{"id":"https://openalex.org/W7223265224","doi":"https://doi.org/10.1038/s41598-026-75009-x","title":"Design and modelling of personalised multifunctional furniture based on smart networks and cloud rendering platforms","display_name":"Design and modelling of personalised multifunctional furniture based on smart networks and cloud rendering platforms","publication_year":2026,"publication_date":"2026-10-23","ids":{"openalex":"https://openalex.org/W7223265224","doi":"https://doi.org/10.1038/s41598-026-75009-x"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-026-75009-x","doi":"https://doi.org/10.1038/s41598-026-75009-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-75009-x","pdf_url":"https://www.nature.com/articles/s41598-026-75009-x_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-026-75009-x_reference.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100408669","display_name":"Hua Zhang","orcid":"https://orcid.org/0000-0001-9518-740X","observed_orcids":["https://orcid.org/0000-0001-9518-740X","https://orcid.org/0000-0001-5349-505X","https://orcid.org/0009-0006-0636-4499","https://orcid.org/0000-0001-5853-8928","https://orcid.org/0000-0001-9112-7397"]},"institutions":[{"id":"https://openalex.org/I4405278626","display_name":"Fuyang University of Technology","ror":"https://ror.org/00a6p8663","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405278626"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huanhuan Zhang","raw_affiliation_strings":["School of Urban and Rural Development, Fuyang Institute of Technology, Fuyang, 236031, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Urban and Rural Development, Fuyang Institute of Technology, Fuyang, 236031, Anhui, China","institution_ids":["https://openalex.org/I4405278626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159352161","display_name":"Qing Cao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405280571","display_name":"Anqing Vocational & Technical College","ror":"https://ror.org/03476ak82","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405280571"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Cao","raw_affiliation_strings":["Academic Affairs Office, Anqing Vocational and Technical College, Anqing, 246003, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academic Affairs Office, Anqing Vocational and Technical College, Anqing, 246003, Anhui, China","institution_ids":["https://openalex.org/I4405280571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5159330517","display_name":"Moqian Xu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405281042","display_name":"Anhui Vocational College of Grain Engineering","ror":"https://ror.org/03skc8d75","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405281042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Moqian Xu","raw_affiliation_strings":["Anhui Vocational College of Grain Engineering, Hefei, 230011, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Vocational College of Grain Engineering, Hefei, 230011, Anhui, China","institution_ids":["https://openalex.org/I4405281042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100408669"],"corresponding_institution_ids":["https://openalex.org/I4405278626"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.89898799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13518","display_name":"Architecture and Computational Design","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T13518","display_name":"Architecture and Computational Design","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T10672","display_name":"Design Education and Practice","score":0.013100000098347664,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.005499999970197678,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multifunctional-furniture","display_name":"multifunctional furniture","score":0.9259999990463257},{"id":"https://openalex.org/keywords/intelligent-networks","display_name":"intelligent networks","score":0.6470000147819519},{"id":"https://openalex.org/keywords/cloud-rendering","display_name":"cloud rendering","score":0.9700000286102295},{"id":"https://openalex.org/keywords/parametric-modeling","display_name":"parametric modeling","score":0.8479999899864197},{"id":"https://openalex.org/keywords/model-calibration","display_name":"model calibration","score":0.8399999737739563}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7353000044822693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6984999775886536},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5561000108718872},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2892000079154968},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2849999964237213},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27090001106262207},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.23970000445842743},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23810000717639923},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23729999363422394}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1038/s41598-026-75009-x","doi":"https://doi.org/10.1038/s41598-026-75009-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-75009-x","pdf_url":"https://www.nature.com/articles/s41598-026-75009-x_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:773060650a134d64b882b7ef9028fc7a","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/773060650a134d64b882b7ef9028fc7a","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Reports, Vol 16, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41598-026-75009-x","doi":"https://doi.org/10.1038/s41598-026-75009-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-75009-x","pdf_url":"https://www.nature.com/articles/s41598-026-75009-x_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7223265224.pdf","grobid_xml":"https://content.openalex.org/works/W7223265224.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W4391462886","https://openalex.org/W4392489534","https://openalex.org/W4394737230","https://openalex.org/W4399114967","https://openalex.org/W4399424845","https://openalex.org/W4399759452","https://openalex.org/W4399912930","https://openalex.org/W4400450249","https://openalex.org/W4402345689","https://openalex.org/W4403742428","https://openalex.org/W4404437927","https://openalex.org/W4408425016","https://openalex.org/W4408466726","https://openalex.org/W4410571376","https://openalex.org/W4412739594","https://openalex.org/W4412939588","https://openalex.org/W4413044925","https://openalex.org/W4413806608","https://openalex.org/W4415117919","https://openalex.org/W4415795342","https://openalex.org/W4415972186","https://openalex.org/W4416138359","https://openalex.org/W7118184904","https://openalex.org/W7122583420","https://openalex.org/W7125974455","https://openalex.org/W7128243271","https://openalex.org/W7131633820","https://openalex.org/W7154265405","https://openalex.org/W7168079385","https://openalex.org/W7168360592"],"related_works":["https://openalex.org/W4322731392","https://openalex.org/W6946472915","https://openalex.org/W4365935645","https://openalex.org/W7119277236","https://openalex.org/W2964831602","https://openalex.org/W4409168365","https://openalex.org/W2362553119","https://openalex.org/W4413806608","https://openalex.org/W7149214137","https://openalex.org/W7067637975"],"abstract_inverted_index":{"This":[0],"study":[1],"proposes":[2],"an":[3],"integrated":[4,57],"design":[5,43],"and":[6,17,39,51,63,83,98,105,134,165,184],"modeling":[7],"method":[8,174],"for":[9],"personalized":[10,178],"multifunctional":[11,189],"furniture":[12,67,81],"based":[13],"on":[14],"intelligent":[15],"networks":[16],"a":[18,146,169],"cloud-rendering":[19],"platform.":[20],"A":[21,69],"multisource":[22],"requirement":[23],"perception":[24],"model":[25,85,182],"is":[26,73],"developed":[27],"to":[28,58,75,118,124,141,145],"transform":[29],"users\u2019":[30],"functional":[31],"preferences,":[32,38],"anthropometric":[33],"dimensions,":[34],"spatial":[35],"constraints,":[36],"aesthetic":[37],"budgets":[40],"into":[41],"structured":[42],"features.":[44],"Parametric":[45],"modeling,":[46],"functional-module":[47],"configuration,":[48],"motion-constraint":[49],"analysis,":[50],"cloud-based":[52,186],"collaborative":[53],"verification":[54],"are":[55,101,154],"then":[56],"support":[59],"the":[60,77,91,96,132,158],"automatic":[61],"generation":[62],"interactive":[64],"modification":[65],"of":[66,95,148,188],"schemes.":[68],"dynamic":[70,93,181],"testing":[71,133],"platform":[72],"established":[74],"evaluate":[76],"correspondence":[78],"between":[79],"physical":[80],"operations":[82],"cloud-rendered":[84],"states.":[86],"The":[87,109,172],"results":[88],"show":[89],"that":[90],"median":[92],"errors":[94],"m-sequence":[97],"OPRM":[99,110,130],"schemes":[100],"approximately":[102,114,138],"\u2212":[103,106,116,119],"5.3%":[104],"5.5%,":[107],"respectively.":[108],"error":[111,152],"distribution":[112],"ranges":[113],"from":[115,137],"6.2%":[117],"4.8%,":[120],"indicating":[121],"greater":[122],"adaptability":[123],"complex":[125],"movements":[126],"but":[127],"higher":[128],"variability.":[129],"reduces":[131],"model-calibration":[135],"time":[136],"200":[139],"min":[140],"50":[142],"min,":[143],"corresponding":[144],"reduction":[147],"about":[149],"75%.":[150],"Its":[151],"fluctuations":[153],"mainly":[155],"concentrated":[156],"within":[157],"first":[159],"one":[160],"or":[161],"two":[162],"measurement":[163],"cycles":[164],"subsequently":[166],"converge":[167],"toward":[168],"stable":[170],"state.":[171],"proposed":[173],"consequently":[175],"supports":[176],"rapid":[177],"scheme":[179],"generation,":[180],"correction,":[183],"reliable":[185],"visualization":[187],"furniture.":[190]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-24T00:00:00"}
