{"id":"https://openalex.org/W4404036789","doi":"https://doi.org/10.1109/smartgridcomm60555.2024.10738042","title":"Energy management of residential buildings based on model predictive control across varied prediction horizons, price models, and storage configurations","display_name":"Energy management of residential buildings based on model predictive control across varied prediction horizons, price models, and storage configurations","publication_year":2024,"publication_date":"2024-09-17","ids":{"openalex":"https://openalex.org/W4404036789","doi":"https://doi.org/10.1109/smartgridcomm60555.2024.10738042"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm60555.2024.10738042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm60555.2024.10738042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","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/A5024990938","display_name":"Imene Benrabia","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Imene Benrabia","raw_affiliation_strings":["University of Duisburg-Essen,Chair of Dynamics and Control,Duisburg,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen,Chair of Dynamics and Control,Duisburg,Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113663613","display_name":"Dirk S\u00f6ffker","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk S\u00f6ffker","raw_affiliation_strings":["University of Duisburg-Essen,Chair of Dynamics and Control,Duisburg,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen,Chair of Dynamics and Control,Duisburg,Germany","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I62318514"],"apc_list":null,"apc_paid":null,"fwci":0.8662,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72316493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.8974000215530396,"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"}},"topics":[{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.8974000215530396,"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/model-predictive-control","display_name":"Model predictive control","score":0.6860753297805786},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5288378000259399},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.512852668762207},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5083629488945007},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.5022234916687012},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.4367419183254242},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4312281608581543},{"id":"https://openalex.org/keywords/new-horizons","display_name":"New horizons","score":0.4277052879333496},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.42297476530075073},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33842766284942627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22751155495643616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1251946985721588},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1160307228565216},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1064155101776123},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10430854558944702},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08146998286247253}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6860753297805786},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5288378000259399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.512852668762207},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5083629488945007},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.5022234916687012},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.4367419183254242},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4312281608581543},{"id":"https://openalex.org/C2992257854","wikidata":"https://www.wikidata.org/wiki/Q48461","display_name":"New horizons","level":3,"score":0.4277052879333496},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.42297476530075073},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33842766284942627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22751155495643616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1251946985721588},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1160307228565216},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1064155101776123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10430854558944702},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08146998286247253},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C29829512","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Spacecraft","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/smartgridcomm60555.2024.10738042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm60555.2024.10738042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"},{"id":"pmh:oai:bibliographie.ub.uni-due.de:ubo_mods_00227087","is_oa":false,"landing_page_url":"https://doi.org/10.1109/SmartGridComm60555.2024.10738042","pdf_url":null,"source":{"id":"https://openalex.org/S7407055102","display_name":"Universit\u00e4tsbibliographie, Universit\u00e4t Duisburg-Essen","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":"chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"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":15,"referenced_works":["https://openalex.org/W1966383380","https://openalex.org/W2488699370","https://openalex.org/W2735984395","https://openalex.org/W2771127460","https://openalex.org/W2789880759","https://openalex.org/W2793684890","https://openalex.org/W2806539681","https://openalex.org/W2915629241","https://openalex.org/W2917620661","https://openalex.org/W2972802354","https://openalex.org/W3086484635","https://openalex.org/W3200199011","https://openalex.org/W4206721385","https://openalex.org/W4368250693","https://openalex.org/W4391342214"],"related_works":["https://openalex.org/W2003264037","https://openalex.org/W4390571837","https://openalex.org/W2810662003","https://openalex.org/W3012012463","https://openalex.org/W2897621408","https://openalex.org/W2091036197","https://openalex.org/W2763368380","https://openalex.org/W2120479322","https://openalex.org/W2535548666","https://openalex.org/W2002348443"],"abstract_inverted_index":{"Energy":[0],"demands":[1],"and":[2,10,34,131,142,164,193,198,224],"reliance":[3],"on":[4,156,167,189],"renewable":[5,59],"resources":[6],"are":[7,72,122,136,215,236],"increasing":[8],"worldwide":[9],"opening":[11],"new":[12,26],"challenges.":[13],"For":[14],"this":[15,41,68],"reason,":[16],"the":[17,165,169,206,212,228,233],"development":[18],"of":[19,78,85,104],"energy":[20,32,36,60,97,145,191],"management":[21],"systems":[22],"(EMS)":[23],"as":[24,62,64,95],"a":[25,43,92,99,117],"algorithmic":[27],"strategy":[28],"to":[29,82,181],"ensure":[30],"continuous":[31],"supply":[33],"reduce":[35],"costs":[37],"is":[38,52,109,114,186],"needed.":[39],"In":[40,67],"work,":[42],"model":[44,55],"predictive":[45],"control":[46],"(MPC)-based":[47],"EMS":[48],"for":[49],"residential":[50],"building":[51,76],"presented.":[53],"The":[54,74,111,138,147,184,202],"considers":[56,140],"predicted":[57],"hourly":[58],"generation":[61],"well":[63],"load":[65],"profiles.":[66],"case":[69],"real":[70],"datasets":[71],"used.":[73],"selected":[75],"composed":[77,103],"multiple":[79,107,161],"appliances":[80],"leading":[81],"better":[83],"representation":[84],"typical":[86],"house":[87],"dynamic":[88,143],"consumption.":[89],"Along":[90],"with":[91,116,153],"grid":[93,144,200],"use":[94],"additional":[96],"source,":[98],"storage":[100],"system":[101],"(ESS)":[102],"one":[105,129,154],"or":[106],"batteries":[108],"included.":[110],"MPC":[112,207,230],"method":[113,119,208],"compared":[115],"baseline":[118],"(rule-based).":[120],"Simulations":[121],"conducted":[123],"through":[124],"2":[125],"time":[126],"slots":[127],"encompassing":[128],"month,":[130],"4":[132],"seasons.":[133],"Two":[134],"scenarios":[135],"suggested.":[137],"first":[139],"fixed":[141],"prices.":[146],"second":[148],"explores":[149,174],"various":[150],"ESS":[151,158,170],"configurations,":[152],"focusing":[155],"dividing":[157],"capacity":[159],"among":[160],"identical":[162],"batteries,":[163],"other":[166],"doubling":[168,225],"sizing.":[171],"All":[172],"simulations":[173],"different":[175],"prediction":[176,219],"horizons":[177],"varying":[178],"from":[179],"1":[180],"16":[182],"hours.":[183],"assessment":[185],"realized":[187],"based":[188],"low":[190,199],"cost":[192],"more":[194],"revenue,":[195],"consumption":[196],"satisfaction,":[197],"utilization.":[201],"results":[203,214,235],"show":[204],"that":[205],"performs":[209],"best,":[210],"where":[211,232],"best":[213,234],"achieved":[216],"by":[217,238],"larger":[218],"horizons.":[220],"Furthermore,":[221],"separating":[222],"ESSs":[223],"it":[226],"affects":[227],"overall":[229],"performance,":[231],"reached":[237],"double":[239],"ESS.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}