{"id":"https://openalex.org/W4323020891","doi":"https://doi.org/10.1109/access.2023.3248502","title":"Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies","display_name":"Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323020891","doi":"https://doi.org/10.1109/access.2023.3248502"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3248502","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3248502","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10050860.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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","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/ielx7/6287639/10005208/10050860.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049615999","display_name":"Binghui Han","orcid":"https://orcid.org/0000-0001-9951-9950"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Binghui Han","raw_affiliation_strings":["Department of Electrical Engineering, Power Electronics and Renewable Energy Research Laboratory (PEARL), Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-9951-9950","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Power Electronics and Renewable Energy Research Laboratory (PEARL), Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067326199","display_name":"Younes Zahraoui","orcid":"https://orcid.org/0000-0002-0505-3553"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Younes Zahraoui","raw_affiliation_strings":["FinEst Centre for Smart Cities, Tallinn University of Technology, Tallinn, Estonia"],"raw_orcid":"https://orcid.org/0000-0002-0505-3553","affiliations":[{"raw_affiliation_string":"FinEst Centre for Smart Cities, Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009491543","display_name":"Marizan Mubin","orcid":"https://orcid.org/0000-0001-7565-7822"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Marizan Mubin","raw_affiliation_strings":["Department of Electrical Engineering, Power Electronics and Renewable Energy Research Laboratory (PEARL), Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-7565-7822","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Power Electronics and Renewable Energy Research Laboratory (PEARL), Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033169668","display_name":"Saad Mekhilef","orcid":"https://orcid.org/0000-0001-8544-8995"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]},{"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":["AU","MY"],"is_corresponding":false,"raw_author_name":"Saad Mekhilef","raw_affiliation_strings":["School of Software and Electrical Engineering, Faculty of Science, Engineering and Technology, Swinburne University of Technology, Victoria, VIC, Australia","Department of Electrical Engineering, College of Engineering, Universiti Tenaga Nasional, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-8544-8995","affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Faculty of Science, Engineering and Technology, Swinburne University of Technology, Victoria, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, Universiti Tenaga Nasional, Selangor, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021997505","display_name":"Mehdi Seyedmahmoudian","orcid":"https://orcid.org/0000-0002-2538-4077"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mehdi Seyedmahmoudian","raw_affiliation_strings":["School of Software and Electrical Engineering, Faculty of Science, Engineering and Technology, Swinburne University of Technology, Victoria, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2538-4077","affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Faculty of Science, Engineering and Technology, Swinburne University of Technology, Victoria, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006830750","display_name":"Alex Stojcevski","orcid":"https://orcid.org/0000-0002-3584-6597"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alex Stojcevski","raw_affiliation_strings":["School of Software and Electrical Engineering, Faculty of Science, Engineering and Technology, Swinburne University of Technology, Victoria, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3584-6597","affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Faculty of Science, Engineering and Technology, Swinburne University of Technology, Victoria, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"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":11.3687,"has_fulltext":true,"cited_by_count":135,"citation_normalized_percentile":{"value":0.99316601,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"19999","last_page":"20025"},"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":0.9975000023841858,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9944000244140625,"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":0.7025541663169861},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6115974187850952},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5782437324523926},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5512243509292603},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.48341429233551025},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4731220602989197},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.45862430334091187},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.44525155425071716},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.44081786274909973},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4313373863697052},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4171184301376343},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16741010546684265},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14577117562294006},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.1433473527431488},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.12162154912948608}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7025541663169861},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6115974187850952},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5782437324523926},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5512243509292603},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.48341429233551025},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4731220602989197},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.45862430334091187},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.44525155425071716},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.44081786274909973},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4313373863697052},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4171184301376343},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16741010546684265},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14577117562294006},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.1433473527431488},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.12162154912948608},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3248502","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3248502","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10050860.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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:aec3b12c9daf4ec0a32cdebd54e81c5a","is_oa":true,"landing_page_url":"https://doaj.org/article/aec3b12c9daf4ec0a32cdebd54e81c5a","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 11, Pp 19999-20025 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3248502","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3248502","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10050860.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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","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":0.6700000166893005,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323020891.pdf","grobid_xml":"https://content.openalex.org/works/W4323020891.grobid-xml"},"referenced_works_count":149,"referenced_works":["https://openalex.org/W396623148","https://openalex.org/W1263028170","https://openalex.org/W1878310685","https://openalex.org/W1966329931","https://openalex.org/W1973212731","https://openalex.org/W1975784044","https://openalex.org/W1977209346","https://openalex.org/W1988813732","https://openalex.org/W2000198634","https://openalex.org/W2001218052","https://openalex.org/W2022961367","https://openalex.org/W2023906194","https://openalex.org/W2025980158","https://openalex.org/W2037200989","https://openalex.org/W2044392999","https://openalex.org/W2054346642","https://openalex.org/W2057912441","https://openalex.org/W2068951480","https://openalex.org/W2073957640","https://openalex.org/W2081823189","https://openalex.org/W2084993392","https://openalex.org/W2086250678","https://openalex.org/W2090678121","https://openalex.org/W2094930328","https://openalex.org/W2094975643","https://openalex.org/W2108946723","https://openalex.org/W2109300018","https://openalex.org/W2111004536","https://openalex.org/W2165522310","https://openalex.org/W2165706099","https://openalex.org/W2207229987","https://openalex.org/W2222845742","https://openalex.org/W2271187934","https://openalex.org/W2277948250","https://openalex.org/W2278914591","https://openalex.org/W2306221254","https://openalex.org/W2309225173","https://openalex.org/W2329597761","https://openalex.org/W2406609924","https://openalex.org/W2462062561","https://openalex.org/W2486172377","https://openalex.org/W2537315456","https://openalex.org/W2546132833","https://openalex.org/W2547934986","https://openalex.org/W2553423789","https://openalex.org/W2553566779","https://openalex.org/W2565476208","https://openalex.org/W2573845693","https://openalex.org/W2587872989","https://openalex.org/W2596118297","https://openalex.org/W2597831797","https://openalex.org/W2606833567","https://openalex.org/W2612665982","https://openalex.org/W2619907041","https://openalex.org/W2735853514","https://openalex.org/W2738216697","https://openalex.org/W2742585975","https://openalex.org/W2748923504","https://openalex.org/W2752310397","https://openalex.org/W2762882198","https://openalex.org/W2765230789","https://openalex.org/W2777796796","https://openalex.org/W2779055119","https://openalex.org/W2789768939","https://openalex.org/W2792259330","https://openalex.org/W2792488821","https://openalex.org/W2793662744","https://openalex.org/W2795789465","https://openalex.org/W2801821460","https://openalex.org/W2802339474","https://openalex.org/W2803090725","https://openalex.org/W2805661017","https://openalex.org/W2885580746","https://openalex.org/W2886364386","https://openalex.org/W2893832194","https://openalex.org/W2897051021","https://openalex.org/W2900920157","https://openalex.org/W2903594835","https://openalex.org/W2904964413","https://openalex.org/W2906502948","https://openalex.org/W2911306702","https://openalex.org/W2911604971","https://openalex.org/W2914046382","https://openalex.org/W2937445681","https://openalex.org/W2946290033","https://openalex.org/W2961694391","https://openalex.org/W2971124251","https://openalex.org/W2972622343","https://openalex.org/W2990478129","https://openalex.org/W2998152821","https://openalex.org/W3000480412","https://openalex.org/W3004169640","https://openalex.org/W3016252874","https://openalex.org/W3019299530","https://openalex.org/W3021590049","https://openalex.org/W3024313209","https://openalex.org/W3025857231","https://openalex.org/W3027930355","https://openalex.org/W3030933834","https://openalex.org/W3034272367","https://openalex.org/W3037262161","https://openalex.org/W3037309218","https://openalex.org/W3037492953","https://openalex.org/W3040172984","https://openalex.org/W3042913394","https://openalex.org/W3044165493","https://openalex.org/W3045445587","https://openalex.org/W3049038022","https://openalex.org/W3049658012","https://openalex.org/W3080836674","https://openalex.org/W3085556785","https://openalex.org/W3092507440","https://openalex.org/W3102727589","https://openalex.org/W3107367202","https://openalex.org/W3107534599","https://openalex.org/W3111065029","https://openalex.org/W3116317014","https://openalex.org/W3127357533","https://openalex.org/W3130192853","https://openalex.org/W3133378936","https://openalex.org/W3134763850","https://openalex.org/W3135862802","https://openalex.org/W3136415900","https://openalex.org/W3147007409","https://openalex.org/W3155035002","https://openalex.org/W3158432890","https://openalex.org/W3168488195","https://openalex.org/W3169986784","https://openalex.org/W3171541629","https://openalex.org/W3173925461","https://openalex.org/W3182485791","https://openalex.org/W3185264238","https://openalex.org/W3186528548","https://openalex.org/W3196367815","https://openalex.org/W3199741280","https://openalex.org/W3210207319","https://openalex.org/W3211542822","https://openalex.org/W4200019523","https://openalex.org/W4200056249","https://openalex.org/W4200543891","https://openalex.org/W4206727964","https://openalex.org/W4213082165","https://openalex.org/W4213446874","https://openalex.org/W4214725922","https://openalex.org/W4221030342","https://openalex.org/W4223480253","https://openalex.org/W4226070905","https://openalex.org/W4233104126","https://openalex.org/W6757452248"],"related_works":["https://openalex.org/W2745756234","https://openalex.org/W2613595473","https://openalex.org/W3204629386","https://openalex.org/W1542090993","https://openalex.org/W2977117508","https://openalex.org/W4284712100","https://openalex.org/W2751363208","https://openalex.org/W3009579010","https://openalex.org/W1939335011","https://openalex.org/W2598441350"],"abstract_inverted_index":{"Growing":[0],"electricity":[1,57],"demand,":[2],"the":[3,10,34,47,60,82,96,109,113,118,126,132,148,167,180,187,194,205,244],"deployment":[4],"of":[5,13,40,49,65,85,101,112,120,191,207,223],"renewable":[6],"energy":[7,22,36],"sources":[8],"and":[9,38,45,63,70,94,99,116,135,143,158,164,173,189,201,203,210,229,237,249],"widespread":[11],"use":[12,48],"smart":[14],"home":[15,21],"appliances":[16],"provide":[17],"new":[18,235],"opportunities":[19],"for":[20,74,196,233],"management":[23],"systems":[24,31],"(HEMSs),":[25],"which":[26],"can":[27,218],"be":[28],"defined":[29],"as":[30],"that":[32],"improve":[33],"overall":[35],"production":[37],"consumption":[39],"residential":[41,56],"buildings":[42],"by":[43,240],"controlling":[44],"scheduling":[46,139,211,238],"household":[50],"equipment.":[51],"By":[52],"saving":[53],"energy,":[54],"reducing":[55,71],"costs,":[58],"optimizing":[59],"utilization":[61],"rate":[62],"reliability":[64],"utility":[66],"companies\u2019":[67],"power":[68],"systems,":[69],"air":[72],"pollution":[73],"society,":[75],"HEMSs":[76,102,228],"lead":[77],"to":[78,91,138,184],"an":[79],"enhancement":[80],"in":[81,103,125,147,166,186,199,227],"socioeconomic":[83],"development":[84,97,110,206],"low-carbon":[86],"economies.":[87],"This":[88,106,177],"review":[89],"aims":[90],"systematically":[92],"analyze":[93],"summarize":[95],"trends":[98,226],"challenges":[100,165,195],"recent":[104],"years.":[105],"paper":[107,178],"reviews":[108],"history":[111],"HEMS":[114,128],"architecture":[115,188],"discusses":[117,193],"characteristics":[119],"several":[121,144],"major":[122],"communication":[123],"technologies":[124],"current":[127,224],"infrastructure.":[129],"In":[130],"addition,":[131],"common":[133],"objectives":[134],"constraints":[136],"related":[137],"optimization":[140,145],"are":[141,170,175],"classified,":[142],"methods":[146],"literature,":[149],"including":[150],"various":[151,208],"intelligent":[152],"algorithms,":[153],"have":[154],"been":[155],"introduced,":[156],"compared,":[157],"critically":[159],"analyzed.":[160],"Furthermore,":[161],"experimental":[162],"studies":[163],"real":[168],"world":[169],"also":[171],"summarized":[172],"recommendations":[174],"given.":[176],"reveals":[179],"trend":[181],"from":[182],"simple":[183],"complex":[185],"functionality":[190],"HEMSs,":[192],"future":[197],"improvements":[198],"modeling":[200,209,236],"scheduling,":[202],"shows":[204],"methods.":[212],"Based":[213],"on":[214],"this":[215],"review,":[216],"researchers":[217],"gain":[219],"a":[220],"comprehensive":[221],"understanding":[222],"research":[225],"open":[230],"up":[231],"ideas":[232],"developing":[234],"approaches":[239],"gaining":[241],"insight":[242],"into":[243],"trade-offs":[245],"between":[246],"optimum":[247],"solutions":[248],"computational":[250],"complexity.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":58},{"year":2024,"cited_by_count":45},{"year":2023,"cited_by_count":11}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}