{"id":"https://openalex.org/W4417000546","doi":"https://doi.org/10.1007/s44196-025-01076-z","title":"Enhancing Smart Home Energy Efficiency Using a Hybrid Genetic Algorithm and Improved Dandelion Optimizer","display_name":"Enhancing Smart Home Energy Efficiency Using a Hybrid Genetic Algorithm and Improved Dandelion Optimizer","publication_year":2025,"publication_date":"2025-12-04","ids":{"openalex":"https://openalex.org/W4417000546","doi":"https://doi.org/10.1007/s44196-025-01076-z"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-025-01076-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-01076-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-01076-z.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-01076-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087494495","display_name":"Poonam Saroha","orcid":"https://orcid.org/0009-0000-7428-3910"},"institutions":[{"id":"https://openalex.org/I905734797","display_name":"Maharshi Dayanand University","ror":"https://ror.org/03kaab451","country_code":"IN","type":"education","lineage":["https://openalex.org/I905734797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Poonam Saroha","raw_affiliation_strings":["Department of Computer Science and Applications, Maharshi Dayanand University, Rohtak, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Applications, Maharshi Dayanand University, Rohtak, Haryana, India","institution_ids":["https://openalex.org/I905734797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102872064","display_name":"Gopal Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I905734797","display_name":"Maharshi Dayanand University","ror":"https://ror.org/03kaab451","country_code":"IN","type":"education","lineage":["https://openalex.org/I905734797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gopal Singh","raw_affiliation_strings":["Department of Computer Science and Applications, Maharshi Dayanand University, Rohtak, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Applications, Maharshi Dayanand University, Rohtak, Haryana, India","institution_ids":["https://openalex.org/I905734797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039191048","display_name":"Umesh Kumar Lilhore","orcid":"https://orcid.org/0000-0001-6073-3773"},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Umesh Kumar Lilhore","raw_affiliation_strings":["School of Computer Science and Engineering, Galgotias University, Greater Noida, UP, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Galgotias University, Greater Noida, UP, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072103737","display_name":"Monish Khan","orcid":"https://orcid.org/0000-0003-4755-8338"},"institutions":[{"id":"https://openalex.org/I42869670","display_name":"Arba Minch University","ror":"https://ror.org/00ssp9h11","country_code":"ET","type":"education","lineage":["https://openalex.org/I42869670"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Monish Khan","raw_affiliation_strings":["Arba Minch University, Arba Minch, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arba Minch University, Arba Minch, Ethiopia","institution_ids":["https://openalex.org/I42869670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104078766","display_name":"Mehedi Masud","orcid":null},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mehedi Masud","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, P.O. Box 11099, 21944, Taif, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, P.O. Box 11099, 21944, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103459299","display_name":"A.T.M. Shafiqul Khalid","orcid":null},"institutions":[{"id":"https://openalex.org/I72264486","display_name":"University of Tabuk","ror":"https://ror.org/04yej8x59","country_code":"SA","type":"education","lineage":["https://openalex.org/I72264486"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Alharbi Khalid","raw_affiliation_strings":["Information Technology Department, Faculty of Computing and Information Technology, University of Tabuk, 71491, Tabuk, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Department, Faculty of Computing and Information Technology, University of Tabuk, 71491, Tabuk, Saudi Arabia","institution_ids":["https://openalex.org/I72264486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069698763","display_name":"Sultan Algarni","orcid":null},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sultan Algarni","raw_affiliation_strings":["Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, 21589, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, 21589, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072103737"],"corresponding_institution_ids":["https://openalex.org/I42869670"],"apc_list":{"value":2090,"currency":"USD","value_usd":2090},"apc_paid":{"value":2090,"currency":"USD","value_usd":2090},"fwci":0.3177,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58907331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9093000292778015,"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":0.9093000292778015,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.0348999984562397,"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"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.005100000184029341,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6144999861717224},{"id":"https://openalex.org/keywords/dandelion","display_name":"Dandelion","score":0.6080999970436096},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5536999702453613},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5350000262260437},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.531000018119812},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5253999829292297},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5121999979019165},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.4975999891757965},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4794999957084656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.722599983215332},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6144999861717224},{"id":"https://openalex.org/C2778804639","wikidata":"https://www.wikidata.org/wiki/Q30024","display_name":"Dandelion","level":4,"score":0.6080999970436096},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5536999702453613},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5350000262260437},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.531000018119812},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5253999829292297},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5121999979019165},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.4975999891757965},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4794999957084656},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.4472000002861023},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41769999265670776},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.38370001316070557},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.37779998779296875},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3725999891757965},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.36970001459121704},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.3456999957561493},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.33739998936653137},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.3271999955177307},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3239000141620636},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.30979999899864197},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3068000078201294},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.2903999984264374},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.28279998898506165},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2703999876976013},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.2680000066757202},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.2590000033378601},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.25780001282691956},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.2554999887943268}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44196-025-01076-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-01076-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-01076-z.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9fffd587fbf841a18ba4fb3646a9a14e","is_oa":true,"landing_page_url":"https://doaj.org/article/9fffd587fbf841a18ba4fb3646a9a14e","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":"International Journal of Computational Intelligence Systems, Vol 18, Iss 1, Pp 1-33 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44196-025-01076-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-01076-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-01076-z.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7326427127","display_name":null,"funder_award_id":"TU-DSPP-2024-04","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"}],"funders":[{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417000546.pdf","grobid_xml":"https://content.openalex.org/works/W4417000546.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W3025850044","https://openalex.org/W3025899234","https://openalex.org/W3037197264","https://openalex.org/W3039612119","https://openalex.org/W3045732295","https://openalex.org/W3127179929","https://openalex.org/W3132959010","https://openalex.org/W4280495603","https://openalex.org/W4309719889","https://openalex.org/W4367321376","https://openalex.org/W4385219128","https://openalex.org/W4390733180","https://openalex.org/W4393932286","https://openalex.org/W4399269600","https://openalex.org/W4399648402","https://openalex.org/W4400419775","https://openalex.org/W4403998432","https://openalex.org/W4406103132","https://openalex.org/W4406798189","https://openalex.org/W4407078428","https://openalex.org/W4407715195","https://openalex.org/W4407973943","https://openalex.org/W4409502092","https://openalex.org/W4411605951","https://openalex.org/W4411858354","https://openalex.org/W4412438765","https://openalex.org/W4414056950"],"related_works":[],"abstract_inverted_index":{"Rapid":[0],"growth":[1],"in":[2,23,146],"electronic":[3],"devices":[4],"and":[5,17,34,44,53,74,91,109,135,143,153,160,172,180,197],"smart":[6,24,170,206],"appliances":[7,56],"has":[8],"significantly":[9],"increased":[10],"household":[11,55],"energy":[12,21,103,178,208],"consumption,":[13],"peak":[14],"load":[15,133],"demand,":[16],"electricity":[18,111],"costs.":[19],"Enhancing":[20],"efficiency":[22],"homes":[25,171],"is,":[26],"therefore,":[27],"a":[28,39,194],"critical":[29],"challenge":[30],"for":[31,201],"both":[32],"sustainability":[33],"affordability.":[35],"This":[36,188],"paper":[37],"proposes":[38],"novel":[40],"Hybrid":[41],"Genetic":[42,72],"Algorithm":[43],"Improved":[45,80],"Dandelion":[46,81],"Optimizer":[47],"(HGAIDO)":[48],"framework":[49,192],"that":[50,98,165],"intelligently":[51],"schedules":[52],"manages":[54],"integrated":[57],"with":[58,84,168],"photovoltaic":[59],"(PV)":[60],"systems.":[61],"Unlike":[62],"conventional":[63],"metaheuristics,":[64],"HGAIDO":[65,101,139,167],"leverages":[66],"the":[67,75,79,99,122,202],"global":[68],"search":[69],"capability":[70],"of":[71,78,148,205],"Algorithms":[73],"exploitation":[76],"strength":[77],"Optimizer,":[82],"enhanced":[83],"gamma":[85],"distribution,":[86],"to":[87,118,129,185],"achieve":[88],"superior":[89],"convergence":[90,149],"optimization":[92,191],"performance.":[93],"Extensive":[94],"MATLAB":[95],"simulations":[96],"demonstrate":[97],"proposed":[100],"reduces":[102],"consumption":[104,179],"by":[105,113],"16.3%":[106],"(171.5\u2192143.5":[107],"kW)":[108],"lowers":[110],"costs":[112,181],"26.2%":[114],"(153.8\u2192113.5":[115],"Rs)":[116],"compared":[117],"unscheduled":[119],"usage.":[120],"Moreover,":[121],"Peak-to-Average":[123],"Ratio":[124],"is":[125],"reduced":[126,136],"from":[127],"4.3382":[128],"0.94461,":[130],"highlighting":[131],"improved":[132],"balancing":[134],"grid":[137],"dependency.":[138],"outperforms":[140],"standalone":[141],"GA":[142],"DO":[144],"algorithms":[145],"terms":[147],"speed,":[150],"execution":[151],"time,":[152],"complexity,":[154],"while":[155],"ensuring":[156],"high":[157],"user":[158],"comfort":[159],"adaptability.":[161],"The":[162],"findings":[163],"confirm":[164],"integrating":[166],"IoT-enabled":[169],"PV":[173],"systems":[174],"not":[175],"only":[176],"minimizes":[177],"but":[182],"also":[183],"contributes":[184],"sustainable":[186],"living.":[187],"innovative":[189],"hybrid":[190],"offers":[193],"scalable,":[195],"cost-effective,":[196],"environmentally":[198],"conscious":[199],"solution":[200],"next":[203],"generation":[204],"home":[207],"management.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-12-04T00:00:00"}
