{"id":"https://openalex.org/W4388015397","doi":"https://doi.org/10.13052/dgaej2156-3306.3914","title":"Multi-Criteria Decision-Making for Energy Management in Smart Homes Using Hybridized Neuro-Fuzzy Approach","display_name":"Multi-Criteria Decision-Making for Energy Management in Smart Homes Using Hybridized Neuro-Fuzzy Approach","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4388015397","doi":"https://doi.org/10.13052/dgaej2156-3306.3914"},"language":"en","primary_location":{"id":"doi:10.13052/dgaej2156-3306.3914","doi":"https://doi.org/10.13052/dgaej2156-3306.3914","is_oa":true,"landing_page_url":"http://dx.doi.org/10.13052/dgaej2156-3306.3914","pdf_url":"https://journals.riverpublishers.com/index.php/DGAEJ/article/download/22873/18887","source":{"id":"https://openalex.org/S4210184897","display_name":"Distributed Generation & Alternative Energy Journal","issn_l":"2156-6550","issn":["2156-6550","2156-3306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Distributed Generation & Alternative Energy Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://journals.riverpublishers.com/index.php/DGAEJ/article/download/22873/18887","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026576087","display_name":"U. V. Anbazhagu","orcid":"https://orcid.org/0000-0003-2310-530X","observed_orcids":["https://orcid.org/0000-0003-2310-530X"]},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"U. V. Anbazhagu","raw_affiliation_strings":["Department of Computing Technologies, School of Computing, Faculty of Engineering and Technology, SRM Institute of Science and Technology, SRM Nagar, Kattankulathur, Chennai, TN, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Technologies, School of Computing, Faculty of Engineering and Technology, SRM Institute of Science and Technology, SRM Nagar, Kattankulathur, Chennai, TN, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082765497","display_name":"Manjula Sanjay Koti","orcid":"https://orcid.org/0000-0003-4514-0624","observed_orcids":["https://orcid.org/0000-0003-4514-0624"]},"institutions":[{"id":"https://openalex.org/I4405277151","display_name":"Dayananda Sagar Academy of Technology and Management","ror":"https://ror.org/01nbw1e11","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405277151"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manjula Sanjay Koti","raw_affiliation_strings":["Department of MCA, Dayananda Sagar Academy of Technology and Management Bangalore, 560082, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of MCA, Dayananda Sagar Academy of Technology and Management Bangalore, 560082, India","institution_ids":["https://openalex.org/I4405277151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043085840","display_name":"Venkatesan Muthukumaran","orcid":"https://orcid.org/0000-0002-3393-5596","observed_orcids":["https://orcid.org/0000-0002-3393-5596"]},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Muthukumaran","raw_affiliation_strings":["Department of Mathematics, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur Campus, Tamilnadu-603 203, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur Campus, Tamilnadu-603 203, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113281405","display_name":"V. Geetha","orcid":"https://orcid.org/0000-0001-9213-5639","observed_orcids":["https://orcid.org/0000-0001-9213-5639"]},"institutions":[{"id":"https://openalex.org/I83737708","display_name":"REVA University","ror":"https://ror.org/03gtcxd54","country_code":"IN","type":"education","lineage":["https://openalex.org/I83737708"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Geetha","raw_affiliation_strings":["Department of Computer Science, School of Applied Sciences. REVA University, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Applied Sciences. REVA University, Bangalore, India","institution_ids":["https://openalex.org/I83737708"]}]},{"author_position":"last","author":{"id":null,"display_name":"Meram Munrathnam","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I46700001","display_name":"Rajiv Gandhi University of Knowledge Technologies","ror":"https://ror.org/01sxsjd59","country_code":"IN","type":"education","lineage":["https://openalex.org/I46700001"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Meram Munrathnam","raw_affiliation_strings":["Department of Mathematics, Rajiv Gandhi University of Knowledge Technologies, R.k.Valley, Idupulapaya, Kadapa Dt, Andhra Pradesh-516330, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Rajiv Gandhi University of Knowledge Technologies, R.k.Valley, Idupulapaya, Kadapa Dt, Andhra Pradesh-516330, India","institution_ids":["https://openalex.org/I46700001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2138,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.36608443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"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":0.6064000129699707,"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":0.6064000129699707,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.2084999978542328,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.10100000351667404,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/smart-home-energy-management","display_name":"smart home energy management","score":0.953000009059906},{"id":"https://openalex.org/keywords/multi-criteria-decision-making","display_name":"multi-criteria decision making","score":0.9869999885559082},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"fuzzy logic","score":0.9760000109672546},{"id":"https://openalex.org/keywords/modular-neural-networks","display_name":"modular neural networks","score":0.996999979019165},{"id":"https://openalex.org/keywords/smart-home","display_name":"home automation","score":0.7929999828338623},{"id":"https://openalex.org/keywords/energy-optimization","display_name":"energy optimization","score":0.9269999861717224},{"id":"https://openalex.org/keywords/residential-energy-efficiency","display_name":"residential energy efficiency","score":0.47699999809265137}],"concepts":[{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.8330773115158081},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6343334317207336},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5920982360839844},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5507732629776001},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4940224289894104},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.47842031717300415},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4772210717201233},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.4751605689525604},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.45781412720680237},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.448554128408432},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4457740783691406},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3033443093299866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26121991872787476},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19689026474952698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09961020946502686},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08894520998001099},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13052/dgaej2156-3306.3914","doi":"https://doi.org/10.13052/dgaej2156-3306.3914","is_oa":true,"landing_page_url":"http://dx.doi.org/10.13052/dgaej2156-3306.3914","pdf_url":"https://journals.riverpublishers.com/index.php/DGAEJ/article/download/22873/18887","source":{"id":"https://openalex.org/S4210184897","display_name":"Distributed Generation & Alternative Energy Journal","issn_l":"2156-6550","issn":["2156-6550","2156-3306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Distributed Generation & Alternative Energy Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.13052/dgaej2156-3306.3914","doi":"https://doi.org/10.13052/dgaej2156-3306.3914","is_oa":true,"landing_page_url":"http://dx.doi.org/10.13052/dgaej2156-3306.3914","pdf_url":"https://journals.riverpublishers.com/index.php/DGAEJ/article/download/22873/18887","source":{"id":"https://openalex.org/S4210184897","display_name":"Distributed Generation & Alternative Energy Journal","issn_l":"2156-6550","issn":["2156-6550","2156-3306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Distributed Generation & Alternative Energy Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9853000044822693}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388015397.pdf","grobid_xml":"https://content.openalex.org/works/W4388015397.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1996162276","https://openalex.org/W2039240409","https://openalex.org/W2062706881","https://openalex.org/W2145291058","https://openalex.org/W2156060469","https://openalex.org/W2170192324","https://openalex.org/W2333130955","https://openalex.org/W2556338575","https://openalex.org/W2799937793","https://openalex.org/W2802174584","https://openalex.org/W2898509788","https://openalex.org/W2916209269","https://openalex.org/W3008294857","https://openalex.org/W3017357696","https://openalex.org/W3127834521","https://openalex.org/W3203281322","https://openalex.org/W4200157822","https://openalex.org/W4200553876","https://openalex.org/W4283118238","https://openalex.org/W4304806739","https://openalex.org/W4312127545","https://openalex.org/W4319082112","https://openalex.org/W4384007325"],"related_works":["https://openalex.org/W4240504321","https://openalex.org/W2768073474","https://openalex.org/W2010194457","https://openalex.org/W7219646615","https://openalex.org/W4389455088","https://openalex.org/W4403930105","https://openalex.org/W4246924798","https://openalex.org/W4412791547","https://openalex.org/W2900877475","https://openalex.org/W7119474145"],"abstract_inverted_index":{"The":[0,107,156],"necessity":[1],"for":[2,39,93,98,171],"smart":[3,24,99,115,175],"energy":[4,26,79,97,112,172,182],"oversight":[5],"solutions":[6],"has":[7,160],"arisen":[8],"in":[9,95,114,141,150,174],"response":[10],"to":[11,45,73,134,143,163,179],"the":[12,37,137,161],"rising":[13],"popularity":[14],"of":[15,124,146,152],"energy-efficient":[16],"home":[17,25],"automation":[18],"and":[19,42,64,77,83,126,167,187],"other":[20,144],"energy-saving":[21],"technologies.":[22],"Optimizing":[23],"use":[27,113],"using":[28],"multi-criteria":[29],"decision-making":[30,58,169],"(MCDM)":[31],"is":[32],"a":[33,88],"proven":[34],"methodology.":[35],"However,":[36],"procedure":[38],"making":[40,147],"decisions":[41,149],"MCDM\u2019s":[43],"capacity":[44],"handle":[46],"various":[47],"criteria":[48],"are":[49],"typically":[50],"limiting":[51],"factors.":[52],"Hybrid":[53],"methods,":[54],"which":[55],"integrate":[56],"multiple":[57],"approaches":[59],"like":[60],"Fuzzy":[61],"Logic":[62],"(FL)":[63],"Modular":[65],"Neural":[66],"Networks":[67],"(MNN),":[68],"could":[69],"potentially":[70],"be":[71],"able":[72],"circumvent":[74],"these":[75],"restrictions":[76],"boost":[78],"management":[80,173],"systems\u2019":[81],"efficacy":[82],"precision.":[84],"This":[85],"investigation":[86],"presents":[87],"hybrid":[89],"Neuro-Fuzzy":[90],"(H-NF)":[91],"method":[92],"MCDM":[94],"regulating":[96],"homes":[100,116],"by":[101,117],"combining":[102],"FL":[103],"with":[104],"an":[105],"MNN.":[106],"suggested":[108,157],"approach":[109,159],"would":[110],"optimize":[111,180],"considering":[118],"several":[119,153],"parameters,":[120],"notably":[121],"cost,":[122],"ease":[123],"use,":[125],"environmental":[127,189],"effects.":[128],"In":[129],"addition,":[130],"this":[131],"study":[132],"aims":[133],"examine":[135],"how":[136],"H-NF":[138],"model":[139],"fares":[140],"comparison":[142],"methods":[145],"important":[148],"terms":[151],"performance":[154],"metrics.":[155],"hybridized":[158],"potential":[162],"deliver":[164],"more":[165],"precise":[166],"effective":[168],"processes":[170],"homes,":[176],"allowing":[177],"users":[178],"their":[181],"consumption":[183],"while":[184],"preserving":[185],"comfort":[186],"lowering":[188],"impact.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2023-11-01T00:00:00"}