{"id":"https://openalex.org/W4412516474","doi":"https://doi.org/10.1177/18724981251344721","title":"DesignTwin-SDN: A digital twin-driven AI framework for smart architecture and interior planning","display_name":"DesignTwin-SDN: A digital twin-driven AI framework for smart architecture and interior planning","publication_year":2025,"publication_date":"2025-07-21","ids":{"openalex":"https://openalex.org/W4412516474","doi":"https://doi.org/10.1177/18724981251344721"},"language":"en","primary_location":{"id":"doi:10.1177/18724981251344721","is_oa":false,"landing_page_url":"https://doi.org/10.1177/18724981251344721","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048385673","display_name":"Huang Rong","orcid":"https://orcid.org/0000-0003-3748-3627"},"institutions":[{"id":"https://openalex.org/I316699675","display_name":"Hodges University","ror":"https://ror.org/00s8h5d08","country_code":"US","type":"education","lineage":["https://openalex.org/I316699675"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rong Huang","raw_affiliation_strings":["Polus International College, College of Art and Design, ChengDu, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polus International College, College of Art and Design, ChengDu, Sichuan, China","institution_ids":["https://openalex.org/I316699675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101650943","display_name":"Cheng Fan","orcid":"https://orcid.org/0000-0002-1199-2119"},"institutions":[{"id":"https://openalex.org/I4210156034","display_name":"Sichuan Research Center of New Materials","ror":"https://ror.org/0587q0807","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Fan","raw_affiliation_strings":["Sichuan Aerospace Construction Engineering Co.,Ltd, ChengDu, Sichuan, 610000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sichuan Aerospace Construction Engineering Co.,Ltd, ChengDu, Sichuan, 610000, China","institution_ids":["https://openalex.org/I4210156034"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048385673"],"corresponding_institution_ids":["https://openalex.org/I316699675"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23458351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"5","first_page":"3499","last_page":"3525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10763","display_name":"Digital Transformation in Industry","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11006","display_name":"BIM and Construction Integration","score":0.9523000121116638,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9322999715805054,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/architecture","display_name":"Architecture","score":0.7537010908126831},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6008202433586121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5651901960372925},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.12234929203987122},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.09041762351989746}],"concepts":[{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.7537010908126831},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6008202433586121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5651901960372925},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.12234929203987122},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.09041762351989746}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/18724981251344721","is_oa":false,"landing_page_url":"https://doi.org/10.1177/18724981251344721","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W3016010635","https://openalex.org/W3106873359","https://openalex.org/W3183566165","https://openalex.org/W3185933388","https://openalex.org/W3206399000","https://openalex.org/W3207999558","https://openalex.org/W4293731840","https://openalex.org/W4294193239","https://openalex.org/W4312771947","https://openalex.org/W4312881158","https://openalex.org/W4319790131","https://openalex.org/W4366966762","https://openalex.org/W4376890679","https://openalex.org/W4380148395","https://openalex.org/W4388399721","https://openalex.org/W4391545869","https://openalex.org/W4399422044","https://openalex.org/W4401022766","https://openalex.org/W4402158566","https://openalex.org/W4404391197","https://openalex.org/W4406038442","https://openalex.org/W4408167788"],"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/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2038503502"],"abstract_inverted_index":{"In":[0],"today's":[1],"world,":[2],"the":[3,85,100,132,145,148,177,195],"need":[4],"for":[5,20,49,84,96,144,152],"smart":[6,10,172,208],"buildings":[7],"along":[8],"with":[9,37,71,117,137,204,221],"interior":[11,53,211],"design":[12,54],"is":[13,128,142],"quickly":[14],"growing,":[15],"requiring":[16],"advanced":[17],"AI-based":[18],"methods":[19,31],"better":[21],"area":[22],"usage,":[23],"power":[24],"conservation":[25],"as":[26,28],"well":[27],"safety.":[29],"Usual":[30],"battle":[32],"in":[33,42,69,171],"continuing":[34],"real-time":[35],"adaptability,":[36],"several":[38],"security":[39],"concerns,":[40],"and":[41,52,82,92,187,201,210,218],"sufficient":[43],"data":[44],"processing,":[45],"making":[46],"them":[47],"inadequate":[48],"multidimensional":[50],"architectural":[51],"systems.":[55],"For":[56],"countering":[57],"these":[58],"challenges,":[59],"this":[60],"research":[61],"introduces":[62],"DesignTwin-SDN,":[63],"a":[64,73,107,129,184,188,191],"Digital":[65],"Twin-based":[66],"AI":[67],"system":[68,101,163],"combination":[70,130],"CRL-Net,":[72],"Deep":[74],"Learning":[75],"(DL)-based":[76],"clever":[77],"model":[78],"fusing":[79],"CNN,":[80],"ResNet-50,":[81],"LSTM":[83],"creation":[86],"of":[87,111,131,147,154],"more":[88,215],"precise":[89],"spatial-temporal":[90],"analysis":[91],"anomaly":[93],"detection.":[94],"Also,":[95],"possessing":[97],"strong":[98],"security,":[99],"includes":[102],"Adaptive":[103],"Flow-Encrypted":[104],"AES":[105],"(AFEA),":[106],"dual-mode":[108],"encryption":[109,157],"strategy":[110],"combining":[112],"Advanced":[113],"Encryption":[114,120],"Standard":[115],"(AES)":[116],"Flow-Based":[118],"Dynamic":[119],"(FBDE).":[121],"Furthermore,":[122],"Starfish-Orangutan":[123],"Optimization":[124,134,139],"Algorithm":[125,135,140],"(SOOA),":[126],"which":[127],"Starfish":[133],"(SFO)":[136],"Orangutan":[138],"(OOA),":[141],"proposed":[143],"selection":[146],"optimal":[149],"secret":[150],"key":[151],"purposes":[153],"maximizing":[155],"that":[156],"efficiency.":[158],"The":[159],"Zero-Knowledge":[160],"Proof":[161],"(ZKP)":[162],"further":[164],"secures":[165],"authentication":[166],"by":[167],"precluding":[168],"forbidden":[169],"use":[170],"spaces.":[173],"Experimental":[174],"results":[175,182],"show":[176,183],"suggested":[178],"framework's":[179],"effectiveness.":[180],"These":[181],"99.05%":[185],"accuracy":[186],"98.51%":[189],"recall,":[190],"large":[192],"increase":[193],"over":[194],"current":[196],"method.":[197],"DesignTwin-SDN":[198],"merges":[199],"DL":[200],"digital":[202],"twins":[203],"SDN-IoT":[205],"to":[206],"change":[207],"architecture":[209],"layout":[212],"planning":[213],"into":[214],"secure,":[216],"efficient,":[217],"flexible":[219],"systems":[220],"dynamic":[222],"environments.":[223]},"counts_by_year":[],"updated_date":"2026-05-03T06:03:33.228499","created_date":"2025-10-10T00:00:00"}
