{"id":"https://openalex.org/W3162406330","doi":"https://doi.org/10.1109/access.2021.3075485","title":"Energy Management Systems and Strategies in Buildings Sector: A Scoping Review","display_name":"Energy Management Systems and Strategies in Buildings Sector: A Scoping Review","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3162406330","doi":"https://doi.org/10.1109/access.2021.3075485","mag":"3162406330"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3075485","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3075485","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09415643.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09415643.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051256444","display_name":"Abbas M. Al-Ghaili","orcid":"https://orcid.org/0000-0001-5982-2592"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Abbas M. Al-Ghaili","raw_affiliation_strings":["Institute of Informatics and Computing in Energy (IICE), Universiti Tenaga Nasional (UNITEN), Kajang, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5982-2592","affiliations":[{"raw_affiliation_string":"Institute of Informatics and Computing in Energy (IICE), Universiti Tenaga Nasional (UNITEN), Kajang, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020467437","display_name":"Hairoladenan Kasim","orcid":"https://orcid.org/0000-0003-0740-9100"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hairoladenan Kasim","raw_affiliation_strings":["College of Computing and Informatics (CCI), Universiti Tenaga Nasional (UNITEN), Kajang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics (CCI), Universiti Tenaga Nasional (UNITEN), Kajang, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077916580","display_name":"Naif Mohammed Al\u2010Hada","orcid":"https://orcid.org/0000-0002-7318-8185"},"institutions":[{"id":"https://openalex.org/I4210112540","display_name":"Institute of Biophysics","ror":"https://ror.org/01tyv8576","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112540"]},{"id":"https://openalex.org/I4210165547","display_name":"Dezhou University","ror":"https://ror.org/05mnjs436","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210165547"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naif M. Al-Hada","raw_affiliation_strings":["Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Dezhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7318-8185","affiliations":[{"raw_affiliation_string":"Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Dezhou, China","institution_ids":["https://openalex.org/I4210112540","https://openalex.org/I4210165547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020850598","display_name":"Bo N\u00f8rregaard J\u00f4rgensen","orcid":"https://orcid.org/0000-0001-5678-6602"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Bo Norregaard Jorgensen","raw_affiliation_strings":["Center for Energy Informatics, University of Southern Denmark, Odense, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-5678-6602","affiliations":[{"raw_affiliation_string":"Center for Energy Informatics, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103140814","display_name":"Marini Othman","orcid":"https://orcid.org/0000-0002-2358-3013"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Marini Othman","raw_affiliation_strings":["Institute of Informatics and Computing in Energy (IICE), Universiti Tenaga Nasional (UNITEN), Kajang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Computing in Energy (IICE), Universiti Tenaga Nasional (UNITEN), Kajang, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100610288","display_name":"Jihua Wang","orcid":"https://orcid.org/0000-0002-2109-8807"},"institutions":[{"id":"https://openalex.org/I4210112540","display_name":"Institute of Biophysics","ror":"https://ror.org/01tyv8576","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112540"]},{"id":"https://openalex.org/I4210165547","display_name":"Dezhou University","ror":"https://ror.org/05mnjs436","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210165547"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jihua Wang","raw_affiliation_strings":["Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Dezhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Dezhou, China","institution_ids":["https://openalex.org/I4210112540","https://openalex.org/I4210165547"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.175,"has_fulltext":true,"cited_by_count":85,"citation_normalized_percentile":{"value":0.95057088,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"63790","last_page":"63813"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9980000257492065,"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/computer-science","display_name":"Computer science","score":0.5687622427940369},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.5121562480926514},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.4162343740463257},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.33279240131378174},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.326696515083313},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19579175114631653},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18834292888641357}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5687622427940369},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5121562480926514},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.4162343740463257},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.33279240131378174},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.326696515083313},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19579175114631653},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18834292888641357},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3075485","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3075485","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09415643.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:sdu.dk:openaire/296a71f0-6faf-4b5b-90bb-03b2d5599558","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/296a71f0-6faf-4b5b-90bb-03b2d5599558","pdf_url":"https://findresearcher.sdu.dk/ws/files/182306995/Energy_Management_Systems_and_Strategies_in_Buildings_Sector_A_Scoping_Review.pdf","source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Al-Ghaili, A M, Kasim, H, Al-Hada, N M, J\u00f8rgensen, B N, Othman, M & Jihua, W 2021, 'Energy Management Systems and Strategies in Buildings Sector: A Scoping Review', IEEE Access, vol. 9, pp. 63790-63813. https://doi.org/10.1109/ACCESS.2021.3075485","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:dc30810e6b6c4fa7bd51c8976935761c","is_oa":true,"landing_page_url":"https://doaj.org/article/dc30810e6b6c4fa7bd51c8976935761c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 63790-63813 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3075485","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3075485","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09415643.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3282962684","display_name":null,"funder_award_id":"RJO10517844/007","funder_id":"https://openalex.org/F4320325210","funder_display_name":"Universiti Tenaga Nasional"},{"id":"https://openalex.org/G4230099943","display_name":null,"funder_award_id":". J5100D4103","funder_id":"https://openalex.org/F4320325210","funder_display_name":"Universiti Tenaga Nasional"}],"funders":[{"id":"https://openalex.org/F4320319061","display_name":"Tenaga Nasional Berhad","ror":"https://ror.org/04jjxmt88"},{"id":"https://openalex.org/F4320325210","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3162406330.pdf","grobid_xml":"https://content.openalex.org/works/W3162406330.grobid-xml"},"referenced_works_count":160,"referenced_works":["https://openalex.org/W103054307","https://openalex.org/W264572123","https://openalex.org/W390736637","https://openalex.org/W1484029254","https://openalex.org/W1485442931","https://openalex.org/W1491806370","https://openalex.org/W1516953425","https://openalex.org/W1520567943","https://openalex.org/W1522998701","https://openalex.org/W1532597413","https://openalex.org/W1556241066","https://openalex.org/W1752853205","https://openalex.org/W1845356885","https://openalex.org/W1892593116","https://openalex.org/W1918261986","https://openalex.org/W1967379861","https://openalex.org/W1972440681","https://openalex.org/W1972802966","https://openalex.org/W1975220287","https://openalex.org/W1977045974","https://openalex.org/W1982391451","https://openalex.org/W1986636668","https://openalex.org/W1988434901","https://openalex.org/W1992679131","https://openalex.org/W1996679634","https://openalex.org/W1999511908","https://openalex.org/W2000238902","https://openalex.org/W2001217414","https://openalex.org/W2002843233","https://openalex.org/W2004938188","https://openalex.org/W2009347390","https://openalex.org/W2009934051","https://openalex.org/W2011575864","https://openalex.org/W2015540094","https://openalex.org/W2017076436","https://openalex.org/W2022650381","https://openalex.org/W2027099858","https://openalex.org/W2031008166","https://openalex.org/W2031883986","https://openalex.org/W2040350941","https://openalex.org/W2044775374","https://openalex.org/W2047143310","https://openalex.org/W2048292587","https://openalex.org/W2050299018","https://openalex.org/W2050478205","https://openalex.org/W2051607409","https://openalex.org/W2054652216","https://openalex.org/W2056859463","https://openalex.org/W2057005484","https://openalex.org/W2062208914","https://openalex.org/W2070787438","https://openalex.org/W2071335058","https://openalex.org/W2080440521","https://openalex.org/W2089722364","https://openalex.org/W2100348584","https://openalex.org/W2106132574","https://openalex.org/W2108032102","https://openalex.org/W2111027089","https://openalex.org/W2114917205","https://openalex.org/W2114941654","https://openalex.org/W2115087314","https://openalex.org/W2120743933","https://openalex.org/W2121352581","https://openalex.org/W2121919248","https://openalex.org/W2123685609","https://openalex.org/W2127732301","https://openalex.org/W2128403045","https://openalex.org/W2132421816","https://openalex.org/W2135689168","https://openalex.org/W2136663435","https://openalex.org/W2139879256","https://openalex.org/W2139899671","https://openalex.org/W2143878163","https://openalex.org/W2145451223","https://openalex.org/W2145652415","https://openalex.org/W2147326720","https://openalex.org/W2152510616","https://openalex.org/W2158802455","https://openalex.org/W2160432419","https://openalex.org/W2160603203","https://openalex.org/W2161257182","https://openalex.org/W2161863692","https://openalex.org/W2170820890","https://openalex.org/W2265197000","https://openalex.org/W2274943345","https://openalex.org/W2296221186","https://openalex.org/W2307544986","https://openalex.org/W2344698824","https://openalex.org/W2347103655","https://openalex.org/W2470197391","https://openalex.org/W2470612366","https://openalex.org/W2472994493","https://openalex.org/W2515975161","https://openalex.org/W2517167741","https://openalex.org/W2536620684","https://openalex.org/W2545152054","https://openalex.org/W2563462907","https://openalex.org/W2564215139","https://openalex.org/W2564673630","https://openalex.org/W2566364239","https://openalex.org/W2567433330","https://openalex.org/W2600427314","https://openalex.org/W2663032333","https://openalex.org/W2757437402","https://openalex.org/W2765899526","https://openalex.org/W2783168321","https://openalex.org/W2787184475","https://openalex.org/W2792958502","https://openalex.org/W2793975187","https://openalex.org/W2810292126","https://openalex.org/W2864256422","https://openalex.org/W2875300080","https://openalex.org/W2883872917","https://openalex.org/W2887935866","https://openalex.org/W2888186446","https://openalex.org/W2897621408","https://openalex.org/W2900146786","https://openalex.org/W2900830888","https://openalex.org/W2900871286","https://openalex.org/W2906865137","https://openalex.org/W2912686201","https://openalex.org/W2914296929","https://openalex.org/W2915629241","https://openalex.org/W2922027446","https://openalex.org/W2944029858","https://openalex.org/W2947408279","https://openalex.org/W2947893148","https://openalex.org/W2952133925","https://openalex.org/W2964657419","https://openalex.org/W2965557809","https://openalex.org/W2967132098","https://openalex.org/W2971290661","https://openalex.org/W2971303692","https://openalex.org/W2981299868","https://openalex.org/W2982189404","https://openalex.org/W2986327024","https://openalex.org/W2998563206","https://openalex.org/W3015241382","https://openalex.org/W3017402712","https://openalex.org/W3023700572","https://openalex.org/W3023824251","https://openalex.org/W3034472743","https://openalex.org/W3045445587","https://openalex.org/W3083964105","https://openalex.org/W3084091941","https://openalex.org/W3085456884","https://openalex.org/W3087425131","https://openalex.org/W3108539790","https://openalex.org/W3126743408","https://openalex.org/W3134198929","https://openalex.org/W3147168518","https://openalex.org/W3151127817","https://openalex.org/W4243853753","https://openalex.org/W6609054058","https://openalex.org/W6630879955","https://openalex.org/W6638765786","https://openalex.org/W6680128238","https://openalex.org/W6681574161","https://openalex.org/W6728524543","https://openalex.org/W6729458447"],"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/W2354768891","https://openalex.org/W4229332389","https://openalex.org/W1510108650","https://openalex.org/W2356819012"],"abstract_inverted_index":{"Energy":[0,228],"management":[1,13,19],"systems":[2],"in":[3,9,21,43,146,198],"buildings":[4,22],"(EMSs-in-Bs)":[5],"play":[6],"key":[7],"roles":[8],"energy":[10,18,56,263],"saving":[11,213,229,264],"and":[12,194,210,225,242,256],"to":[14,36,50,66,77,91,100,134,179,240,252,259],"which":[15,44],"an":[16,75,132],"efficient":[17,73],"system":[20],"(EMS-in-Bs)":[23],"design":[24],"contributes.":[25],"Different":[26],"scope-based":[27,39],"designs":[28,40],"of":[29,41,46,71,109,235],"EMS-in-Bs":[30,42,76,89,124,133,155,172,258],"are":[31,116,144,166,196,222],"reviewed.":[32],"The":[33],"objective":[34],"is":[35,86,99,125,140,249],"highlight":[37],"different":[38],"scopes":[45,221,236],"reviewed":[47,110,114,145,187,203],"papers":[48,115,204,218],"aim":[49],"implement":[51],"afunctionof,":[52],"for":[53,156,231],"example,":[54],"\u201cmonitor":[55],"performance\u201d,":[57],"\u201cestimate":[58],"energy-use\u201d,":[59],"or":[60],"\u201ccontrol":[61],"energy-use\u201d.":[62],"This":[63,96,128],"paper":[64],"aims":[65],"constitute":[67],"a":[68,102,147,157,250,261],"comprehensive":[69],"conception":[70],"how":[72],"such":[74],"perform":[78,92,135],"more":[79],"than":[80],"one":[81],"scope":[82,108],"(i.e.,":[83],"function).":[84],"Meaning,":[85],"the":[87,107,120,122,152,161,208,254],"proposed":[88],"able":[90],"several":[93],"sequential":[94],"functions?":[95],"paper\u2019s":[97],"contribution":[98,139],"give":[101],"function-focused":[103],"EMS\u2019s":[104],"review":[105],"utilizing":[106],"papers.":[111],"That":[112],"is,":[113],"classified":[117,148],"based":[118],"on":[119,202],"scope/function":[121],"selected":[123],"designed":[126],"for.":[127],"could":[129],"help":[130],"select":[131],"certain":[136,158],"scope/function(s).":[137],"Another":[138],"that,":[141],"numerous":[142],"EMSs-in-Bs":[143],"way":[149],"so":[150],"that":[151,170,207,247],"most":[153],"adequate":[154],"scenario":[159],"considering":[160],"performed":[162],"scopes/functions":[163],"e.g.,":[164],"\u201cmonitor\u201d":[165],"highlighted.":[167],"Findings":[168],"showed":[169],"\u201ccontrol-optimize\u201d-functioned":[171],"achieved":[173],"highest":[174,209],"energy-saving":[175],"rates":[176,214,230],"~30%":[177],"compared":[178],"\u201cestimate-predict\u201d":[180],"with":[181,217],"10%.":[182],"Findings,":[183],"insights":[184],"given":[185],"by":[186],"studies,":[188],"current":[189],"problems":[190],"faced,":[191],"future":[192],"directions,":[193],"remarks":[195],"drawn":[197],"conclusion.":[199],"Analysis":[200],"done":[201],"has":[205],"found":[206],"lowest":[211],"averaged-energy":[212],"were":[215],"obtained":[216],"whose":[219],"their":[220],"implementing":[223],"\u201ccontrol\u201d-with-\u201coptimize\u201d":[224],"\u201cestimate\u201d-with-\u201cpredict\u201d,":[226],"respectively.":[227,244],"these":[232],"two":[233],"classes":[234],"have":[237],"been":[238],"equal":[239],"22.57%":[241],"10%,":[243],"We":[245],"recommend":[246],"there":[248],"need":[251],"enhance":[253],"estimation-":[255],"prediction-related":[257],"achieve":[260],"higher":[262],"rate.":[265]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}