578","https://openalex.org/W4312501103","https://openalex.org/W3037868018"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,7,35,67],"optimize":[3],"energy":[4],"efficiency":[5],"and":[6,14,22,63,86,111,119,132,154,161],"achieve":[8],"cost":[9],"savings":[10],"in":[11,125,138],"smart":[12,16,146],"buildings":[13],"grid-connected":[15],"homes":[17],"that":[18,78],"include":[19],"renewable":[20],"generators":[21],"electrical":[23],"storage":[24,157],"systems,":[25],"Energy":[26],"Management":[27],"Systems":[28],"(EMSs)":[29],"are":[30,159],"today":[31],"the":[32,47,59,71,82,87,101,120],"most":[33],"up":[34],"date":[36],"solution.":[37],"Besides":[38],"achieving":[39],"these":[40],"two":[41],"goals,":[42],"a":[43,51,74,94,139,143,149,155],"suitable":[44],"design":[45,167],"of":[46,55,73,97,105,113,127,129],"EMS":[48,77,166],"can":[49],"provide":[50],"quite":[52],"deterministic":[53],"management":[54],"power":[56,65,130],"flows,":[57],"reducing":[58,80],"gap":[60,131],"between":[61],"actual":[62],"predicted":[64],"due":[66],"forecasting":[68],"errors.":[69],"On":[70],"basis":[72],"previously":[75],"proposed":[76],"allows":[79],"both":[81],"end-user's":[83],"electricity":[84],"bill":[85],"generation/demand":[88],"uncertainty":[89],"impact,":[90],"this":[91],"paper":[92],"proposes":[93],"detailed":[95],"analysis":[96],"several":[98],"factors":[99],"affecting":[100],"EMS's":[102],"performance.":[103],"Variations":[104],"algorithm":[106],"strategy":[107],"parameters,":[108],"market":[109],"constraints":[110],"size":[112],"hardware":[114],"components":[115],"have":[116,122,168],"been":[117,123,169],"investigated":[118],"results":[121,136],"evaluated":[124],"terms":[126],"reduction":[128],"cash":[133],"flow.":[134],"Simulation":[135],"obtained":[137],"six-day":[140],"period":[141],"for":[142,164],"grid":[144],"connected":[145],"home":[147],"with":[148],"3":[150],"kWp":[151],"photovoltaic":[152],"generator":[153],"battery":[156],"system":[158],"presented":[160],"some":[162],"guidelines":[163],"proper":[165],"proposed.":[170]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}